Publications of Nima Hamidi Siboni

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)

Filiatraut, A. N.; Mianroodi, J. R.; Hamidi Siboni, N.; Zanjani, M. B.: Predicting micro/nanoscale colloidal interactions through local neighborhood graph neural networks. Journal of Applied Physics 134 (23), 234702 (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)

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)

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

Hamidi Siboni, N.; Raabe, D.; Varnik, F.: Aging in amorphous solids: A study of the first-passage time and persistence time distributions. EPL 111 (4), 48004 (2015)

Nazarov, R.; Hamidi Siboni, N.; Hickel, T.; Neugebauer, J.: Thermodynamics and Kinetics of Superabundant Vacancies in fcc Metals. MRS 2011 Spring Meeting, San Francisco, CA, USA (2011)

Hamidi Siboni, N.; Hickel, T.; Friák, M.; Raabe, D.; Neugebauer, J.: Effect of interstitials on vacancy formation and mobility in metals. Summer School: Computational Materials Science, San Sebastian, Spain (2010)

Hamidi Siboni, N.: Molecular Dynamics Studies of Thermodynamical Consistency and Non-locality of Effective Temperature. Dissertation, Aachen Institute for Advanced Study in Computational Engineering Science (AICES), RWTH Aachen University, Aachen, Germany (2014)

Hamidi Siboni, N.: Effect of interstitials on vacancy formation and mobility in metals. Master, RWTH-Aachen, Aachen, Germany (2011)

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)

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. arXiv (2022)

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