2 papers
cond-mat.soft2026
Reciprocity can halve what a mechanical network can learn
Thai-Son Vu, Hoang-Giang Nguyen, Quoc-Bao Nguyen +2
A passive, reciprocal, linear network driven by forces or currents and read at points it drives cannot be trained below an error floor computed from the target beforehand. The usua…
cond-mat.mtrl-sci2024
Predictive Models based on Deep Learning Algorithms for Tensile Deformation of AlCoCuCrFeNi High-entropy alloy
Hoang-Giang Nguyen, Thanh-Dung Le
High-entropy alloys (HEAs) stand out between multi-component alloys due to their attractive microstructures and mechanical properties. In this investigation, molecular dynamics (MD…