Abstract
Topological defects such as vortices, dislocations or domain walls define many important effects in superconductivity, superfluidity, magnetism, liquid crystals, and plasticity of solids. Here we address the breakdown of the topologically-protected stability of such defects driven by strong external forces. We focus on Josephson vortices that appear at planar weak links of suppressed superconductivity which have attracted much attention for electronic applications, new sources of THz radiation, and low-dissipative computing. Our numerical simulations show that a rapidly moving vortex driven by a constant current becomes unstable with respect to generation of vortex-antivortex pairs caused by Cherenkov radiation. As a result, vortices and antivortices become spatially separated and accumulate continuously on the opposite sides of an expanding dissipative domain. This effect is most pronounced in thin film edge Josephson junctions at low temperatures where a single vortex can switch the whole junction into a resistive state at currents well below the Josephson critical current. Our work gives a new insight into instability of a moving topological defect which destroys global long-range order in a way that is remarkably similar to the crack propagation in solids.
Quantized vortex lines are quintessential topological defects1,2 which determine the behavior of superconductors and superfluids. Vortices in superconductors are characterized by an integer winding number n in the phase φ of the complex order parameter Ψ = Δexp(iφ), singularity of ∇φ in a vortex core, and the quantized magnetic flux, ϕ = nϕ0, where ϕ0 = h/2e = 2.07 × 10−15 Wb is the magnetic flux quantum, e is the electron charge and h is the Planck constant. Because destruction of a topological defect requires overcoming a huge energy barrier proportional to the length or the area of a system, vortices can only disappear by annihilating with antivortices with the opposite sign of n or exiting through the sample surface, or forming shrinking loops. This brings about the question: does this fundamental, topologically-protected stability of vortices remain preserved for a vortex driven by a strong force and, more generally, what happens to a global long-range order if a moving topological defect becomes unstable? To address this issue, we performed numerical simulations of vortices in superconducting-insulating-superconducting (SIS) Josephson junctions3,4 where the lack of suppression of the superconducting gap Δ(r) greatly reduces viscous drag of vortices, allowing them to reach velocities as high as a few percent of the speed of light c under a strong current drive. Dynamics of superfast Josephson vortices has been probed in annular thin film junctions5, and has recently attracted much attention for the development of superconducting qubits and low-dissipative digital memory6,7,8, and new sources of THz radiation9. We show that a rapidly moving vortex can become unstable, causing a cascade of expanding vortex-antivortex pairs, which eventually destroy the global long-range order. This effect may impose limitations on the performance of Josephson memory6,7,8, superconducting sources of THz radiation9, or polycrystalline superconducting resonator cavities for particle accelerators10, and have broader implications for other systems with long-range order.
We start with a standard theory of a Josephson vortex in a long junction described by the sine-Gordon equation for the phase difference of the order parameter θ(x, t) = φ1 − φ2 between two bulk electrodes3,4:
Here the prime and the overdot denote partial derivatives with respect to the dimensionless coordinate x/λJ and time ωJt, ωJ = (2πJc/ϕ0C)1/2 is the Josephson plasma frequency, Jc is the tunneling critical current density, C is the specific capacitance of the junction, λJ = (ϕ0/4πμ0λJc)1/2 is the Josephson penetration depth, λ is the London penetration depth, η = 1/ωJRC is the damping constant due to the ohmic quasiparticle resistance R, and β = J/Jc is the driving parameter controlled by a uniform transport current density J.
The sine-Gordon equation has been one of the most widely used equations to describe topological defects in charge and spin density waves11, commensurate-incommensurate transitions12,13,14, magnetic domain walls15, dislocations in crystals16,17, kinks on DNA molecules18,19, etc. Particularly, the 2π kink solution of equation (1) at η → 0 describes a Josephson vortex of width moving with a constant velocity v, where cs = ωJλJ is the Swihart velocity of propagation of electromagnetic waves along the junction3. As v increases, the vortex shrinks at η ≪ 1 and expands at η > 14.
