ABSTRACT
Photocatalytic reduction of uranium is pivotal for environmental remediation and sustainable resource utilization. Nevertheless, the precise control over the reaction pathway and the concurrent optimization on charge separation efficiency remain formidable challenges. Herein, W─N─C coordination was fabricated through the incorporation of WO3‐x with three‐dimensional ordered macropores g‐C3N4 (3DOM g‐C3N4). The tandem catalytic center simultaneously enhanced the intrinsic activity of g‐C3N4 and enabled an efficient radical reduction pathway of U(VI). The formation of W─N─C coordination and structural distortion of the tri‐s‐triazine units enhanced n → π* and π → π* transition, resulting in a narrowed bandgap and improved visible‐light harvesting. Moreover, the Lewis‐acidic W6+ sites promoted O2 adsorption, facilitating the selective generation of . The radical‐mediated U(VI) reduction pathway was thermodynamically favored, where W sites acted as electron‐accepting centers, with the W─N─C coordination serving as a charge‐transfer channel under a built‐in electric field, enabling the Z‐scheme migration. Consequently, the optimized catalyst (CW‐2) exhibited a U(VI) removal rate of 98.6% (capacity of 557.56 mg/g) within 16 min, the removal efficiency was reduced to a minute scale, and the impractical oxygen exclusion was no longer a significant concern. This work established a paradigm for creating “all‐in‐one” photocatalytic active centers through targeted atomic‐scale interface design.
Keywords: lewis‐acidic site, radical‐path, U(VI) photoreduction, W‐N‐C catalytic center
This work constructed a tandem W−N−C center to simultaneously achieve the regulation of reaction pathways and optimization of charge separation efficiency. The Lewis‐acidic W6+ sites activated O2 to generate , with enhanced charge separation via electronic modulation, steering U(VI) reduction down an efficient radical pathway. This synergy enabled minute‐scale uranium removal with the oxygen‐compatible character.

1. Introduction
The low greenhouse gas emissions and high energy density of nuclear energy make it a strong candidate for achieving carbon peak and carbon neutrality goals [1]. In the nuclear industry, uranium is utilized extensively. However, a considerable discrepancy exists between the available uranium reserves and the demand for this resource [2]. Conversely, the substantial volumes of uranium‐containing wastewater produced during nuclear processes constitute a grave threat to the ecological environment [3]. The utilization of solar‐driven photocatalytic reduction technology for the purpose of soluble U(VI) removal from water bodies has the potential to achieve two key objectives: the recovery of resources and the mitigation of water pollution [4].
The photocatalytic U(VI) removal efficiency is governed by the operative reaction pathway, thereby highlighting the critical importance of steering the reaction mechanism. The direct photoreduction of U(VI) is hampered by limited surface adsorption sites and the requisite anaerobic conditions, which is difficult to achieve and maintain in large‐scale or continuous‐flow wastewater treatment, thus hindering its further practical implementation [5, 6]. Although the indirect pathway of precipitating U(VI) via H2O2 (from oxygen reduction reaction, ORR) is oxygen‐tolerant [7], which requires catalyst nucleation sites on the surface. Consequently, accumulating uranium precipitates inevitably block the active sites, leading to rapid catalyst deactivation [8]. Furthermore, the generation of diverse byproducts (e.g.,·OH, 1O2 and ) during the ORR indicates low selectivity and leads to inefficient utilization of photogenerated electrons [9, 10]. Notably, U(VI) can be indirectly reduced by generated from the one‐electron oxygen reduction. This pathway not only utilizes photogenerated electrons more efficiently but also enables the reaction to proceed at the solid‐liquid interface, thereby preventing the occupation of active sites and facilitating their continuous regeneration.
Graphitic carbon nitride (g‐C3N4) as a metal‐free semiconductor, has garnered significant attention for photocatalytic U(VI) reduction due to its suitable bandgap (2.7 eV), low cost, feasible synthesis, sustainability, and high chemical durability [11, 12]. In particular, 3DOM g‐C3N4 exhibits structural advantages, including improved mass transport and abundant anchoring sites, making it a favorable candidate substrate for further modification. Similar structure‐induced benefits, such as increased specific surface area, have been demonstrated in hollow MOF architectures [13], underscoring the importance of tailored morphologies in heterogeneous catalysis. The photocatalytic activity of g‐C3N4 is determined by two intrinsic charge transport modes: the lone pair electrons of N atoms (n → π*) and the π bonding orbitals to antibonding π* orbitals transition (π → π*) [14]. However, the highly localized π‐conjugated electrons, along with the symmetric tri‐s‐triazine structure, impede charge excitation of localized electrons and the long pair electrons of N atoms, constraining the overall photocatalytic efficiency [15]. Breaking this structural symmetry has recently been demonstrated as an effective strategy to modulate electronic states and enhance catalytic activity [16].
Therefore, simultaneously achieving high radical pathway selectivity and superior charge separation remains a formidable challenge. Many strategies have been implemented to promote the π → π* and n → π* transition, including but not limited to: heterojunction engineering [17], element doping [18], and morphology control [19]. Among these, M−N−C configurations offer a precise mean to tune catalytic interfaces through d−p orbital hybridization, which simultaneously modulates the electronic properties of the g‐C3N4 support and metal centers [20, 21]. Critically, the selection of the metal center dictates the adsorption mode of target molecules. For instance, creating strong Lewis‐acidic sites favors the single‐line Pauling‐type adsorption of O2 [22], effectively steering the ORR pathway toward the selective generation of [23], which is beneficial for the efficient radical path U(VI) reduction. W(VI) with the 5d0 electronic configuration [24] can accept lone pair electrons from O 2p orbitals to promote the free‑radical pathway and exhibits advantages such as environmental friendliness and cost‐effectiveness. Consequently, it appears well‐suited for constructing W─N─C coordination to simultaneously achieve regulation of the g‐C3N4 π‐conjugated structure and the formation of Lewis‐acidic sites.
Inspired by the spatial separation strategy employed in tandem electrocatalysts [25], herein, W−N−C tandem catalytic centers were constructed by integrating WO3‐x onto 3DOM g‐C3N4. XAFS and sXAS analyses confirmed the formation of W─N coordination and the distortion of the symmetric tri‐s‐triazine structure. The higher electronegativity of nitrogen and the differences in Fermi levels drove the electron transfer from W to N, which promoted electron delocalization of π‐conjunction within the g‐C3N4 framework and injected electrons into the N atoms, thereby enhancing both n → π* and π → π* transitions. Furthermore, the Lewis‐acidic W6+ 5d0 sites facilitated Pauling‐type O2 adsorption via W/O 5d/2p orbital hybridization, as supported by DFT calculations, effectively promoting mediated U(VI) reduction pathway. Differential charge analysis suggested that the g‐C3N4 served as an electron supplier, while W sites acted as catalytic centers, establishing a tandem catalytic system with a clear division of functions. An intrinsic electric field induced by charge redistribution—analogous to that reported in hierarchical sulfide/phosphide heterostructures [26]—promoted the excited charge transfer from g‐C3N4 to WO3‐x under illumination, following a Z‐scheme migration mechanism. As a result, the optimized CW‐2 sample achieved a high removal rate under U(VI) concentration of 4 × 10−4 m within 16 min, which were 6.85 and 5 times than those of g‐C3N4 and WO3‐x, respectively, demonstrating strong anti‐interference capability in complex water matrices. This work proposed a “all‐in‐one” strategy to simultaneously enhance the photocatalytic activity of g‐C3N4 and realize an efficient radical‐mediated U(VI) reduction pathway.
