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References from Optimization of ZE41 hybrid composite density through an integrated hybrid ANN-GA and RSM models. Local targets link to admitted publications; unresolved targets remain external evidence.
Unresolved reference
2021 · External reference
10.3390/engproc2026130006
10.3390/engproc2026130006 · External reference
10.3390/ma15072629
10.3390/ma15072629 · 2022 · External reference
10.1016/j.matpr.2021.09.525
10.1016/j.matpr.2021.09.525 · External reference
Composite coatings based on nickel and Y2O3 nanoparticles: a comprehensive analysis of developments in electrodeposition and functional property optimization
10.1007/s00170-025-15360-x · External reference
Unresolved reference
2021 · External reference
Unresolved reference
2012 · External reference
10.36922/msam025090010
10.36922/msam025090010 · 2025 · External reference
Unresolved reference
2026 · External reference
Synergistic effects of Ti₃SiC₂ and NiTi on the mechanical and tribological performance of stir-cast ZE41 hybrid composites
10.1016/j.jalmes.2026.100266 · External reference
Influence of Synthesis Parameters on Density and Phase Composition of Materials Based on Ti3SiC2
10.1007/s11148-021-00564-x · External reference
10.1007/s11467-019-0937-9
10.1007/s11467-019-0937-9 · External reference
10.1038/s41598-026-37295-3
10.1038/s41598-026-37295-3 · External reference
10.1016/j.matpr.2020.11.1002
10.1016/j.matpr.2020.11.1002 · External reference
Unresolved reference
2023 · External reference
Effect of Premixing Process on the Uniform Distribution of Nano hBN and Carbon Fiber Reinforcements in AA7050 Matrix
10.46793/aeletters.2026.11.1.2 · 2026 · External reference
10.1007/s12540-020-00612-0
10.1007/s12540-020-00612-0 · External reference
Porosity defects of bulk metallic glass casting
10.1016/j.jallcom.2026.190151 · External reference
Unresolved reference
2020 · External reference
10.1016/j.matpr.2021.06.442
10.1016/j.matpr.2021.06.442 · External reference
Lightweight composite materials in automotive engineering: State-of-the-art and future trends
10.1016/j.aej.2024.12.002 · External reference
A novel deposition strategy to reduce porosity and enhance density in material extrusion production
10.1007/s40964-024-00694-x · External reference
Unresolved reference
2025 · External reference
10.1007/s11831-023-09963-4
10.1007/s11831-023-09963-4 · External reference
10.1007/978-3-030-60166-9_12
10.1007/978-3-030-60166-9_12 · 2021 · External reference
Mechanical properties optimization using response surface methodology (RSM) of a bio-mortar manufactured based on sisal fibers
10.1007/s00170-025-15664-y · External reference
Unresolved reference
2023 · External reference
ANN-based parameter selection for tolerance-compliant FDM manufacturing: A drawing-driven optimization approach
10.1007/s00170-026-18808-w · External reference
ANN-GA based parametric optimization of Al-TiB2 metal matrix composite material processing technique
10.1016/j.mtcomm.2021.102444 · External reference
Comparative analysis of RSM and ANN-GA based modeling for protein extraction from cotton seed meal: Effect of extraction parameters on amino acid profile and nutritional characteristics
10.1016/j.fbp.2024.12.016 · External reference
Unresolved reference
2018 · External reference
Unresolved reference
2025 · External reference
Integrating RSM and ANN for surface quality modeling and prediction in Fused Filament Fabrication
10.1007/s40964-025-01167-5 · External reference
Genetic algorithms: theory, genetic operators, solutions, and applications
10.1007/s12065-023-00822-6 · External reference
10.3390/polym16142063
10.3390/polym16142063 · 2063 · External reference
Taguchi and ANOVA analysis for the optimization of the microencapsulation of a volatile phase change material
10.1016/j.jmrt.2021.01.025 · 2021 · External reference
