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. 2026 Jul 8;18(14):1686. doi: 10.3390/polym18141686
Abbreviation Definition Unit
ANN Artificial neural network -
BCC Body-centered cubic -
C Rod-length configuration in specimen coding -
CFE Crushing force efficiency %
CFEIPCF Crushing force efficiency based on initial peak crushing force %
CFEPCF Crushing force efficiency based on peak crushing force %
CFRP Carbon fiber-reinforced polymer -
DLP Digital light processing -
EA Energy absorption J
F(s) Crushing force as a function of displacement N
FCC Face-centered cubic -
G Graded rod-length configuration containing short, medium, and long CFRP rods -
GPR Gaussian process regression -
IPA Isopropyl alcohol -
IPCF Initial peak crushing force N
KC-E Empty Kelvin-cell lattice -
L Long CFRP rod mm
m Specimen mass g
M Medium CFRP rod mm
MAE Mean absolute error -
MCF Mean crushing force N
MSLA Masked stereolithography -
N Number of CFRP rods in specimen coding -
N5 Specimen group reinforced with 5 CFRP rods -
N13 Specimen group reinforced with 13 CFRP rods -
P CFRP rod placement pattern in specimen coding -
P1 Core-dominated CFRP rod placement pattern -
P2 Frame-type CFRP rod placement pattern -
P3 Distributed CFRP rod placement pattern -
PCF Peak crushing force N
RMSE Root mean square error -
RT Regression tree -
S Short CFRP rod mm
s Deformation displacement mm
SEA Specific energy absorption J/g
SVM Support vector machine -
U30 Uniform rod-length configuration with 30 mm CFRP rods -
U40 Uniform rod-length configuration with 40 mm CFRP rods -
U50 Uniform rod-length configuration with 50 mm CFRP rods -
50/50 Hybrid rod-length configuration containing short and long CFRP rods -