The Lorentz-like contraction of the Josephson vortex at η ≪ 1 indicates that equation (1) should be modified at large velocities if L(v) approaches the geometry-dependent magnetic screening length Λ. Indeed, equation (1) was obtained assuming that both θ(x, t) and the magnetic field B(x, t) produced by vortex currents vary slowly along the junction over the same length ~L(v) ≫ Λ3; otherwise θ(x, t) and B(x, t) vary over different lengths and the relation between B(x, t) and θ(x, t) becomes nonlocal4. The equation, which generalizes equation (1) to θ(x, t) and B(x, t) varying over any lengths larger than the superconducting coherence length ξ, is given by20,21,22,23:
where ϵ = λJ/λ, α = Λ/λJ, and the kernel G(x) depends on the sample geometry. Here G(x/α) = π−1K0(x/α) for a planar junction in a bulk superconductor, where α = λ/λJ and K0(x) is the modified Bessel function21. For an edge junction in a thin film of thickness t ≪ λ, we have 2G(x/α) = H0(x/α) − Y0(x/α), where α = 2λ2/tλJ, and H0(x) and Y0(x) are the Struve and Bessel functions, respectively22,23. The kernels G(x, u) for different geometries decrease with u at |x − u| > Λ and have the same logarithmic singularity at u = x20,21,22,23. The nonlocal effects are most pronounced at , particularly in high-Jc bulk junctions with Jc > Jd/κ21 and thin film junctions20,22,23,24 with large Pearl length Λ = 2λ2/t, where Jd = ϕ0/23/2μ0λ2ξ is the depairing current density, and κ = λ/ξ. At , only the universal logarithmic part of G(x, u)
is essential, while a nonsingular, geometry-dependent part of G(x, u) can be disregarded21,22,23. Equations (2)-(3), describe mixed Abrikosov vortices with Josephson cores of length along the junction (AJ vortices)21. Equations (2)-(3), in the overdamped limit of η ≫ 1 have an exact solution that describes a driven AJ vortex core with weak suppression of Δ(x) and the length L = (1 − β2)−1/2l expanding as β increases21. AJ vortices have been observed in flux flow experiments on low-angle grain boundaries of high-Tc cuprates25, the c–axes resistivity in layered pnictides26, and most recently by STM imaging of step edge junctions in Pb and In monolayers on Si substrates27,28. Equations (2)-(3), also reduce to the Peierls equation that describes slow dislocations in crystals16.
Unlike the sine-Gordon equation, the nonlocal equation (2) at η = 0 is not Lorentz-invariant, so a uniformly moving vortex can radiate Cherenkov waves δθ(x, t) ∝ exp(ikx − iωkt) with the phase velocities ωk/k smaller than v23,29. The condition of Cherenkov radiation at η = 0 is given by:
where , and G(k) is the Fourier image of G(x). Here G(k) decreases as 1/k at k > Λ−1 so equation (4) is satisfied for k > kc where the maximum wavelength 2π/kc increases with v30. To address the effect of Cherenkov radiation on the moving vortex, we performed numerical simulations of equation (2) for SIS junctions of different geometries.
Shown in Fig. 1 are the numerical results for a planar bulk junction at η = 0.05 and the large ratio λJ/λ = 10 usually described by the sine-Gordon equation (1). Yet the more general integral equation (2) reveals the effects which are not captured by equation (1), particularly a trailing tail of Cherenkov radiation behind a vortex moving with a constant velocity29. Moreover, as the amplitude and the wavelength of radiation increase with v, the vortex becomes unstable at β > βs, the instability is triggered at the highest maximum of Cherenkov wave where θm reaches a critical value θc ≈ 8.65–8.84, depending on η, λ/Λ, and the junction geometry30. Here θc is confined within the interval 5π/2 < θc < 3π in which a uniform state of a Josephson junction is unstable3,4. As the velocity increases, the domain where 5π/2 < θ(x − vt) < 3π behind the moving vortex widens and eventually becomes unstable as its length exceeds a critical value. This suggests a qualitative picture of the vortex instability caused by the appearance of a trailing critical nucleus being in the unstable π-junction state3,4 caused by strong Cherenkov radiation. The latter appears entirely due to the Josephson nonlocality described by equation (2), which has no steady-state vortex solutions at J > Js where Js can be well below Jc at which the whole junction switches into a resistive state.