2. Results and Discussion
2.1. Synthesis and Characterization
As shown in Figure 1a, the three‐dimensionally ordered g‐C3N4 (3DOM g‐C3N4) was synthesized through a template method. Briefly, cyanamide solution was thoroughly immersed into the ordered SiO2 array, following which the complexes were calcined at 550 °C. Thereafter, the 3DOM g‐C3N4 was obtained by removing the SiO2 using 5% HF solution and calcined at 400 °C. The 3DOM g‐C3N4@WO3‐x‐x (CW‐x) was synthesized through slow oxidation of W adsorbed on g‐C3N4. The unsaturated coordination state of oxygen resulted in the electrons enrichment on W sites, leading to electron transfer from W to g‐C3N4 through W−N hybridization. This was attributed to the greater negative electronegativity of N compared to that of O, consequently, the charge transfer W─N─C coordination was established. X‐ray diffraction (XRD) patterns confirmed the successful preparation of hybrid samples. Specifically, the presence of peaks at approximately 10° and 27° was indicative of the (100) Bragg peak and π‐ − π interlayer stacking (200) facet of g‐C3N4, respectively [27]. WO3‐x was found to exist predominantly in a monoclinic crystal structure (PDF#72‐0677) [28], while the characteristic peaks at about 14° and 36° attributed to (100) and (201) facets of the hexagonal phase was also observed [29]. After integration, no obvious characteristic peak of WO3‐x was observed for the XRD patterns of CW‐x, which might be attributed to the low loading capacity (Figure S1). Surface chemical groups of samples were identified by Fourier transform infrared spectroscopy (FT‐IR). The broad peak at 3400 cm−1 was induced by the ─OH stretching vibrations of surface adsorbed water molecule [30], the peak at 2168 cm−1 was deemed as the stretching vibration of ─C≡N, and the peak at 810 cm−1 was attributed to the bending vibrations of the heptazine ring. Furthermore, a range of peaks between 1200 and 1650 cm−1 were identified, which were attributed to the stretching vibrations of the C─N heterocycle (Figure S2) [31]. The specific surface area was determined through N2 adsorption‐desorption isotherms; the BET surface area of g‐C3N4 and CW‐2 was 38.661 and 37.275 m2/g, respectively. It was evident that no discernible variation had been observed prior to and following the integration of WO3‐x, thereby suggesting that physical adsorption did not constitute a primary factor influencing the efficiency of U(VI) removal. Pore distribution data suggested that both g‐C3N4 and CW‐2 possessed macroporous characteristics (Figure S3).
FIGURE 1.

(a) Schematic diagram of the synthesis process of CW‐2. (b) SEM and (c) HRTEM images of CW‐2. High‐resolution XPS spectra of (d) N 1s and (e) W 4f. (f) Charge‐density difference of CW (yellow area: electron accumulation, blue area: electron depletion).
Scanning electron microscopy (SEM) validated that the ordered microporous morphology of g‐C3N4 was successfully fabricated through SiO2 template (Figure S4), and no discernible discrepancy was evident in the morphology of CW‐2 after WO3‐x integration (Figure 1b). The transmission electron microscopy (TEM) image revealed the ultrathin nanosheet structure of CW‐2 (Figure S5). Elemental mapping demonstrated the uniform distribution of C, N, W, and O in CW‐2, indicating the successful integration (Figure S7). WO3‐x had been found to exhibit a nanoparticulate morphology with dimensions of approximately 50 nm. In addition, lattice fringes of 0.374 nm were observed in a high‐resolution TEM image, which was indicative of the (020) facets of WO3 (Figure S6). As demonstrated in Figure 1c, the presence of WO3‐x nanoparticles in CW‐2 was identified by the distinct lattice fringes of 0.374 nm as evidenced by the high‐resolution TEM image [32]. However, due to the poor crystallinity, no discernible lattice stripes characteristic of g‐C3N4 were observed.
X‐ray photoelectron spectroscopic (XPS) analysis was employed to investigate the chemical state and charge transfer during the formation of W─N─C coordination. All elements of g‐C3N4 and WO3‐x were observed of CW‐2 in XPS survey spectrum, suggesting the successful integration (Figure S8a). C 1s orbital was divided into three peaks, which are C─C/C═C, C─NHx, and N─C═N chemical bonds at the bonding energy of 284.8, 286.18, and 288.36 eV, respectively for g‐C3N4 (Figure S8b) [33]. These peaks were 284.8, 286.14, and 288.3 eV for C 1s XPS spectrum of CW‐2, the introduction of WO3‐x resulted in a shift toward the lower binding energy of the C 1s orbital. The N 1s high‐resolution XPS spectrum of g‐C3N4 was deconvoluted into three peaks, with the binding energy of 398.41, 399.08, and 400.77 eV are attributed to the sp2 hybridization N in C─N═C, sp3 bridging N in N−3C and ─NH&NH2 bonding, respectively [34]. These three peaks of CW‐2 were 398.35, 399.01, and 400.1 eV respectively, a shift toward lower binding energy was observed, which was analogous to the shift observed for the C 1s orbital (Figure 1d) [33]. The presence of mixed valence was confirmed for the W element in WO3‐x, as evidenced by the W 4f spectrum. Two peaks at the binding energy of 35.34 and 37.43 eV were attributed to W 4f2/7 and W 4f2/5 of W6+, while peaks at 34.53 and 36.44 eV corresponded to W 4f2/7 and W 4f2/5 of W5+ (Figure 1e) [32]. The incomplete oxidation process resulted in unsaturated oxygen coordination with surface reduced state sites of WO3‐x. The more electronegative element N, however, tended to compete for the electrons with O atom when bonded to W, resulting in the enhancement of the covalency between N 2p and W 5d orbitals. Following the integration process, the characteristic peak of W5+ was no longer evident. The enhancement of the binding force on electrons was observed to manifest as a higher binding energy in the W4f XPS result. Incomplete oxidation and electron competition at the N‐sites had been demonstrated to enhance the Lewis‐acidity of W sites. This, in turn, enabled precise recognition and adsorption of O2 during the catalysis process through capturing lone pair electrons from O 2p. A significant disparity was observed in the oxygen species present within the as‐prepared samples. The presence of two distinct peaks, indicative of a WO3‐x lattice and surface‐adsorbed oxygen species, was detected at binding energies of 530.31 and 531.06 eV, respectively (Figure S8c) [35]. Two peaks attributed to C─O bonding, surface adsorbed ─OH were observed for g‐C3N4, located at the binding energy of 533.45 and 531.16 eV, respectively. Additionally, CW‐2 exhibited all characteristic peaks of both g‐C3N4 and WO3‐x, which were C─O bonding of g‐C3N4 framework (533.1 eV), surface adsorbed ─OH (531.07 eV), and lattice oxygen of WO3‐x (530.27 eV), indicating the successful incorporation [36, 37].
To investigate the metal‐support interaction, charge density difference was obtained through DFT calculation, the optimized structural model of g‐C3N4, WO3‐x, and CW‐2 were established (Figure S9a–c). The overlap of the dispersion of charge between the conduction band minimum (CBM) and the valence band maximum (VBM) of g‐C3N4 and WO3‐x resulted in a stable state, which was challenging to excite (Figure S10). As demonstrated in Figure 1f, the introduction of WO3‐x was shown to induce electron delocalization of g‐C3N4, resulting in charge depletion on the W atom and accumulation on the N atom within the contact area. The work function of WO3‐x was calculated to be 3.311 eV, which is 4.903 eV for g‐C3N4. This discrepancy in work function indicated that WO3‐x possess a higher Fermi level (Figure S11). Consequently, when a heterojunction was formed, charge would migrate from WO3‐x to g‐C3N4 to promote the equilibrium of Fermi levels. The distortion observed in the electronic arrangement was indicative of an inherent electronic field between the interface of WO3‐x and g‐C3N4, attributing to charge balancing induced by differences in electronegativity and Fermi level. The built‐in electron field reduced the energy barrier for charge separation, and the charge‐depletion Lewis‐acidic W6+ sites accepted lone pair electrons from 2p orbital of O2 to enhance the adsorption through 5d/2p hybridization. Of particular significance was the potential for the disrupted localized π‐electrons to exhibit heightened activity in terms of charge migration.
