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ORCIDJaber Rezaei Mianroodi
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2020 – today
- 2024
[i6]Mohammad Khorrami, Pawan Goyal, Jaber Rezaei Mianroodi, Bob Svendsen, Peter Benner, Dierk Raabe:
Divergence-free neural operators for stress field modeling in polycrystalline materials. CoRR abs/2408.15408 (2024)- 2023
- [j2]Dierk Raabe, Jaber Rezaei Mianroodi, Jörg Neugebauer:
Accelerating the design of compositionally complex materials via physics-informed artificial intelligence. Nat. Comput. Sci. 3(3): 198-209 (2023) - 2022
- [i5]Iman Peivaste
, Nima H. Siboni, Ghasem Alahyarizadeh, Reza Ghaderi, Bob Svendsen, Dierk Raabe, Jaber Rezaei Mianroodi:
Accelerating phase-field-based simulation via machine learning. CoRR abs/2205.02121 (2022) - [i4]Jaber Rezaei Mianroodi, Nima H. Siboni, Dierk Raabe:
Computational Discovery of Energy-Efficient Heat Treatment for Microstructure Design using Deep Reinforcement Learning. CoRR abs/2209.11259 (2022) - [i3]Sarthak Kapoor, Jaber Rezaei Mianroodi, Mohammad Khorrami, Nima H. Siboni, Bob Svendsen:
Comparison of two artificial neural networks trained for the surrogate modeling of stress in materially heterogeneous elastoplastic solids. CoRR abs/2210.16994 (2022) - 2021
- [i2]Jaber Rezaei Mianroodi, Shahed Rezaei, Nima H. Siboni, Bai-Xiang Xu, Dierk Raabe:
Lossless Multi-Scale Constitutive Elastic Relations with Artificial Intelligence. CoRR abs/2108.02837 (2021) - 2020
- [j1]Mauricio Fernández, Shahed Rezaei, Jaber Rezaei Mianroodi, Felix Fritzen, Stefanie Reese:
Application of artificial neural networks for the prediction of interface mechanics: a study on grain boundary constitutive behavior. Adv. Model. Simul. Eng. Sci. 7(1): 1 (2020) - [i1]Mohammad Khorrami, Jaber Rezaei Mianroodi, Pratheek Shanthraj, Bob Svendsen:
Development and comparison of spectral algorithms for numerical modeling of the quasi-static mechanical behavior of inhomogeneous materials. CoRR abs/2009.03762 (2020)
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