The dynamic solutions of equation (2) at β > βs change strikingly. Our simulations have shown that the instability originates at the highest maximum θ = θm of the trailing Cherenkov wave which starts growing and eventually turning into an expanding vortex-antivortex pair30, as shown in Fig. 1. As the size of this pair grows, it generates enough Cherenkov radiation to produce two more vortex-antivortex pairs which in turn produce new pairs. Continuous generation of vortex-antivortex pairs results in an expanding dissipative domain in which vortices accumulate at the left side, antivortices accumulate at the right side, while dissociated vortices and antivortices pass through each other in the middle30. As a result, θ(x, t) evolves into a growing “phase pile” with the maximum θm(t) increasing approximately linear with time and the edges propagating with a speed which can be both smaller and larger than cs, the phase difference θ(∞) − θ(−∞) = 2π between the edges remains fixed. We observed the phase pile dynamic state for different junction geometries and η ranging from 10−3 to 0.530. For instance, Figs 2 and 3 show the 3D images of the initial stage of dynamic separation of vortices and antivortices calculated for a bulk junction and a thin-film edge junction. Here the local magnetic field B(x, t) oscillates strongly at the moving domain edges but becomes rather smooth away from them, as shown in Fig. 4. In the most part of the phase pile overlapping vortices are indistinguishable, yet the net flux ϕ = ϕ0 of this evolving multiquanta magnetic dipole remains quantized.
Shown in Fig. 5 are the steady-state vortex velocities v(β) calculated for different junction geometries. The instability corresponds to the endpoints of the v(β) curves which have two distinct parts. At small the velocity v(β) increases sharply with a slope limited by a weak quasiparticle viscous drag. At larger the increase of v(β) with β slows down, as the vortex velocities are mostly limited by radiation friction29 and depend weakly on the form of dissipative terms in equation (2). For a low-Jc junction with λJ/λ = 10, the effect of Cherenkov radiation on v(β) is weak, but for a high-Jc bulk junction with and η ≪ 1, radiation friction dominates at practically all β, significantly reducing both v(β) and βs.
For thin film edge junctions, the critical splitting current density Js gets reduced down to Js ≈ 0.4Jc at η = 10−3, as shown in Fig. 5. In the extreme nonlocal limit described by equations (2) and (3), the maximum velocity vs = v(Js) at which the steady-state moving vortex remains stable, can be written in the scaling form vs = csλJf(η)/λ, where f(η) decreases from ≃2.5 at η = 0.5 to ≃1 at η = 10−3. The Josephson vortex in thin film edge junctions can reach the velocities exceeding the nominal Swihart velocity cs = ωJλJ at J ≃ Js if λJ > λ but l < Λ, that is, . Dynamics of θ(x, t) in the nonlocal limit at J > Js is similar to that is shown in Figs 1, 2, 3, except that the edges of phase pile can propagate with “superluminal” velocities if λJ > λ30. Once vortex-antivortex pairs start replicating, the speed of leading vortices at the edges gradually increases from vs to a limiting value v∞, for instance, from vs ≈ 0.72lωJ to v∞ ≈ 1.12lωJ for an edge junction with l = Λ/2 and η = 0.130.
The effects reported here are most pronounced in underdamped SIS junctions between s-wave superconductors at low temperatures for which the viscous drag coefficient η ∝ exp(−Δ/T) due to thermally-activated quasiparticles3 is small. Here η ≪ 1 also implies that a moving vortex does not generate additional quasiparticles because the induced Josephson voltage is smaller than Δ/e, where is the maximum phase gradient. These conditions are satisfied for the parameters used in the calculations and are facilitated by the electromagnetic nonlocality of thin film edge junctions30, particularly monolayer junctions27,28. Furthermore, a small power P dissipated by a moving vortex at η ≪ 1 does not really affect the Cherenkov instability. For instance, P generated by a vortex at the critical velocity in a thin film junction is given by30:
This equation shows that the power P is independent of Jc and is greatly reduced in the underdamped limit at low temperatures as the quasiparticle resistance R of SIS junctions becomes exponentially large at T ≪ Tc. To estimate P, it is convenient to write equation (5) in the form , where is a characteristic line energy of Abrikosov vortex31. For an edge junction in a Nb film with t = 1 nm, λ = 40 nm, ε0 ~ 104 kelvin/nm, and ωJ = 100 GHz much smaller than THz10, equation (5) yields P ~ 0.16 nW at η = 10−2. Local overheating δT = PYK caused by vortex dissipation is further reduced in thin film junctions for which the energy transfer to the substrate due to ballistic phonons is much more effective than diffusive phonon heat transport in thick samples, where YK is the Kapitza interface thermal resistance32. Such weak overheating caused by a moving vortex cannot result in thermal bistability and hysteric switching due to hotspot formation32.