Heat treatment of NiTi alloys: Influence of volumetric energy density on ageing parameters and the resulting physical properties
10.1016/j.jmrt.2023.09.251 · 2023 · External reference
10.1016/j.matpr.2018.02.002
10.1016/j.matpr.2018.02.002 · External reference
10.3390/met11071034
10.3390/met11071034 · External reference
10.3390/nano11092230
10.3390/nano11092230 · External reference
Unresolved reference
2025 · External reference
Hybrid reinforcement of micro-B4C and nano-h-BN in AA6061 aluminum matrix composites: Fabrication, microstructural evolution, and performance mechanisms
10.1016/j.jmrt.2026.01.125 · External reference
10.1016/j.matpr.2020.06.466
10.1016/j.matpr.2020.06.466 · 2021 · External reference
Optimization of Artificial Neural Network (ANN) Models Applied to Experimental Synthesis of Gold Nanoparticles (Au)
10.1002/tee.70043 · External reference
Response surface methodology and artificial neural network analysis of crude palm kernel oil biodiesel production
10.1016/j.cdc.2020.100478 · External reference
10.1186/s44147-024-00436-4
10.1186/s44147-024-00436-4 · External reference
10.1088/2053-1591/abaac8
10.1088/2053-1591/abaac8 · External reference
A robust solution of a statistical inverse problem in multiscale computational mechanics using an artificial neural network
10.1016/j.cma.2020.113540 · External reference
AI-based modeling and data-driven evaluation for smart manufacturing processes
10.1109/jas.2020.1003114 · 2020 · External reference
10.1038/s41598-023-48679-0
10.1038/s41598-023-48679-0 · External reference
Design optimization of laminated composite structures using artificial neural network and genetic algorithm
10.1016/j.compstruct.2022.116500 · External reference
Effect of graphene nanoparticle reinforcement on the mechanical properties of ZE41/graphene nanocomposites prepared by stir casting route
10.1007/s00170-024-13508-9 · External reference
Predicting Mechanical Properties of Magnesium Matrix Composites with Regression Models by Machine Learning
10.3390/jcs7090347 · 2023 · External reference
10.1007/s12633-023-02564-7
10.1007/s12633-023-02564-7 · External reference
Optimization of Artificial Neural Network (ANN) Models Applied to Experimental Synthesis of Gold Nanoparticles (Au)
10.1002/tee.70043 · ExternalCitation · doi-reference
10.1007/978-3-030-60166-9_12
10.1007/978-3-030-60166-9_12 · ExternalCitation · doi-reference
Effect of graphene nanoparticle reinforcement on the mechanical properties of ZE41/graphene nanocomposites prepared by stir casting route
10.1007/s00170-024-13508-9 · ExternalCitation · doi-reference
Composite coatings based on nickel and Y2O3 nanoparticles: a comprehensive analysis of developments in electrodeposition and functional property optimization
10.1007/s00170-025-15360-x · ExternalCitation · doi-reference
Mechanical properties optimization using response surface methodology (RSM) of a bio-mortar manufactured based on sisal fibers
10.1007/s00170-025-15664-y · ExternalCitation · doi-reference
ANN-based parameter selection for tolerance-compliant FDM manufacturing: A drawing-driven optimization approach
10.1007/s00170-026-18808-w · ExternalCitation · doi-reference
Influence of Synthesis Parameters on Density and Phase Composition of Materials Based on Ti3SiC2
10.1007/s11148-021-00564-x · ExternalCitation · doi-reference
10.1007/s11467-019-0937-9
10.1007/s11467-019-0937-9 · ExternalCitation · doi-reference
10.1007/s11831-023-09963-4
10.1007/s11831-023-09963-4 · ExternalCitation · doi-reference
Genetic algorithms: theory, genetic operators, solutions, and applications
10.1007/s12065-023-00822-6 · ExternalCitation · doi-reference
10.1007/s12540-020-00612-0
10.1007/s12540-020-00612-0 · ExternalCitation · doi-reference
10.1007/s12633-023-02564-7
10.1007/s12633-023-02564-7 · ExternalCitation · doi-reference
A novel deposition strategy to reduce porosity and enhance density in material extrusion production
10.1007/s40964-024-00694-x · ExternalCitation · doi-reference
