Publications of Jaber Rezaei Mianroodi

Mianroodi, J. R.; Shanthraj, P.; Kwiatkowski da Silva, A.; Svendsen, B.; Raabe, D.: Combined modeling and experimental characterization of Mn segregation and spinodal decomposition along dislocation lines in Fe–Mn alloys. Acta Materialia 251, 118873 (2023)

Raabe, D.; Mianroodi, J. R.; Neugebauer, J.: Accelerating the design of compositionally complex materials via physics-informed artificial intelligence. Nature Computational Science 3 (3), pp. 198 - 209 (2023)

Zhou, X.; Bai, Y.; El-Zoka, A.; Kim, S.-H.; Ma, Y.; Liebscher, C.; Gault, B.; Mianroodi, J. R.; Dehm, G.; Raabe, D.: Effect of Pore Formation on Redox-Driven Phase Transformation. Physical Review Letters 130, 168001 (2023)

Peivaste, I.; Hamidi Siboni, N.; Alahyarizadeh, G.; Ghaderi, R.; Svendsen, B.; Raabe, D.; Mianroodi, J. R.: Machine-learning-based surrogate modeling of microstructure evolution using phase-field. Computational Materials Science 214, 111750 (2022)

Zhou, X.; Bai, Y.; El-Zoka, A.; Kim, S.-H.; Ma, Y.; Liebscher, C.; Gault, B.; Mianroodi, J. R.; Dehm, G.; Raabe, D.: Effect of Pore Formation on Redox-Driven Phase Transformation. Condensed Matter: Materials Science (2022)

Sasidhar, K. N.; Hamidi Siboni, N.; Mianroodi, J. R.; Rohwerder, M.; Neugebauer, J.; Raabe, D.: Deep learning framework for uncovering compositional and environmental contributions to pitting resistance in passivating alloys. npj Materials Degradation 6 (1), 71 (2022)

Bai, Y.; Mianroodi, J. R.; Ma, Y.; Kwiatkowski da Silva, A.; Svendsen, B.; Raabe, D.: Chemo-Mechanical Phase-Field Modeling of Iron Oxide Reduction with Hydrogen. Acta Materialia 231, 117899 (2022)

Ma, Y.; Souza Filho, I. R.; Bai, Y.; Schenk, J.; Patisson, F.; Beck, A.; van Bokhoven, J. A.; Willinger, M. G.; Li, K.; Xie, D. et al.; Ponge, D.; Zaefferer, S.; Gault, B.; Mianroodi, J. R.; Raabe, D.: Hierarchical nature of hydrogen-based direct reduction of iron oxides. Scripta Materialia 213, 114571 (2022)

Mianroodi, J. R.; Shanthraj, P.; Liu, C.; Vakili, S.; Roongta, S.; Hamidi Siboni, N.; Perchikov, N.; Bai, Y.; Svendsen, B.; Roters, F. et al.; Raabe, D.; Diehl, M.: Modeling and simulation of microstructure in metallic systems based on multi-physics approaches. npj Computational Materials 8, 93 (2022)

Mianroodi, J. R.; Rezaei, S.; Hamidi Siboni, N.; Xu, B.-X.; Raabe, D.: Lossless Multi-Scale Constitutive Elastic Relations with Artificial Intelligence. Condensed Matter: Materials Science (2021)

Kim, S.-H.; Zhang, X.; Ma, Y.; Souza Filho, I. R.; Schweinar, K.; Angenendt, K.; Vogel, D.; Stephenson, L.; El-Zoka, A.; Mianroodi, J. R. et al.; Rohwerder, M.; Gault, B.; Raabe, D.: Influence of Microstructure and Atomic-Scale Chemistry on Iron Ore Reduction with Hydrogen at 700°C. Acta Materialia 212, 116933 (2021)

Zhou, X.; Mianroodi, J. R.; Kwiatkowski da Silva, A.; Koenig, T.; Thompson, G. B.; Shanthraj, P.; Ponge, D.; Gault, B.; Svendsen, B.; Raabe, D.: The hidden structure dependence of the chemical life of dislocations. Science Advances 7 (16), eabf0563 (2021)

Mianroodi, J. R.; Shanthraj, P.; Svendsen, B.; Raabe, D.: Phase-field modeling of chemoelastic binodal/spinodal relations and solute segregation to defects in binary alloys. Materials 14 (7), 1787 (2021)

Rezaei, S.; Mianroodi, J. R.; Brepols, T.; Reese, S.: Direction-dependent fracture in solids: Atomistically calibrated phase-field and cohesive zone model. Journal of the Mechanics and Physics of Solids 147, 104253 (2021)

Mianroodi, J. R.; Hamidi Siboni, N.; Raabe, D.: Teaching solid mechanics to artificial intelligence—a fast solver for heterogeneous materials. npj Computational Materials 7, 99 (2021)

Xu, S.; Mianroodi, J. R.; Hunter, A. G. M.; Svendsen, B.; Beyerlein, I. J.: Comparative modeling of the disregistry and Peierls stress for dissociated edge and screw dislocations in Al. International Journal of Plasticity 129, 102689 (2020)

Mianroodi, J. R.; Svendsen, B.: Effect of Twin Boundary Motion and Dislocation-Twin Interaction on Mechanical Behavior in Fcc Metals. Materials 13 (10), 2238 (2020)

Rezaei, S.; Mianroodi, J. R.; Khaledi, K.; Reese, S.: A nonlocal method for modeling interfaces: Numerical simulation of decohesion and sliding at grain boundaries. Computer Methods in Applied Mechanics and Engineering 362, 112836 (2020)

Diehl, M.; Wang, D.; Liu, C.; Mianroodi, J. R.; Han, F.; Ma, D.; Kok, P.; Roters, F.; Shanthraj, P.: Solving Material Mechanics and Multiphysics Problems of Metals with Complex Microstructures Using DAMASK-The Düsseldorf Advanced Material Simulation Kit. Advanced Engineering Materials 22 (3), 1901044 (2020)

Fernández, M.; Rezaei, S.; Mianroodi, J. R.; Fritzen, F.; Reese, S.: Application of artificial neural networks for the prediction of interface mechanics: a study on grain boundary constitutive behavior. Advanced Modeling and Simulation in Engineering Sciences 7, 1 (2020)