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09/22/2022
Computational Discovery of Energy-Efficient Heat Treatment for Microstructure Design using Deep Reinforcement Learning
Deep Reinforcement Learning (DRL) is employed to develop autonomously op...
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05/04/2022
Accelerating phase-field-based simulation via machine learning
Phase-field-based models have become common in material science, mechani...
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08/05/2021
Lossless Multi-Scale Constitutive Elastic Relations with Artificial Intelligence
The elastic properties of materials derive from their electronic and ato...
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10/02/2020