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J. Mianroodi · SciRah

Researcher profile · Semantic Scholar

J. Mianroodi

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J. Mianroodi — researcher profile on SciRah

h-index: 23
Works: 55
Citations: 1,701

Most-cited papers

Influence of microstructure and atomic-scale chemistry on the direct reduction of iron ore with hydrogen at 700°C
Se-Ho Kim, Xue Zhang, Yan Ma, I. Souza +9 more
2021Acta Materialia176 citations
Semantic Scholar
Hierarchical Nature of Hydrogen-Based Direct Reduction of Iron Oxides
Yan Ma, I. Souza, Yang Bai, J. Schenk +11 more
2022Social Science Research Network153 citations Open access
Semantic Scholar
Teaching solid mechanics to artificial intelligence—a fast solver for heterogeneous materials
J. Mianroodi, N. H. Siboni, D. Raabe
2021npj Computational Materials140 citations Open access
Semantic Scholar
Two-scale FE–FFT- and phase-field-based computational modeling of bulk microstructural evolution and macroscopic material behavior
Julian Kochmann, S. Wulfinghoff, S. Reese, J. Mianroodi +1 more
2016110 citations Open access
Semantic Scholar
Accelerating the design of compositionally complex materials via physics-informed artificial intelligence
D. Raabe, J. Mianroodi, J. Neugebauer
2023Nature Computational Science108 citations Open access
Semantic Scholar
An artificial neural network for surrogate modeling of stress fields in viscoplastic polycrystalline materials
Mohammad Khorrami, J. Mianroodi, N. H. Siboni, P. Goyal +3 more
2022npj Computational Materials104 citations Open access
Semantic Scholar
Enhancing corrosion-resistant alloy design through natural language processing and deep learning
K. Sasidhar, N. H. Siboni, J. Mianroodi, M. Rohwerder +2 more
2023Science Advances71 citations Open access
Semantic Scholar
Atomistic phase field chemomechanical modeling of dislocation-solute-precipitate interaction in Ni–Al–Co
J. Mianroodi, P. Shanthraj, P. Kontis, J. Cormier +3 more
2019Acta Materialia68 citations Open access
Semantic Scholar
Machine-learning-based surrogate modeling of microstructure evolution using phase-field
I. Peivaste, N. H. Siboni, G. Alahyarizadeh, Reza Ghaderi +3 more
2022Computational materials science58 citations
Semantic Scholar
Comparative modeling of the disregistry and Peierls stress for dissociated edge and screw dislocations in Al
Shuo-Zhi Xu, J. Mianroodi, A. Hunter, B. Svendsen +1 more
202055 citations Open access
Semantic Scholar
Lossless multi-scale constitutive elastic relations with artificial intelligence
J. Mianroodi, S. Rezaei, N. H. Siboni, Bai-Xiang Xu +1 more
2021npj Computational Materials54 citations Open access
Semantic Scholar
Direction-dependent fracture in solids: Atomistically calibrated phase-field and cohesive zone model
S. Rezaei, J. Mianroodi, T. Brepols, S. Reese
202153 citations
Semantic Scholar
The hidden structure dependence of the chemical life of dislocations
X. Zhou, J. Mianroodi, A. Kwiatkowski da Silva, T. Koenig +6 more
2021Science Advances51 citations Open access
Semantic Scholar
Chemo-Mechanical Phase-Field Modeling of Iron Oxide Reduction with Hydrogen
Yang Bai, J. Mianroodi, Yan Ma, A. K. da Silva +2 more
2021Social Science Research Network50 citations Open access
Semantic Scholar
Nonlinear membrane model for large amplitude vibration of single layer graphene sheets
J. Mianroodi, S. Niaki, R. Naghdabadi, M. Asghari
2011Nanotechnology49 citations
Semantic Scholar
Theoretical and computational comparison of models for dislocation dissociation and stacking fault/core formation in fcc crystals
J. Mianroodi, A. Hunter, I. Beyerlein, B. Svendsen
201648 citations Open access
Semantic Scholar
A comparison of different continuum approaches in modeling mixed-type dislocations in Al
Shuo-Zhi Xu, Lauren Smith, J. Mianroodi, A. Hunter +2 more
2019Modelling and Simulation in Materials Science and Engineering44 citations Open access
Semantic Scholar
Phase-field-based calculations of the disregistry fields of static extended dislocations in FCC metals
Shuo-Zhi Xu, J. Mianroodi, A. Hunter, I. Beyerlein +1 more
2019Philosophical Magazine A42 citations
Semantic Scholar
Atomistically motivated interface model to account for coupled plasticity and damage at grain boundaries