Proliferation of vortex-antivortex pairs triggered by a moving Josephson vortex can be essential for the physics and applications of weak link superconducting structures where the formation of expanding phase pile patterns can switch the entire junction into a normal state at currents well below the Josephson critical current, . Such dynamic vortex instability can result in hysteretic jumps on the V-I curves which appear similar to those produced by heating effects4,9, yet this instability is affected by neither cooling conditions nor the nonequilibrium kinetics of quasiparticles. Indeed, heating is most pronounced in overdamped junctions with η > 1 in which Cherenkov radiation is suppressed. By contrast, the Cherenkov instability is characteristic of the weakly-dissipative underdamped limit η ≪ 1, although Fig. 5 shows that this instability in thin film edge junctions can persist up to η = 0.5. Therefore, the crucial initial stage of the phase pile formation at η ≪ 1 is unaffected by heating which may become more essential at the final stages of the transition of the entire junction into the normal state. At η ~ 1 the Cherenkov instability may be masked by heating effects, particularly in bulk junctions for which heat transfer to the coolant is less efficient than in thin films.
It should be emphasized that the instability reported here does not require special junctions with Jc ~ Jd. In fact, even for the seemingly conventional bulk junction with λJ = 10λ shown on the top panel of Fig. 5, the instability at implies Jc ~ 0.01Jd/κ, which translates into Jc ~ 10−4Jd for bulk NbN junctions. Moreover, in wide thin film edge junctions the nonlocality becomes important at even much lower Jc, as is evident from the lower panel of Fig. 5. Therefore, the effects reported here can occur in conventional underdamped junctions with Jc ≪ Jd, particularly wide thin film or monolayer edge junctions. Interaction of Josephson vortices with pinned Abrikosov vortices in electrodes can result in additional mechanisms of splitting instability of Josephson vortices. For instance, radiation by Josephson vortices can be greatly enhanced as they move in a periodic magnetic potential of Abrikosov vortices along weak link grain boundaries25,33, whereas Abrikosov vortices trapped perpendicular to the Josephson junction can result in generation of Josephson vortex-antivortex pairs in the presence of the applied electric current34.
Our results can be essential for other topological defects such as crystal dislocations or magnetic domain walls described by the generic nonlocal equation (2) in which the integral term results from a common procedure of reduction of coupled evolution equations for several relevant fields to a single equation. For Josephson junctions, such coupled fields are θ and B, but for domain walls in ferromagnets, the nonlocality can result from long-range magnetic dipolar interactions35. For dislocations, the nonlocality and Cherenkov radiation of sound waves in equation (2) come from the discreteness of the crystal lattice17 and long-range strain fields16, although the dynamic terms in the Peierls equation36,37 are more complex than those in equation (2). Dynamic instabilities of dislocations have been observed in the lattice Frenkel-Kontorova models17 in which sonic radiation can also result from periodic acceleration and deceleration of a dislocation moving in a crystal Peierls-Nabarro potential16. The latter effect becomes more pronounced as the dislocation core shrinks at higher velocities and becomes pinned more effectively by the lattice. By contrast, the instability reported here results entirely from Cherenkov radiation, the condition (4) can be satisfied for any system in which G(k) in equation (4) decreases with k. This instability can thus have broader implications: for instance, the phase pile dynamics of Josephson vortices appears similar to a microcrack propagation caused by a continuous pileup of subsonic dislocations with antiparallel Burgers vectors at the opposite tips of a growing crack described by equations (2) and (3)16.
Our results give a new insight into breakdown of a global long-range order which has been usually associated with either thermally-activated proliferation of topological defects (like in the Berezinskii-Kosterletz-Thouless transition) or static arrays of quenched topological defects pinned by the materials disorder2. Here we point out a different mechanism in which a long-range order is destroyed as a single topological defect driven by a strong external force becomes unstable and triggers a cascade of expanding pairs of topological defects of opposite polarity.