2.2. Photocatalytic U(VI) Removal Performance
The photocatalytic U(VI) removal efficiency of the as prepared samples was investigated at pH = 5, using MeOH as the h+ sacrificial agent and with the presence of oxygen. Prior to the irradiation process, the suspension was stirred in the dark at first in order to achieve adsorption equilibrium. The concentration of U(VI) exhibited minimal change at the dark reaction stage, indicating that physical adsorption was not the primary mechanism responsible for U(VI) removal. Volcanic trends were observed for the removal efficiency of U(VI), the integration of WO3‐x resulted in the enhancement of photocatalytic activity, which reached a peak for CW‐2. However, further addition of WO3‐x for CW‐3 led to a decline in activity. It can be hypothesized that excessive WO3‐x may cover the active sites of g‐C3N4, thereby forming carrier complex centra and resulting in a decrease in efficiency. The highest U(VI) removal efficiency of 98.6% and the turnover frequency (TOF) of 0.08 h−1 was observed for CW‐2 within 16 min of irradiation, which was 14.4%, 19.7%, 51.9% and 78% for g‐C3N4, WO3‐x, CW‐1, and CW‐3, respectively (Figure 2a). It was noteworthy that during the initial 6 min of light irradiation, the U(VI) concentration demonstrated a more gradual change, while a substantial decrease occurred at the ninth minute. This phenomenon was attributable to the fact that the oxygen reduction reaction predominantly occurred in the initial stage, at which point photogenerated electrons reduced the dissolved oxygen to in water, while the U(VI) was further reduced by .
FIGURE 2.

(a) Photocatalytic U(VI) removal performance of prepared samples (Conditions: CU(VI) = 4 × 10−4 mol/L, CMeOH = 8 VOL%, m/V = 0.5 g/L, T = 293 K, pH = 5). Photocatalytic U(VI) removal performance of CW‐2 under different (b) pH values, (c) initial U(VI) concentration, (d) interfering cations (CC: CU = 1:2), and (e) interfering anions (CA: CU = 1:2). (f) Comparison of photocatalytic U(VI) removal efficiency for CW‐2 with other photocatalysts.
Moreover, pH showed considerable influence on the surface charge of the catalyst and the prevailing species of U(VI) in water bodies [38]. As demonstrated in Figure S12, the surface charge of CW‐2 became increasingly negative as the pH value was altered from 2 to 7, attaining a zero charge point at a pH of about 4.6. At this point, the repulsive force between CW‐2 and was diminished. The impact of pH was investigated by changing the pH from 3 to 7 using CW‐2 as a catalyst. As shown in Figure 2b, the photocatalytic activity was found to be minimal at pH 3 and 4. This phenomenon can be attributed to two primary factors, firstly, the abundance of H+ ions present competed with and O2 for photogenerated electrons; secondly, there was charge repulsion between the positively charged surface catalyst and the positively charged at these pH values [30]. In the range of 5–7 on the pH scale, the surface of CW‐2 became increasingly more negatively charged. This, in turn, led to an increase in the charge attraction to and a concomitant tendency toward higher removal rates.
In natural waters, the existence of competing anions and cations is inevitable, and these in turn interfere with the efficiency of photocatalytic reduction of U(VI). Therefore, the effects of different anions and cations on the removal efficiency of U were investigated. CW‐2 exhibited adequate resistance to interference, with the exception of the presence of Co2+, Fe3+, and Cu2+, where the uranium removal efficiencies were diminished to 84.4%, 75.7%, and 70.4%, respectively, for an equivalent reaction time, amongst the numerous interfering metal cations (Figure 2d). This phenomenon has been attributed primarily to the presence of the competition of adsorption sites between anions, O2, and U(VI), in conjunction with the competition toward photogenerated electrons. However, the addition of interfering anions showed only a negligible effect on uranium removal efficiency, in which the addition of caused a slight reduction in the removal of uranium (Figure 2e). This phenomenon may be attributable to the incorporation of , which impacted the configuration of U(VI) within the solution, resulting in the transformation of into uranyl‐carbonate complexes. The latter possessed a more negative reduction potential, thereby augmenting the resistance to the reductive extraction [39].
As shown in Figure 2c The removal efficiency of CW‐2 was evaluated for the solutions with different initial U(VI) concentrations. In the instance of a low concentration of 2 × 10−5 mol/L, CW‐2 exhibited a low removal efficiency of U(VI), with a value of only 40.7%. However, as the U(VI) concentration increasing, the removal rate increased concomitantly, reaching a maximum at a concentration of 4 × 10−4 and then beginning to decline. In low concentrations, the U(VI) was challenging to be identified and reduced by active radicals or adsorbed by active sites. Furthermore, at elevated concentrations, the active radicals generated from ORR were inadequate in terms of their capacity to react with U(VI) in a timely manner, and the active sites would be occupied by uranium species. As illustrated in Figure 2f and outlined in Table S1, a comparative analysis was conducted to assess the photocatalytic U(VI) removal capacity of CW‐2 and several representative catalysts. As a result, CW‐2 displayed competitive photocatalytic U(VI) removal efficiency, both in terms of reaction time and removal rate.
The experimental investigation of the economy and stability of the catalyst was conducted using cycling experiments. Subsequent to each photocatalytic experiment, the catalyst was immersed in a 0.1 m Na2CO3 solution and stirred for a period of 12 h with the objective of removing uranium species that had been adsorbed on the surface. Following this, the material was dried and utilized in the subsequent cycling experiment. It was demonstrated that the catalytic activity was maintained at a consistent level of 92.1% even after four cycles, thus exhibiting excellent stability (Figure S13).
2.3. Local Environment and Structure‐Activity Relationship Analyses
The utilization of soft X‐ray absorption spectroscopy (sXAS) as a surface‐sensitive method was undertaken to facilitate a more profound comprehension of the C, N hybridization. Both C and N K‐edge spectra were indicative of the electron transfer from the core 1s orbital to the unoccupied 2p orbital. As illustrated in Figure 3a, the region of C 1s to π* and σ* transitions were observed. Peak at about 285.3 eV derived from the out‐of‐plane C═C 1s to 2p2 antibonding transition was indicative of the presence of a graphitic feature [40]. The highest peak, observed at 288.3 eV, was ascribed to the 1s to 2sp2 π* transition of N─C═N hybridization [41], which corresponded to the triazine ring. The long region located from approximately 293 to 300 eV was the in‐plane 1s to 2sp3 σ* transition of C─N bonding orbital [42]. The introduction of WO3‐x resulted in a shift in energy toward a lower direction and a decrease in the intensity of the C1 peak. This observation suggested the occurrence of charge accumulation on g‐C3N4 and a concomitant decrease in the number of unoccupied 2p states, which enhanced the covalency between C and N. In consideration of the N K‐edge spectra, the peaks observed at 400 and 402 eV, in conjunction with the extensive region extending from 405 to 412 eV, served as indicative markers for the transition from N 1s to the 2sp2 π* orbital of C═N─C hybridization, sp3 hybrid tertiary N bonding to carbon atoms (N−3C), and the 2p σ* C─N configuration (Figure 3b) [41, 43]. The N1 peak exhibited 0.1 eV shift toward lower energy, and intensity decreased after integration with WO3‐x, indicating lower energy was needed for the excitation of core electrons to 2p state and the more occupied 2p orbital. As indicated by the W 4f XPS and sXAS results, a redistribution of charge occurred between WO3‐x and g‐C3N4, both the C and N K‐edges demonstrated a propensity for charge accumulation. It was important to note that the charge transfer‐induced W/N 5d/2p hybridization had a negative effect on the covalency degree of the high‐energy antibonding out‐of‐plane N−3C sp3 orbital corresponding to tri‐s‐triazine units, resulting in the enhancement of n → π* transitions. The enhanced orbital hybridization between W and N promoted electron delocalization, constructing an interface built‐in electric field, and the asymmetric charge centra played a role in facilitating charge migration after excitation.
FIGURE 3.

Synchrotron‐radiation sXAS spectra of (a) C K‐edge and (b) N K‐edge. (C) DFT calculated pDOS of CW‐2. (d) W L3‐edge XANES spectrum. (e) EXAFS k‐space function of W L3‐edge. (f) k3‐weighted FT‐EXAFS spectrum of W L3‐edge.
