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20232026
most citedBiomimetic Machine Learning approach for prediction of mechanical properties of Additive Friction Stir Deposited Aluminum alloys based walled structures

1 citations · 3 across the 6 of their papers we have counts for

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cond-mat.mtrl-sci2025

Atomistic Simulation Guided Convolutional Neural Networks for Thermal Modeling of Friction Stir Welding

Akshansh Mishra

Accurate prediction of temperature evolution is essential for understanding thermomechanical behavior in friction stir welding. In this study, molecular dynamics simulations were p…

cond-mat.mtrl-sci2024★ 1 cited

Machine Learning-Driven Optimization of TPMS Architected Materials Using Simulated Annealing

Akshansh Mishra

The research paper presents a novel approach to optimizing the tensile stress of Triply Periodic Minimal Surface (TPMS) structures through machine learning and Simulated Annealing…