Methods
We have developed an efficient MATLAB numerical code to solve the main integro-differential equation (2) using the method of lines38. By discretizing the integral term in equation (2) it was reduced to a set of coupled nonlinear ordinary differential equations in time which were solved by the multistep, variable order Adams-Bashforth-Moulton method39. We have checked our numerical results using a slower iterative method to make sure that the logarithmic singularity of G(x − u) is handled properly, the absolute and relative error tolerances were kept below 10−6. The length Lb of computational box x1 < x < x1 + Lb along the x–axis (either co-moving with the vortex or expanding with the phase pile) was taken large enough to assure no artifacts coming from possible reflected waves at x = x1 and x = x1 + Lb. We set and and made sure that changing Lb does not affect the results, where Lb was typically taken at least three times larger than the spatial extent of θ(x, t), be it a single vortex or expanding phase pile. The steady state phase distribution θ(x − vt) in a uniformly moving vortex at a given β was computed by solving the full dynamic equation (2) using the single-vortex solution calculated at a smaller preceding value of β as an initial condition. The code then run until the velocity of the vortex stabilizes to the accuracy better than 0.1%.
Additional Information
How to cite this article: Sheikhzada, A. and Gurevich, A. Fragmentation of Fast Josephson Vortices and Breakdown of Ordered States by Moving Topological Defects. Sci. Rep. 5, 17821; doi: 10.1038/srep17821 (2015).
Acknowledgments
This work was supported by the United States Department of Energy under Grant No. DE-SC0010081.
Footnotes
Author Contributions A.S. performed all numerical simulations described here, and A.G. directed the project. Both authors contributed to the manuscript.
References
- Mermin. N. D. The topological theory of defects in ordered media. Rev. Mod. Phys. 51, 591–648 (1979). [Google Scholar]
- Chaikin P. M. & Lubensky T. C. Principles of Condensed Matter Physics. (Cambridge University Press, Cambridge, New York, Madrid, 2010). [Google Scholar]
- Barone A. & Paterno G. Physics and Applications of Josephson Effects (Wiley, New York, 1982). [Google Scholar]
- Likharev K. K. Dynamics of Josephson Junctions and Circuits (Gordon and Breach Science Publishers, New York, 1986). [Google Scholar]
- Ustinov A. V. et al. Dynamics of sine-Gordon solitons in the annular Josephson junction. Phys. Rev. Lett. 69, 1815–1818 (1992). [DOI] [PubMed] [Google Scholar]
- Herr A., Fedorov A., Shnirman A., Il’ichev E. & Schon G. Design of a ballistic fluxon qubit readout. Supercond. Sci. Technol. 20, S450 (2007). [Google Scholar]
- Devoret M. & Schoelkopf R. Superconducting circuits for quantum information: An outlook. Science 339, 1169–1174 (2013). [DOI] [PubMed] [Google Scholar]
- Fedorov K. G., Shcherbakova A. V., Wolf M. J., Beckmann D. & Ustinov A. V. Fluxon readout of a superconducting qubit. Phys. Rev. Lett. 112, 160502 (2014). [DOI] [PubMed] [Google Scholar]
- Welp U., Kadowaki K. & Kleiner R. Superconducting emitters of THz radiation. Nature Photonics 7, 702–710 (2013). [Google Scholar]
- Gurevich A. Superconductivity radio-frequency fundamentals for particle accelerators. Rev. Accel. Sci. Technol. 5, 119–146 (2012). [Google Scholar]
- Grüner G. The dynamics of charge density waves. Rev. Mod. Phys. 60, 1129–1181 (1988). [Google Scholar]
- Pokrovsky V. L. & Talapov A. L. Ground state, spectrum, and phase diagram of 2-dimensional incommensurate crystals. Phys. Rev. Lett. 42, 65–67 (1979). [Google Scholar]
- Bak P. Commensurate phases, incommensurate phases, and devil’s staircase. Rep. Prog. Phys. 45, 587–629 (1982). [Google Scholar]
- Woods C. R. et al. Commensurate-incommensurate transition in graphene on hexagonal boron nitride. Nature Phys. 10, 451–456 (2014). [Google Scholar]