X‐ray absorption fine structure (XAFS) was utilized to obtain information regarding the chemical state and local coordination information of the 5d W atom. As demonstrated in Figure 3d, the white line (WL) peak at approximately 10210 eV of the W L3‐edge X‐ray absorption near edge structure (XANES) spectrum was indicative of the 2p3/2 to vacant 5d orbital transition of W [44]. The WL peak intensity exhibited a decrease in accordance with the order of WO3, CW‐2, WO3‐x, and W foil. This phenomenon can be interpreted as an indication of a gradual decrease in the unoccupied 5d orbital. Moreover, the absorption edge of WO3‐x and CW‐2 was located between the W foil and WO3, in close proximity to WO3. This finding suggested that transmission‐mode XAFS, which probed bulk‐sensitive information, revealed that W in WO3‐x and CW‐2 existed in mixed +5 and +6 oxidation states. The greater electronegativity of nitrogen and the higher Fermi level of WO3‐x resulted in the electron drainage of the W atom. Consequently, the WL intensity increased, and the absorption edge of CW‐2 shifted toward higher energy relative to that of pristine WO3‐x.
A high signal‐to‐noise ratio and a similar waveform was observed for CW‐2 and tungsten oxides in K space function, indicating their similar chemical environment (Figure 3e) [45]. The Fourier transformed k3 ‐weighted W L3‐edge extended X‐ray absorption fine structure (EXAFS) spectrum of the W foil exhibited a sharp peak at 2.9 A, representing the W─W bond, a weak peak at 1.4 in the first shell was attributed to the W─O bond, indicating the slight oxidation of the surface (Figure 3f). Focusing on the first shell layer, the W─O path of WO3 and WO3‐x located at 1.28 A, while the lower peak intensity of WO3‐x suggested the unsaturated coordination environment between W and O. Interestingly, the coordinate bond formed between W and N led to the enhancement of coordination strength in the first shell of CW‐2, and a shifting of the peak toward higher length caused the slightly longer W─N bond length than that of W─O bond [46, 47], thus the formation of W─N─C configuration was confirmed. The W─N─C coordination effectively restructured the electronic landscape of g‐C3N4. It not only constructed an efficient charge‐transfer channel but also enabled modulation of π‐conjugated frameworks. This delocalization introduced intermediate energy states that alleviate quantum confinement, thereby enhancing the π → π* transition and overcoming the constraint of in‐plane charge migration [34].
As demonstrated by the projected density of states results, the CBM of g‐C3N4 was predominantly occupied by the C 2p orbital, while the VBM consisted of the N 2p orbital. The observation of a broad forbidden band indicated the wide bandgap and the semiconductor nature of g‐C3N4. In the case of WO3‐x, the O 2p orbital contributed to the VBM, while the W 5d orbital contributed to the CBM. The DOS waves were shown to cross the Fermi level and were not located in the zero DOS region. This was indicative of the metal properties of the semiconductor (Figure S14a,b) [48]. A prominent d‐p hybridization between W 5d and N 2p was observed, and the CBM consists of W 5d orbital, indicating the potential electron acceptor of W sites after photoexcitation for the case of CW‐2 [49]. Furthermore, a downshift of N 2p orbital in the CBM region and impurity states appeared at the forbidden band was observed. The intrinsic light‐harvesting capability was significantly enhanced through the construction of W─N─C coordination, which promoted the π → π* transition, leading to a narrowed bandgap and more efficient excitation of VB electrons to the CB (Figure 3c). In summary, the constructed W─N coordination effectively disrupted the symmetric geometry of the tri‐s‐triazine units and enriched electron density on nitrogen atoms, thereby promoting the n → π* transition. Concurrently, strong 5d/2p orbital hybridization extended the π‐conjugated frameworks, facilitating the π → π* transition. Such electronic restructuring collectively enhanced the excitation of charge carriers across the bandgap, particularly activating low‐energy optical transitions, which led to markedly improved light utilization and charge separation efficiency.
In pristine g‐C3N4, the localized π‐electron cloud results in a uniform charge distribution, leading to weak and non‐selective O2 affinity at various N and C sites. In stark contrast, the introduction of W─N─C coordination orchestrated a pronounced charge redistribution. This created strong Lewis‐acidic W6+ sites, which are characterized by empty 5d orbitals. These sites acted as electron acceptors for the lone pair electrons of O2, thereby strengthening the adsorbate‐catalyst interaction. As shown in the O2 adsorption model (Figure S15a–c), O2 preferentially adsorbed onto these W sites in the CW‐2 composite rather than the g‐C3N4 matrix. This process established a Pauling‐type adsorption configuration, which directed the ORR pathway through a selective 2e− transfer, ultimately favoring . production [23]. On the other hand, the robust W−N−C orbital hybridization established a charge transfer channel that facilitates charge migration from g‐C3N4 to WO3‐x under irradiation, thereby enhancing carrier utilization efficiency.
2.4. Photoelectrochemical Properties
As shown in Figure 4a, g‐C3N4 exhibited relatively weak light utilization rate, with the absorption band occurring mainly in the UV range. The adsorption band from 200 to about 420 nm represented the C─N═C sp2 hybridization induced π → π* transition of C─N coordination in the heptazine ring. The adsorption band in the visible light range was weak for g‐C3N4 from 420 to 650 nm, which was attributed to the lone pair electrons n → π* transition [31]. WO3‐x exhibited good absorption intensity within the UV and visible light regions, accompanied by a shoulder peak observed at approximately 420 nm. After integration, there was an enhancement in both visible and UV light utilization rate of CW‐2 in comparison with that of pristine g‐C3N4. The formation of W─N─C coordination induced the variations of the local coordination of g‐C3N4 through W─N 5d/2p hybridization and then promoted the π → π* transition. Furthermore, the fracturing of the optimal symmetrical of tri‐s‐triazine‐based configuration [15], as demonstrated by the decreased N−C3 intensity in N K‐edge sXAS results, expedited the n → π* transition of lone pair electrons in N. Tauc plots inset in Figure 4a demonstrated the bandgap energy (Eg) of catalysts, the Eg of g‐C3N4, CW‐2 and WO3‐x was calculated to be 2.45, 2.29 and 1.52 eV, respectively. The introduction of WO3‐x improved the utilization rate of light, optimized the band structure, and thus reduced the energy barrier for electron transitions. The smallest radius of CW‐2 compared to that of g‐C3N4 and WO3‐x observed in electrochemical impedance (EIS) spectra was indicative of reduced charge transfer resistance (Figure 4b). The separation capability of photogenerated carriers was evaluated using transient photocurrent response and photoluminescence spectroscopy (PL). As expected, CW‐2 exhibited the highest photocurrent intensity (Figure 4c) and the lowest PL intensity (Figure 4d). The W─N─C coordination constructed the charge transfer channel, and the internal electronic field increased the energy barrier for the composition of photoinduced carriers. As the direct evidence, the lifetimes of charge carriers of samples were estimated through time‐resolved photoluminescence spectroscopy (TR‐PL) measurements, the average fluorescence lifetimes (τa) of g‐C3N4, CW‐1, CW‐2 and CW‐3 were 3.09, 3.61, 6.89 and 4.46 ns, respectively (Figure 4f). The constructed of asymmetric charge center reduced the recombination of photo‐generated electrons and holes, allowing more charge to directly act on the target reactants and minimizing energy loss.
FIGURE 4.

(a) UV–vis DRS and the calculated bandgaps (insert). (b) EIS plots. (c) Transient photocurrent density. (d) PL spectrum. (e) Mott–Schottky curves. (f) TRPL spectrum.
The band structure was calculated using Tauc plots and Mott–Schottky curves. The Mott–Schottky tests were performed on each sample thrice at frequencies of 500, 1000, and 1500 Hz (Figure 4e). The positive slope of the test results indicated that both g‐C3N4 and WO3 were n‐type semiconductors. The flat band potential of g‐C3N4 and WO3‐x were −0.47 and −0.65 eV (vs. Ag/AgCl), which were −0.27 and −0.45 eV (vs. NHE). Cause the conduction band potential (ECB) of n‐type semiconductor was 0.1 eV greater than that of the flat band [50], therefore the ECB of g‐C3N4 and WO3‐x were −0.37 and −0.55 eV (vs. NHE). According to the formulation of Eg = EVB − ECB [51], the EVB of g‐C3N4 and WO3‐x were calculated to be 2.08 and 0.97 eV (vs. NHE) respectively. The reduction potential was high enough to reduce O2 to (−0.33 eV vs. NHE) and to UO2 (0.41 eV vs. NHE) [52].
