Jaber Rezaei Mianroodi

Publication Activity (10 Years)

Years Active: 2020-2023
Publications (10 Years): 7

Top Topics

Artificial Intelligence

Cognitive Style

Reinforcement Learning

Top Venues

Adv. Model. Simul. Eng. Sci.

Nat. Comput. Sci.

Publications

Dierk Raabe, Jaber Rezaei Mianroodi, Jörg Neugebauer
Accelerating the design of compositionally complex materials via physics-informed artificial intelligence. Nat. Comput. Sci. 3 (3) (2023)
Jaber Rezaei Mianroodi, Nima H. Siboni, Dierk Raabe
Computational Discovery of Energy-Efficient Heat Treatment for Microstructure Design using Deep Reinforcement Learning. CoRR (2022)
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 (2022)
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 (2022)
Jaber Rezaei Mianroodi, Shahed Rezaei, Nima H. Siboni, Bai-Xiang Xu, Dierk Raabe
Lossless Multi-Scale Constitutive Elastic Relations with Artificial Intelligence. CoRR (2021)
M. Khorrami, Jaber Rezaei Mianroodi, Pratheek Shanthraj, B. Svendsen
Development and comparison of spectral algorithms for numerical modeling of the quasi-static mechanical behavior of inhomogeneous materials. CoRR (2020)
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) (2020)