- Bar’yakhtar V. G., Chetkin M. V., Ivanov B. A. & Gadetskii S. N. Dynamics of Topological Magnetic Solitons. (Springer-Verlag, Berlin, Heidelberg, New York, 1994). [Google Scholar]
- Hirth J. B. & Lothe J. Theory of Dislocations. (McGraw-Hill, New York, 1968). [Google Scholar]
- Braun O. M. & Kivshar Yu. S. The Frenkel-Kontorova Model: Concepts, Methods, and Applications (Springer-Verlag, Berlin, New York, 2004). [Google Scholar]
- Salerno M. Discrete model for DNA-promoter dynamics. Phys. Rev. A 44, 5292–5297 (1991). [DOI] [PubMed] [Google Scholar]
- Yakushevich L. V. Nonlinear physics of DNA (2nd ed., John Wiley and Sons, 2006). [Google Scholar]
- Ivanchenko Yu. M. & Soboleva T. K. Nonlocal interaction in Josephson junctions. Phys. Lett. A 147, 65–69 (1990). [Google Scholar]
- Gurevich A. Nonlinear viscous motion of vortices in Josephson contacts. Phys. Rev. B 48, 12857–12865 (1993). [DOI] [PubMed] [Google Scholar]
- Kogan V. G., Dobrovitski V. V., Clem J. R., Mawatari Y. & Mints R. G. Josephson junction in a thin film. Phys. Rev. B 63, 144501 (2001). [Google Scholar]
- Abdulmalikov A. A., Alfimov G. L. & Malishevskii A. S. Nonlocal electrodynamics of Josephson vortices in superconducting circuits. Supercond. Sci. Technol. 22 023001 (2009). [Google Scholar]
- Boris A. A. et al. Evidence for nonlocal electrodynamics in planar Josephson junctions. Phys. Rev. Lett. 111, 117002 (2013). [DOI] [PubMed] [Google Scholar]
- Gurevich A. et al. Flux flow of Abrikosov-Josephson vortices along grain boundaries in high-temperature superconductors. Phys. Rev. Lett. 88, 097001 (2002). [DOI] [PubMed] [Google Scholar]
- Moll P. J. W. et al. Transition from slow Abrikosov to fast moving Josephson vortices in iron pnictide superconductors. Nature Mater. 12, 134–138 (2013). [DOI] [PubMed] [Google Scholar]
- Brun C. et al. Remarkable effects of disorder on superconductivity of single atomic layers of lead on silicon. Nature Phys. 10, 444–450 (2014). [Google Scholar]
- Yoshizawa S. et al. Imaging Josephson vortices on the surface superconductor Si (111)--In using a scanning tunneling microscope. Phys. Rev. Lett. 113, 247004 (2014). [DOI] [PubMed] [Google Scholar]
- Mints R. G. & Snapiro I. B. Josephson-vortex Cherenkov radiation. Phys. Rev. B 52 9691 (1995). [DOI] [PubMed] [Google Scholar]
- See the Supplemental Information for details of calculations and movies of vortex instabilities for different junction geometries.
- Blatter G., Feigel’man M. V., Geshkenbein V. B., Larkin A. I. & Vinokur V. M. Vortices in high-temperature superconductors. Rev. Mod. Phys. 66, 1125–1532 (1994). [Google Scholar]
- Gurevich A. V. & Mints R. G. Self-heating in normal metals and superconductors. Rev. Mod. Phys. 59, 941–999 (1987). [Google Scholar]
- Gurevich A. & Cooley L. D. Anisotropic flux pinning in a network of planar defects. Phys. Rev. B 50, 13563–13576 (1994). [DOI] [PubMed] [Google Scholar]
- Berdiyorov G. R., Milosević M. V., Savel’ev S., Kusmartsev F. & Peeters F. M. Parametric amplification of vortex-antivortex pair generation in a Josephson junction. Phys. Rev. B 90, 134505 (2014). [Google Scholar]
- Cizeau P., Zapperi S., Durin G. & Stanley H. E. Dynamics of a ferromagnetic domain wall and the Barkhausen effect. Phys. Rev. Lett. 79, 4669–4672 (1997). [Google Scholar]
- Rosakis P. Supersonic dislocation kinetics from an augmented Peierls model. Phys. Rev. Lett. 86, 95–98 (2001). [DOI] [PubMed] [Google Scholar]
- Pillon L., Denoual C. & Pellegrini Y. P. Equation of motion for dislocations with inertial effects. Phys. Rev. B 76, 224105 (2007). [Google Scholar]
- Schiesser W. E. The Numerical Method of Lines: Integration of Partial Differential Equations (Academic Press, San Diego, 1991). [Google Scholar]
- Shampine L. F. & Gordon M. K. Computer Solution of Ordinary Differential Equations: The Initial Value Problem (W. H. Freeman, San Francisco, 1975). [Google Scholar]