Integrating RSM and ANN for surface quality modeling and prediction in Fused Filament Fabrication
10.1007/s40964-025-01167-5 · ExternalCitation · doi-reference
Lightweight composite materials in automotive engineering: State-of-the-art and future trends
10.1016/j.aej.2024.12.002 · ExternalCitation · doi-reference
Response surface methodology and artificial neural network analysis of crude palm kernel oil biodiesel production
10.1016/j.cdc.2020.100478 · ExternalCitation · doi-reference
A robust solution of a statistical inverse problem in multiscale computational mechanics using an artificial neural network
10.1016/j.cma.2020.113540 · ExternalCitation · doi-reference
Design optimization of laminated composite structures using artificial neural network and genetic algorithm
10.1016/j.compstruct.2022.116500 · ExternalCitation · doi-reference
Comparative analysis of RSM and ANN-GA based modeling for protein extraction from cotton seed meal: Effect of extraction parameters on amino acid profile and nutritional characteristics
10.1016/j.fbp.2024.12.016 · ExternalCitation · doi-reference
Porosity defects of bulk metallic glass casting
10.1016/j.jallcom.2026.190151 · ExternalCitation · doi-reference
Synergistic effects of Ti₃SiC₂ and NiTi on the mechanical and tribological performance of stir-cast ZE41 hybrid composites
10.1016/j.jalmes.2026.100266 · ExternalCitation · doi-reference
Taguchi and ANOVA analysis for the optimization of the microencapsulation of a volatile phase change material
10.1016/j.jmrt.2021.01.025 · ExternalCitation · doi-reference
Heat treatment of NiTi alloys: Influence of volumetric energy density on ageing parameters and the resulting physical properties
10.1016/j.jmrt.2023.09.251 · ExternalCitation · doi-reference
Hybrid reinforcement of micro-B4C and nano-h-BN in AA6061 aluminum matrix composites: Fabrication, microstructural evolution, and performance mechanisms
10.1016/j.jmrt.2026.01.125 · ExternalCitation · doi-reference
10.1016/j.matpr.2018.02.002
10.1016/j.matpr.2018.02.002 · ExternalCitation · doi-reference
10.1016/j.matpr.2020.06.466
10.1016/j.matpr.2020.06.466 · ExternalCitation · doi-reference
10.1016/j.matpr.2020.11.1002
10.1016/j.matpr.2020.11.1002 · ExternalCitation · doi-reference
10.1016/j.matpr.2021.06.442
10.1016/j.matpr.2021.06.442 · ExternalCitation · doi-reference
10.1016/j.matpr.2021.09.525
10.1016/j.matpr.2021.09.525 · ExternalCitation · doi-reference
ANN-GA based parametric optimization of Al-TiB2 metal matrix composite material processing technique
10.1016/j.mtcomm.2021.102444 · ExternalCitation · doi-reference
10.1038/s41598-023-48679-0
10.1038/s41598-023-48679-0 · ExternalCitation · doi-reference
10.1038/s41598-026-37295-3
10.1038/s41598-026-37295-3 · ExternalCitation · doi-reference
10.1088/2053-1591/abaac8
10.1088/2053-1591/abaac8 · ExternalCitation · doi-reference
AI-based modeling and data-driven evaluation for smart manufacturing processes
10.1109/jas.2020.1003114 · ExternalCitation · doi-reference
10.1186/s44147-024-00436-4
10.1186/s44147-024-00436-4 · ExternalCitation · doi-reference
10.3390/engproc2026130006
10.3390/engproc2026130006 · ExternalCitation · doi-reference
Predicting Mechanical Properties of Magnesium Matrix Composites with Regression Models by Machine Learning
10.3390/jcs7090347 · ExternalCitation · doi-reference
10.3390/ma15072629
10.3390/ma15072629 · ExternalCitation · doi-reference
10.3390/met11071034
10.3390/met11071034 · ExternalCitation · doi-reference
10.3390/nano11092230
10.3390/nano11092230 · ExternalCitation · doi-reference
10.3390/polym16142063
10.3390/polym16142063 · ExternalCitation · doi-reference
10.36922/msam025090010
10.36922/msam025090010 · ExternalCitation · doi-reference
Effect of Premixing Process on the Uniform Distribution of Nano hBN and Carbon Fiber Reinforcements in AA7050 Matrix
10.46793/aeletters.2026.11.1.2 · ExternalCitation · doi-reference
