Publications

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)

Raabe, D.; Kim, S.-H.; Zhang, X.; Ma, Y.; Souza Filho, I. R.; Schweinar, K.; Angenendt, K.; Vogel, D.; Stephenson, L.; El-Zoka, A. et al.; Mianroodi, J. R.; Rohwerder, M.; Gault, B.; Bai, Y.; Springer, H.; Ponge, D.; Kulse, M.; Mahajan, A.; Zaefferer, S.: Sustainable Metals. Virtual Keynote Perspective Lecture, Materials Chain and Materials Science Department, RUB , Bochum, Germany (accepted)

Kontis, P.; Antonov, S.; Kürnsteiner, P.; Katnagallu, S.; Mianroodi, J. R.; Lilensten, L.: Development of superalloys driven by atomic-scale interactions of solutes with crystal defects. TMS 2021 Annual Meeting & Exhibition, online, Pittsburgh, PA, USA (2021)

Raabe, D.; Cojocaru-Mirédin, O.; El-Zoka, A.; Kontis, P.; Ma, Y.; Mianroodi, J. R.; Ponge, D.; Souza Filho, I. R.; Sandlöbes-Haut, S.; Zaefferer, S. et al.; Zhao, H.: Sustainable Materials Science and Green Metallurgy (Sustainable Materials and Metallurgical Science & Engineering). Lecture: SS 2021, RWTH Aachen University, 2021-04 - 2021-07