Lossless Multi-Scale Constitutive Elastic Relations with Artificial Intelligence. - Jaber Rezaei Mianroodi; Shahed Rezaei; Nima H. Siboni; Bai-Xiang Xu; Dierk Raabe (CoRR, 2021)

Accelerating phase-field-based simulation via machine learning. - Iman Peivaste; Nima H. Siboni; Ghasem Alahyarizadeh; Reza Ghaderi; Bob Svendsen; Dierk Raabe; Jaber Rezaei Mianroodi (CoRR, 2022)

Computational Discovery of Energy-Efficient Heat Treatment for Microstructure Design using Deep Reinforcement Learning. - Jaber Rezaei Mianroodi; Nima H. Siboni; Dierk Raabe (CoRR, 2022)

Comparison of two artificial neural networks trained for the surrogate modeling of stress in materially heterogeneous elastoplastic solids. - Sarthak Kapoor; Jaber Rezaei Mianroodi; Mohammad Khorrami; Nima H. Siboni; Bob Svendsen (CoRR, 2022)