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cond-mat.mtrl-sci2025
Gravity and Composition Modulated Solidification and Mechanical Properties of Al-Cu Nanostructures
Apurba Sarker, Sourav Saha
The future of space exploration and human settlement beyond Earth hinges on a deeper understanding of in space manufacturing processes. The unique physical conditions and scarcity…
cond-mat.mtrl-sci2024
Graph neural network framework for energy mapping of hybrid monte-carlo molecular dynamics simulations of Medium Entropy Alloys
Mashaekh Tausif Ehsan, Saifuddin Zafar, Apurba Sarker +2
Machine learning (ML) methods have drawn significant interest in material design and discovery. Graph neural networks (GNNs), in particular, have demonstrated strong potential for…