Publications of Jaber Rezaei Mianroodi

Sasidhar, K. N.; Hamidi Siboni, N.; Mianroodi, J. R.; Rohwerder, M.; Neugebauer, J.; Raabe, D.: Enhancing corrosion-resistant alloy design through natural language processing and deep learning. Science Advances 9 (32), eadg7992 (2024)

Bauer, S.; Benner, P.; Bereau, T.; Blum, V.; Boley, M.; Carbogno, C.; Catlow, C. R. A.; Dehm, G.; Eibl, S.; Ernstorfer, R. et al.; Fekete, A.; Foppa, L.; Fratzl, P.; Freysoldt, C.; Gault, B.; Ghiringhelli, L. M.; Giri, S. K.; Gladyshev, A.; Goyal, P.; Hattrick-Simpers, J.; Kabalan, L.; Karpov, P.; Khorrami, M. S.; Koch, C.; Kokott, S.; Kosch, T.; Kowalec, I.; Kremer, K.; Leitherer, A.; Li, Y.; Liebscher, C.; Logsdail, A. J.; Lu, Z.; Luong, F.; Marek, A.; Merz, F.; Mianroodi, J. R.; Neugebauer, J.; Pei, Z.; Purcell, T.; Raabe, D.; Rampp, M.; Rossi, M.; Rost, J.-M.; Saal, J. E.; Saalmann, U.; Sasidhar, K. N.; Saxena, A.; Sbailo, L.; Scheidgen, M.; Schloz, M.; Schmidt, D. F.; Teshuva, S.; Trunschke, A.; Wei, Y.; Weikum, G.; Xian, R. P.; Yao, Y.; Yin, J.; Zhao, M.; Scheffler, M.: Roadmap on Data-Centric Materials Science. Modelling and Simulation in Materials Science and Engineering 32 (6), 063301 (2024)

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)

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)

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)

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)

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)

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)

Wu, X.; Kumar Makineni, S.; Liebscher, C.; Dehm, G.; Rezaei Mianroodi, J.; Shanthraj, P.; Svendsen, B.; Bürger, D.; Eggeler, G.; Raabe, D. et al.; Gault, B.: Publisher Correction: Unveiling the Re effect in Ni-based single crystal superalloys. Nature Communications 11 (1), 1076 (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)

Wu, X.; Makineni, S. K.; Liebscher, C.; Dehm, G.; Mianroodi, J. R.; Shanthraj, P.; Svendsen, B.; Bürger, D.; Eggeler, G. F.; Raabe, D. et al.; Gault, B.: Unveiling the Re effect in Ni-based single crystal superalloys. Nature Communications 11, 389 (2020)

Mianroodi, J. R.; Shanthraj, P.; Kontis, P.; Cormier, J.; Gault, B.; Svendsen, B.; Raabe, D.: Atomistic phase field chemomechanical modeling of dislocation-solute-precipitate interaction in Ni–Al–Co. Acta Materialia 175, pp. 250 - 261 (2019)

Rezaei, S.; Mianroodi, J. R.; Brepols, T.; Wulfinghoff, S.; Reese, S.: An interface model to account for damage and plasticity at grain boundaries. Proceedings of Applied Mathematics and Mechanics, Special Issue: 90th Annual Meeting of the International Association of Applied Mathematics and Mechanics (GAMM) 19 (1), e201900214, (2019)

Khorrami, M. S.; Mianroodi, J. R.; Hamidi Siboni, N.; Goyal, P. K.; Svendsen, B.; Benner, P.; Raabe, D.: An artificial neural network for surrogate modeling of stress fields in viscoplastic polycrystalline materials. npj Computational Materials 9 (1), p. 37 (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. arXiv (2022)