2.5. Dynamic Charge Transfer and Catalytic Mechanism Analyses
The charge transfer mode was investigated through XPS of CW‐2 after stability test, and the corresponding spectra were shown in Figure S16. It was demonstrated that significant changes in binding energy were observed for W and N elements, thus indicating that the redox reaction was primarily mediated by W and N. In particular, after the photocatalytic reaction, the W atom demonstrated an increase in electron density, while the reverse phenomenon was observed for the N atom in CW‐2. The electronegativity difference led to a tilting of the electron cloud toward g‐C3N4 after integration, thereby establishing an internal electric field at the heterojunction interface. In the presence of an internal electric field, the migration of electrons from the CB in g‐C3N4 toward WO3‐x was observed under light excitation. This process resulted in charge enrichment at the W sites and subsequent acting on the reduction of oxygen. It was evident that the charge transfer mode conformed to the Z‐type mode in accordance with the staggered band structure of g‐C3N4 and WO3‐x (Figure S18). This configuration fostered charge separation and amplified the redox potential in comparison to the performance of individual materials.
In the presence of oxygen, reactive oxygen species (ROS) generated during the ORR often contribute to uranium extraction. Thus, chemical quenching experiments were performed upon CW‐2, MeOH, AgNO3, benzoquinone (p‐BQ), tert‐butanol (TBA), and L‐histidine were used to capture h+, e−, ,·OH and 1O2, respectively. Notably, the removal rate reduced to 2.6% and 3.4% after AgNO3 and p‐BQ were introduced, which indicated that e− and played a primary role in the reaction process. While was generated through one‐step reduction of O2 by photoelectrons, and was the crucial intermediate of the H2O2 generation. Nevertheless, the elimination rate was found to decrease to 62.6% in the condition of bubbling Ar prior to illumination, thereby indicating that O2 played a significant role in the reaction (Figure 5a). The performance did not decline significantly, which can be partly attributed to residual oxygen in the system and partly to direct electron reduction, which operated independently of free radicals. The removal rates decreased to varying degrees under both UV and visible light, which were 82.5% and 43.3%, respectively. It was evident that the catalytic activity exhibited a more pronounced reduction under conditions of visible light (Figure 5b). This was attributable to the fact that CW‐2 primarily demonstrated strong absorption in the UV wavelength range according to UV–vis DRS results. Concurrently, the catalytic activity diminished significantly in the absence of MeOH with the removal rate of 8.4%, a phenomenon attributed to the substantial number of unconsumed holes resulting from recombination with photoelectrons, consequently reducing the charge utilization efficiency.
FIGURE 5.

(a) Photocatalytic U(VI) removal performance of CW‐2 under (a) different scavengers, (b) different reaction conditions within 16 min. (c) Optimized O2 adsorption model on g‐C3N4 and CW‐2 and the corresponding adsorption energy. (d) EPR signal of DMPO O2 − of g‐C3N4 and CW‐2. (e) In situ DRIFTS spectrum of CW‐2 for the ORR reaction. (f) Charge density differences of the O2 adsorbed on CW‐2. (g) Gibbs free energy diagrams of complexing and reduction reaction between CW‐2 and uranyl obtained through DFT calculation.
To determine the origin of the enhanced selectivity, we calculated the O2 adsorption energies for g‐C3N4 and CW‐2. While pristine g‐C3N4 showed weak adsorption (1.1 eV), the introduced Lewis‐acidic W6+ sites in CW‐2 strongly bonded to O2 with an energy of −2.38 eV. The electron‐withdrawing nature of these W sites thereby made O2 adsorption on the adjacent g‐C3N4 framework thermodynamically less favorable, raising its energy to 1.59 eV and confirming the W sites as the exclusive active centers for O2 activation (Figure 5c). Charge density difference of CW‐2 after O2 adsorption was investigated to explore the real reaction sites. As illustrated in Figure 5f, significant charge interactions were observed to occur between W and O2, rather than at the N or C sites, where charge accumulation occurred on W sites and depletion occurred on O sites. It had been demonstrated that the charge transfer from O2 2p π* antibonding to W 5d orbital enhanced the adsorption, thereby facilitating the activation of O2. This finding suggested that Lewis‐acidic W6+ sites function as electron acceptors and catalytic active sites, while g‐C3N4 served as the electron supplier. Such a functional segregation strategy, where different sites played distinct but complementary roles, has also been shown to accelerate multistep catalytic processes [53]. Electron paramagnetic resonance (EPR) tests were investigated using DMPO as a spin‐trapping reagent to explore the concentration of . As illustrated in Figure 5d, CW‐2 exhibited a higher signal strength of , indicating the enhanced selectivity toward . To quantitatively compare the generation rates of , nitro blue tetrazolium (NBT) colorimetric method was employed. As demonstrated in Figure S17, within a time frame of 16 min, CW‐2 displayed a removal rate of 96.6% for NBT that was only 4.3% for bare g‐C3N4. Evidence suggested that the introduction of W sites promoted Pauling‐type adsorption of O2 in the sample, thereby facilitating the radical reduction pathway mediated by the ORR.
The utilization of in situ diffuse reflectance infrared Fourier transform spectroscopy (DRIFTS) is pivotal in facilitating the detailed probing of free radical reaction pathways throughout ORR. As shown in Figure 5e, the adsorption peak at 1716 cm−1 was indicative of an adsorbed water molecule, while the peak at 1455 cm−1 was assigned to O─O stretching vibrations of surface O2 molecules [54]. Three bands according to the orbital hybridization between O2 and C─N bond, in which 1017 cm−1 was attributed to the C─O─O binding, while 1529 and 1577 cm−1 were assigned to N─O bonding [55]. It was evident that, due to the comparatively substantial specific surface area of g‐C3N4, the Yeager‐type O2 adsorption pattern was also observed between C─N bonds. However, upon light excitation, the Z‐scheme charge transfer mode facilitated the reduction of O2 adsorbed at W sites in Pauling type. The absorption peaks of some key free radicals gradually began to show up with increasing irradiation time. Peak at 932 cm−1 was recognized as the O─O stretching of peroxide species [56] and peak at 1105 cm−1 was deemed as the adsorbed [54]. Moreover, the peak located at 1229 cm−1 was attributed to *OOH, which was the key intermediate formed after the hydrogenation of [57]. While peaks at 817 and 1046 cm−1 were attributed to the adsorbed ─OH that were generated through the water oxidation process. Notably, the appearance of and *OOH simultaneous suggesting the production of H2O2 complied with 2e− stepwise path.
Peaks in the region of 1120–1200 cm−1 was indicative of the OOH bending of H2O2, and peaks at 1310 and 855 demonstrated the presence of adsorbed free H2O2. While peaks at 1634 and 1382 represented the stretching vibrations of O─H bending in H2O2, these peaks made good evidence of the generation of H2O2 through ORR [54, 56, 57]. The generation process of both and H2O2 was revealed by in situ DRIFTS, with both potentially contributing to uranium extraction. Combined with the above analysis, the ORR pathway is listed as follows:
| (1) |
![]() |
(2) |
| (3) |
| (4) |
As illustrated in Figure 5g, the Gibbs free energy of the usual U(VI) photocatalytic removal, including two‐electrons direct reduction of to UO2, free radicals pathway ( + 2 → UO2) as well as reacting with H2O2 to form uranium peroxide pathway ( + H2O2 + xH2O → (UO2)O2·xH2O + 2H+) upon CW‐2 were calculated [1]. An energetically downhill tendency indicated each pathway was thermodynamically favorable. The pathway involving O2 activation to presented a lower energy barrier compared to the direct two‐electron reduction of , as evidenced by its more exothermic reaction energy. More energy requirements were observed for the further hydrogenation of compared to that of direct reaction with , indicating the H2O2 pathway may not be the efficient approach. In general, the free radical pathway demonstrated the least energy requirements, a feature that renders it more readily implementable. It was noteworthy that, in comparison with H2O2 generation through ORR, the free radical pathway involved a reduced number of reaction steps, thus indicating higher photoelectron utilization and diminished byproduct formation. And the efficient reduction reaction between and occurred at the solid‐liquid interface, which suggested that the reduction products did not occupy active sites on the catalyst surface as observed in the direct two‐electrons reduction pathway, thereby circumventing any deleterious effects on catalytic efficiency. Consequently, sustained high catalytic activity was demonstrated.
XPS and XRD were employed to investigate the reduction productions. As illustrated in Figure S19, the U 4f XPS of the reduction products after four cycles revealed the presence of U(IV) species, characterized by 380.5 eV for U 4f7/2 and 391.4 eV for U 4f5/2. In addition, the presence of small amount U(VI) species was evident, as evidenced by the peaks at 381.8 and 392.5 eV, which corresponded to the U 4f7/2 and U 4f5/2 orbitals of U(VI), respectively [58, 59]. Quantitative analysis showed that U(IV) accounts for 92.2% of the total uranium products, indicating efficient reduction of U(VI). The signal of U(VI) species observed in XPS was attributed to the oxidation of UO2 to UO2+x by ROS formed during ORR [5] or the conversion of to uranium oxide hydrate ((UO2)O2·2H2O) in the function of H2O2 [39, 60]. This result suggested that, although the generation of H2O2 was thermodynamically unfavorable, trace amount of U(VI) species was still detected in the in situ DRIFTS results. As illustrated in Figure S20, the XRD patterns demonstrated that, following cycles, the crystal structure of CW‐2 was maintained, and there was an overlap with the diffraction peaks of U species. Peakes at 28.24°, 32.72°, 46.94°, and 55.70°, corresponding to the (111), (200), (220), and (311) facets of UO2 (#05‐0550), were consistent with XPS results [58]. The XPS and XRD results further confirmed the photoreduction of to UO2 by CW‐2.
In general terms, the enhancement of W−N 5d/2p covalence resulted in the distortion of the perfect tri‐s‐triazine structure and delocalization of electrons on g‐C3N4, thereby promoting the n → π* and π → π* transition. This, in turn, accelerated the excitation of photoinduced electrons. Moreover, the accumulation of electrons on N sites induced by higher electronegativity engendered an internal electric field and established Lewis‐acidic W6+ sites capable of accepting lone pair electrons from O 2p orbitals through Pauling‐type adsorption. Under light illumination, the internal electric field promoted the charge transfer from g‐C3N4 to WO3‐x through W─N─C coordination, serving as the efficient charge transfer channel. Electrons generated by photoexcitation and enriched in W sites were observed to reduce adsorbed O2 to . It had been ascribed to the reduced energy demands in comparison to those of the ensuing hydrogenation stage, which yielded H2O2. The had been observed to exert a direct influence on , leading to its reduction to UO2 (Figure 6).
FIGURE 6.

Mechanism of the radical‐mediated photocatalytic U(VI) reduction via W−N−C tandem centers on g‑C3N4.
3. Conclusion
In this study, a W‐N‐C tandem catalytic center was constructed by anchoring unsaturated WO3‐x to the 3DOM g‐C3N4. This approach has been shown to achieve the enhancement of carrier separation, migration efficiency, and selectivity of the efficient radical pathway for U(VI) reduction. It has been demonstrated that charge enrichment on the incompletely oxidized W atoms migrated toward N due to its greater electronegativity, thereby promoting electron delocalization of g‐C3N4 and charge accumulation on N sites. The enhanced W/N 5d/2p hybridization caused charge redistribution and the distortion of the perfect tri‐s‐triazine structure. This, in turn, promoted the n → π* and π → π* transitions, thereby narrowing the bandgap and enhancing the utilization rate of visible light. More importantly, the formed Lewis‐acidic W site facilitated the O2 adsorption via a single line Pauling type, resulting in the enhancement of generation. The optimized sample CW‐2 demonstrated a photocatalytic removal efficiency of 98.6% for U within 16 min, which is 6.85 and 5 times higher than that of g‐C3N4 and WO3‐x, respectively. This strategy not only achieved minute‐scale uranium reduction via a radical‐mediated pathway but also eliminated the impractical requirement for oxygen exclusion. This strategy establishes a paradigm for designing high‐performance photocatalysts for uranium extraction.
Funding
This research was supported by the Lingchuang Research Fund of China National Nuclear Corporation (CNNC‐LCKY‐2024‐083), the Fundamental Research Funds for the Central Universities (lzujbky‐2023‐stlt01), the National Natural Science Foundation of China (22276013), and the Beijing Municipal Natural Science Foundation (2242009).
Conflicts of Interest
The authors declare no conflicts of interest.
Supporting information
Supporting File: advs75637‐sup‐0001‐SuppMat.docx.
Acknowledgements
This work was supported by The Lingchuang Research Fund of China National Nuclear Corporation (CNNC‐LCKY‐2024‐083), the Fundamental Research Funds for the Central Universities (lzujbky‐2023‐stlt01), Gansu Provincial Science and Technology Plan Project (26JDRA007), (26JRRA262), the National Natural Science Foundation of China (22176077), (22276013), and the Beijing Municipal Natural Science Foundation (2242009). Soft XAS spectra of N K‐edge and C K‐edge were performed at MCD‐A and MCD‐B (Soochow Beamline for Energy Materials) line station of the national synchrotron radiation laboratory (NSRL), Hefei, China. The authors are thankful to Wenhua Zhang for assistance with experiments, and the NSRL and Xiyang Wang for providing the beamtime. In addition, the Anhui Absorption Spectroscopy Analysis Instrument Co, Ltd. for XAFS measurements and assistance from Xinling Lv for XAFS experiments are highly appreciated.
Contributor Information
Shu‐Xian Hu, Email: hushuxian@ustb.edu.cn.
Duoqiang Pan, Email: panduoqiang@lzu.edu.cn.
Data Availability Statement
The data that support the findings of this study are available on request from the corresponding author. The data are not publicly available due to privacy or ethical restrictions.
References
- 1. Yu K., Zhou L., Wu L., et al., “Photo‐Assisted Uranium Extraction Based on Heterogeneous Catalysts,” Science Bulletin 69 (2024): 3800–3805. [DOI] [PubMed] [Google Scholar]
- 2. Tsouris C., “Uranium Extraction: Fuel From Seawater,” Nature Energy 2 (2017): 17022. [Google Scholar]
- 3. Leng R., Sun Y., Wang C., et al., “Design and Fabrication of Hypercrosslinked Covalent Organic Adsorbents for Selective Uranium Extraction,” Environmental Science & Technology 57 (2023): 9615–9626. [DOI] [PubMed] [Google Scholar]
- 4. Li G., Liu Y., Jiao C., et al., “Direct Recovery of High‐Purity Uranium From Fluoride‐Containing Nuclear Wastewater Via Extraction Materials With Ensemble Lewis Sites and a Tandem Electrochemical Device,” Water Research 279 (2025): 123467. [DOI] [PubMed] [Google Scholar]
- 5. Li P., He T., Wang J., et al., “Realizing Direct Uranium Extraction From Seawater Using a Carboxyl‐g‐C3N4/CdS Hydrogel,” Small 20 (2024): 2404417. [DOI] [PubMed] [Google Scholar]
- 6. Chen T., Yu K., Dong C., et al., “Advanced Photocatalysts for Uranium Extraction: Elaborate Design and Future Perspectives,” Coordination Chemistry Reviews 467 (2022): 214615. [Google Scholar]
- 7. Wang Y., Zhao R., Zhou Z., Xu Y., and Yu P., “3D‐Porous Carbon Nitride Through Proton Regulation and Photocatalytic Synergy for Efficient Uranium Extraction From Seawater,” Small 21 (2024): 2408650. [DOI] [PubMed] [Google Scholar]
- 8. Li Z., Zhang Z., Zhu X., et al., “Exciton Dissociation and Transfer Behavior and Surface Reaction Mechanism in Donor–Acceptor Organic Semiconductor Photocatalytic separation of Uranium,” Applied Catalysis B: Environmental 332 (2023): 122751. [Google Scholar]
- 9. Hayat A., Ajmal Z., Alzahrani A. Y. A., et al., “The Photocatalytic H2O2 Production: Design Strategies, Photocatalyst Advancements, Environmental Applications and Future Prospects,” Coordination Chemistry Reviews 522 (2025): 216218. [Google Scholar]
- 10. Zou X., Shi Q., Cheng M., et al., “Metal–Organic Framework‐Based Materials for Photocatalytic Hydrogen Peroxide Production: Insights into Mechanism, Modification Strategies, and Environmental Applications,” Advanced Energy Materials 15 (2025): 2501424. [Google Scholar]
- 11. Li L., Luo C., Chen X., et al., “A Novel Multifunctional Photocatalytic Separation Membrane Based on Single‐Component Seaweed‐Like g‐C3N4 ,” Advanced Functional Materials 33 (2023): 2213974. [Google Scholar]
- 12. Liu Y., Chen X., Kamali M., Rossi B., Appels L., and Dewil R., “Unraveling the Presence and Positions of Nitrogen Defects in Defective g‐C3N4 for Improved Organic Photocatalytic Degradation: Insights from Experiments and Theoretical Calculations,” Advanced Functional Materials 34 (2024): 2405741. [Google Scholar]
- 13. Bao C., Wu F., Wang F., et al., “Nanosized Hollow Cu(I)/Cu(II)‐Metal‐Organic Frameworks for Highly Efficient Catalysis in Azide‐Alkyne Cycloaddition and Nucleic Acid‐Templated Ligation,” Journal of Colloid and Interface Science 703 (2026): 139172. [DOI] [PubMed] [Google Scholar]
- 14. Jiang D., Hu S., Qu Y., et al., “Infrared Irradiation‐Lattice Vibration Coupling‐Initiated N→Π* Electronic Transition in Carbon Nitride Nanosheets for Increased Photocatalysis,” Advanced Functional Materials 34 (2024): 2311803. [Google Scholar]
- 15. An S., Zhang G., Li K., et al., “Self‐Supporting 3D Carbon Nitride with Tunable n → π* Electronic Transition for Enhanced Solar Hydrogen Production,” Advanced Materials 33 (2021): 2104361. [DOI] [PubMed] [Google Scholar]
- 16. He L., Li M., Qiu L., et al., “Breaking the Symmetry of High‐Entropy Alloy Surfaces for Compressively Strain‐Tuned Oxygen Reduction Reaction,” Nature Communications 16 (2025): 10834. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 17. Guo H., Zhou L., Huang K., et al., “Nitrogen‐Rich Carbon Dot‐Mediated n→π* Electronic Transition in Carbon Nitride for Superior Photocatalytic Hydrogen Peroxide Production,” Advanced Functional Materials 34 (2024): 2402650. [Google Scholar]
- 18. Liu Z. L., Zhou J. L., Yuan S. X., Zhang M. R., Zhang M., and Lu T. B., “Asymmetry‐Engineered g‐C3N4 Nanosheets With Dual Electronic‐Adsorption Modulation for High‐Efficiency Solar‐Driven H2O2 Synthesi,” Advanced Functional Materials 36 (2025): 23126. [Google Scholar]
- 19. Zhang Q., Liao G., Yang B., et al., “Structural Reorganization of Ultrathin g‐C3N4 Nanosheets for Significantly Boosting Wide‐Spectrum‐Driven CO2 Photoreduction,” Applied Surface Science 638 (2023): 157989. [Google Scholar]
- 20. Xu H., Wang D., Yang P., et al., “Atomically Dispersed M–N–C Catalysts for the Oxygen Reduction Reaction,” Journal of Materials Chemistry A 8 (2020): 23187–23201. [Google Scholar]
- 21. Xue D., Zhao Y., Cao J., Wang Y., Li X., and Ma T., “Spin Engineering of Dual‐Atom Site Catalysts for Efficient Electrochemical Energy Conversion,” Advanced Materials 37 (2025): 2504213. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 22. Qu Q., Mao Y., Ji S., et al., “Engineering the Lewis Acidity of Fe Single‐Atom Sites via Atomic‐Level Tuning of Spatial Coordination Configuration for Enhanced Oxygen Reduction,” Journal of the American Chemical Society 147 (2025): 6914–6924. [DOI] [PubMed] [Google Scholar]
- 23. Jiao D., Ding C., Xu M., Ruan X., Ravi S., and Cui X., “Modulating Yeager Adsorption Configuration of O2 Through Cd Doping in Zn3In2S6 for Photosynthesis of H2O2 ,” Advanced Functional Materials 35 (2025): 2416753. [Google Scholar]
- 24. Yang X., Sun W., Chen L., Li F., Duan T., and Liu W., “Low‐Spin WIII‐Triggered Triplet Spin‐Polarized Electron Delocalization of Tungsten Oxide for Photocatalytic Reduction of Uranium,” Angewandte Chemie International Edition 64 (2025): 202519402. [DOI] [PubMed] [Google Scholar]
- 25. Tian F., Geng S., Li M., et al., “Bioinspired Tandem Catalyst With Topological Ordered Water Networks Accelerates Alkaline Hydrogen Evolution Electrocatalysis,” Applied Catalysis B: Environment and Energy 386 (2026): 126427. [Google Scholar]
- 26. Ren X., Qiu L., Li M., et al., “Hierarchically Interfacial Sulfide/Phosphides Achieve Industry‐Level Water Electrolyzer in Alkaline Conditions at 3 A cm−2 ,” Applied Catalysis B: Environment and Energy 378 (2025): 125622. [Google Scholar]
- 27. Ai L., Zhao Z., Song X., et al., “Curved‐Slit Effect Induced Nucleation for g‐C3N4 Nanorings with Double Concaves and Enhanced Photocatalysis,” Advanced Functional Materials 35 (2025): 2506395. [Google Scholar]
- 28. Zhu X., Zhang Y., Wang Y., Liu Y., and Wu Z., “Oxygen‐Deficient WO3 for Stable Visible‐Light Photocatalytic Degradation of Acetaldehyde Within a Wide Humidity Range,” Chemical Engineering Journal 491 (2024): 152193. [Google Scholar]
- 29. Wang Y., Fu H., Yang X., et al., “Pt Nanoparticles‐Modified WO3@TiO2 Core–Shell Ternary Nanocomposites as Stable and Efficient Photocatalysts in Tetracycline Degradation,” Journal of Materials Science 55 (2020): 14415–14430. [Google Scholar]
- 30. Hu E., Liu Q., Qian Z., et al., “Unveiling Mechanistic Insight into Accelerating Oxygen Molecule Activation by Oxygen Defects in Co3O4‐x/g‐C3N4 p–n Heterojunction for Efficient Photo‐Assisted Uranium Extraction From Seawater,” Small 20 (2024): 2403105. [DOI] [PubMed] [Google Scholar]
- 31. Wang P., Hu E., Wu L., et al., “Tailoring the Electronic Microenvironment of Polymeric Carbon Nitride to Accelerate Reduction Crystallization Kinetics of Uranium Extraction From Seawater,” Applied Catalysis B: Environment and Energy 371 (2025): 125266. [Google Scholar]
- 32. Yu J., González‐Cobos J., Dappozze F., et al., “WO3‐Based Materials for Photoelectrocatalytic Glycerol Upgrading Into Glyceraldehyde: Unravelling the Synergistic Photo‐ and Electro‐Catalytic Effects,” Applied Catalysis B: Environmental 318 (2022): 121843. [Google Scholar]
- 33. Duan L., Wu Y., Zhao J., et al., “Facilitating Charge Spatial Separation for Efficient Photocatalytic H2O2 Production via Ester‐Oxygen Bridged Organic Anthraquinone and Curved Open‐Ring g‐C3N4 Structures,” Advanced Functional Materials 35 (2025): 2416483. [Google Scholar]
- 34. Li J., Chen L., Chu X., et al., “Synergistic Modulation of π–π* and n–π* Transitions by In Situ Phenol‐Like Structure Integration for Efficiently Wide‐Spectrum Hydrogen Production of Ultrathin Carbon Nitride,” Small 20 (2024): 2405013. [DOI] [PubMed] [Google Scholar]
- 35. Wang H., Jing L., Zhang H., et al., “Novel Flower‐Like SnIn4S8/WO3 S‐Scheme Heterojunction Photocatalysts for Enhanced Oxidation of 5‐Hydroxymethylfurfural,” Journal of Energy Chemistry 105 (2025): 373–384. [Google Scholar]
- 36. Li Y., Wang J., Yang Y., et al., “Seed‐Induced Growing Various TiO2 Nanostructures on g‐C3N4 Nanosheets With Much Enhanced Photocatalytic Activity Under Visible Light,” Journal of Hazardous Materials 292 (2015): 79–89. [DOI] [PubMed] [Google Scholar]
- 37. Yu Y., Yan W., Wang X., et al., “Surface Engineering for Extremely Enhanced Charge Separation and Photocatalytic Hydrogen Evolution on g‐C3N4 ,” Advanced Materials 30 (2018): 1705060. [DOI] [PubMed] [Google Scholar]
- 38. Dong Z., Zhang Z., Li Z., et al., “Double‐Shelled Hollow Nanosphere Assembled by TiO2@Surface Sulfate Functionalized CdS for Boosting Photocatalysis Reduction of U(VI) Under Seawater Conditions,” Chemical Engineering Journal 431 (2022): 133256. [Google Scholar]
- 39. Cai Z., Wang J., Fu H., et al., “Designing Flexible TiO2/SrTiO3/BiOBr Recyclable Fiber Membrane With Spatial Dual Oxidation Sites for Photocatalytic Uranium extraction Under Visible Light,” Chemical Engineering Journal 500 (2024): 156785. [Google Scholar]
- 40. Chaung C., Wang Y., Shao Y., et al., “The Effect of Thermal Reduction on the Photoluminescence and Electronic Structures of Graphene Oxides,” Science Reports 4 (2014): 4525. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 41. Smith A. T., Shen K., Hou Z., et al., “Dual Photo‐ and Mechanochromisms of Graphitic Carbon Nitride/Polyvinyl Alcohol Film,” Advanced Functional Materials 32 (2021): 2110285. [Google Scholar]
- 42. Ray S. C., Erasmus R. M., Tsai H. M., Pao C. W., Lin I. N., and Pong W. F., “Hydrogenation Effects of Ultrananocrystalline Diamond Detected by X‐Ray Absorption Near Edge Structure and Raman Spectroscopy,” Japanese Journal of Applied Physics 51 (2012): 095201. [Google Scholar]
- 43. Mo Z., Di J., Yan P., et al., “An All‐Organic D‐A System for Visible‐Light‐Driven Overall Water Splitting,” Small 16 (2020): 2003914. [DOI] [PubMed] [Google Scholar]
- 44. Gu Y., Xi B., Tian W., Zhang H., Fu Q., and Xiong S., “Boosting Selective Nitrogen Reduction via Geometric Coordination Engineering on Single‐Tungsten‐Atom Catalysts,” Advanced Materials 33 (2021): 2100429. [DOI] [PubMed] [Google Scholar]
- 45. Wang X., Li X., Chu X., et al., “Manipulating Surface Termination of Perovskite Manganate for Oxygen Activation,” Advanced Functional Materials 31 (2021): 2006439. [Google Scholar]
- 46. Li Y., Wang H., Chen C., et al., “Ten Thousand Hour Stable Zinc Air Batteries via Fe and W Dual Atom Sites,” Nature Communications 16 (2025): 8085. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 47. Yan G., Xu B., Zhang R., et al., “Noble‐Metal‐Free Ni‐W Dual‐Atom Sites With Bifunctional Synergy for Efficient Photocatalytic CO2 Conversion,” Applied Catalysis B: Environment and Energy 378 (2025): 125535. [Google Scholar]
- 48. Jiang J. W., Wang X. F., and Guo H., “Enhanced Interfacial Charge Transfer/Separation By LSPR‐Induced Defective Semiconductor Toward High Co2 RR Performance,” Small 19 (2023): 2301280. [DOI] [PubMed] [Google Scholar]
- 49. Wu Y., Li Z., Chen Q., Lou Z., Wang G., and Mao J., “Cooperative Atomic Palladium Site and Island‐Distributed S‐Scheme Heterostructure for Photocatalytic C2H6 Production,” ACS Catalysis 15 (2025): 3558–3569. [Google Scholar]
- 50. Xia S., Yin X., Chen Y., et al., “Zeeman Effect‐Boosted Spin‐Polarized Band Splitting in Diluted Magnetic Photocatalysis Semiconductors for Efficient CO2 Photoreduction,” ACS Nano 19 (2024): 1519–1529. [DOI] [PubMed] [Google Scholar]
- 51. Huang Y., Zhang X., Li L., et al., “Mott–Schottky Barrier Enabling High‐Performance Hydrazine‐Assisted Hydrogen Generation at Ampere‐Level Current Densities,” Advanced Functional Materials 35 (2024): 2401011. [Google Scholar]
- 52. Cai Y., Fang M., Xu Y., Wakeel M., Hu B., and Wang X., “Insight Into the Performance and Mechanism of Highly Selective Photocatalytic Uranium Extraction From Solutions Using C3N4/CdS Heterojunction,” Chemical Engineering Journal 518 (2025): 164670. [Google Scholar]
- 53. Tian F., Zhang T., Li M., et al., “Spatially Segregated Sites on Mo/V‐Dual‐Tailored Ru Metallic Glass Nanosheets Accelerate Alkaline Hydrogen Evolution,” Nano Research 19 (2026): 94908226. [Google Scholar]
- 54. Qin X., Zhang L., Xu M., et al., “Efficient Photocatalytic Production of H2O2 Over K‐Doped Carbon Nitride via Magnetic Field‐Modulated Oxygen Reduction,” Applied Catalysis B: Environment and Energy 362 (2025): 124723. [Google Scholar]
- 55. Yang C., Xiang Y., Wang W., et al., “Enhancing Photocatalytic H2O2 Production of Donor−Acceptor Polymers by Modulation of Polymerization Modes,” Applied Catalysis B: Environment and Energy 365 (2025): 124856. [Google Scholar]
- 56. Zhao Y., Li X., Fan X., et al., “Small‐Molecule Catalyzed H2O2 Production via a Phase‐Transfer Photocatalytic Process,” Applied Catalysis B: Environmental 314 (2022): 121499. [Google Scholar]
- 57. Pan R., Lv W., Ge X., et al., “Electron‐Deficient Engineering in Large‐Conjugate‐Heptazine Framework to Effectively Shuttle Hot Electrons for Efficient Photocatalytic H2O2 Production,” Advanced Functional Materials 35 (2024): 2414193. [Google Scholar]
- 58. Liu C., Ren X., Sahoo S. R., et al., “Enriched Oxygen Vacancy‐Mediated Efficient Charge Transfer in S‐Scheme ZnO‐VO @Zn0.5Cd0.5 S Heterojunction for Rapid U(VI) Removal From Nuclear Wastewater,” Advanced Science 12 (2025): 12163. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 59. Li P., Wang Y., Wang J., et al., “Carboxyl Groups on g‐C3N4 for Boosting the Photocatalytic U(VI) Reduction in the Presence of Carbonates,” Chemical Engineering Journal 414 (2021): 128810. [Google Scholar]
- 60. Fu H., Pan Y., Cai Z., et al., “Bi2O3/g‐C3N4 Hollow Core–Shell Z‐Scheme Heterojunction for Photocatalytic Uranium Extraction,” Nano Research 17 (2024): 5845–5855. [Google Scholar]
Associated Data
This section collects any data citations, data availability statements, or supplementary materials included in this article.
Supplementary Materials
Supporting File: advs75637‐sup‐0001‐SuppMat.docx.
Data Availability Statement
The data that support the findings of this study are available on request from the corresponding author. The data are not publicly available due to privacy or ethical restrictions.