S. Rezaei, David Jaworek, J. Mianroodi, S. Wulfinghoff +1 more
2019Journal of the mechanics and physics of solids38 citations
Semantic Scholar
Modeling and simulation of microstructure in metallic systems based on multi-physics approaches
J. Mianroodi, P. Shanthraj, Chuan-Lai Liu, Samad Vakili +8 more
2022npj Computational Materials33 citations Open access
Semantic Scholar
Investigation of vacancy trapping by solutes during quenching in aluminum alloys
Xin-Ren Chen, J. Mianroodi, Chuan-Lai Liu, Xuyang Zhou +4 more
2023Acta Materialia29 citations
Semantic Scholar
Deep learning framework for uncovering compositional and environmental contributions to pitting resistance in passivating alloys
K. Sasidhar, N. H. Siboni, J. Mianroodi, M. Rohwerder +2 more
2022npj Materials Degradation27 citations Open access
Semantic Scholar
Effect of Pore Formation on Redox-Driven Phase Transformation.
Xuyang Zhou, Yang Bai, A. El-Zoka, Se-Ho Kim +6 more
2022Physical Review Letters26 citations Open access
Semantic Scholar
Roadmap on data-centric materials science
Stefan Bauer, Peter Benner, Tristan Bereau, Volker Blum +57 more
2024Modelling and Simulation in Materials Science and Engineering22 citations Open access
Semantic Scholar
Alloy design for mechanical properties: Conquering the length scales
I. Beyerlein, Shuo-Zhi Xu, J. Llorca, J. El-Awady +2 more
2019MRS bulletin22 citations
Semantic Scholar
Segregation of Solutes at Dislocations: A New Alloy Design Parameter for Advanced Superalloys
L. Lilensten, P. Kürnsteiner, J. Mianroodi, A. Cervellon +4 more
202012 citations
Semantic Scholar
Phase-Field Modeling of Chemoelastic Binodal/Spinodal Relations and Solute Segregation to Defects in Binary Alloys
J. Mianroodi, P. Shanthraj, B. Svendsen, D. Raabe
2021Materials11 citations Open access
Semantic Scholar
Combined modeling and experimental characterization of Mn segregation and spinodal decomposition along dislocation lines in Fe-Mn alloys
J. Mianroodi, P. Shanthraj, A. K. da Silva, B. Svendsen +1 more
2022Acta Materialia10 citations Open access
Semantic Scholar
Dynamic and static fracture analyses of graphene sheets and carbon nanotubes
S. Niaki, J. Mianroodi, M. Sadeghi, R. Naghdabadi
201210 citations
Semantic Scholar
Comparison of two artificial neural networks trained for the surrogate modeling of stress in materially heterogeneous elastoplastic solids
S. Kapoor, J. Mianroodi, M. Khorrami, Nima H. Siboni +1 more
2022arXiv.org7 citations Open access
Semantic Scholar
A physics-encoded Fourier neural operator approach for surrogate modeling of divergence-free stress fields in solids
Mohammad Khorrami, P. Goyal, J. Mianroodi, Bob Svendsen +2 more
20245 citations
Semantic Scholar
Publisher Correction: Unveiling the Re effect in Ni-based single crystal superalloys
Xiao-Xiang Wu, S. Makineni, C. Liebscher, G. Dehm +7 more
2020Nature Communications5 citations Open access
Semantic Scholar
Computational Discovery of Energy-Efficient Heat Treatment for Microstructure Design using Deep Reinforcement Learning
J. Mianroodi, N. H. Siboni, D. Raabe
2022arXiv.org4 citations Open access
Semantic Scholar
Teaching Solid Mechanics to Artificial Intelligence: a fast solver for heterogeneous solids
J. Mianroodi, N. H. Siboni, D. Raabe
20214 citations
Semantic Scholar
Accelerating phase-field-based simulation via machine learning
I. Peivaste, N. H. Siboni, G. Alahyarizadeh, Reza Ghaderi +3 more
2022arXiv.org3 citations Open access
Semantic Scholar
Influence of Microstructure and Atomic-Scale Chemistry on Iron Ore Reduction with Hydrogen at 700°C
Se-Ho Kim, Xue Zhang, K. Schweinar, I. Souza +9 more
2020Social Science Research Network3 citations Open access
Semantic Scholar
Finite-deformation phase-field microelasticity with application to dislocation core and reaction modeling in fcc crystals
M. Khorrami, J. Mianroodi, B. Svendsen
2022Journal of the mechanics and physics of solids2 citations
Semantic Scholar
Phase-Field Modeling of Coupled Brittle-Ductile Fracture in Aluminum Alloys
Samad Vakili, P. Shanthraj, F. Roters, J. Mianroodi +1 more
20222 citations
Semantic Scholar
Predicting micro/nanoscale colloidal interactions through local neighborhood graph neural networks
Alexandra N. Filiatraut, J. Mianroodi, N. H. Siboni, Mehdi B. Zanjani
2023Journal of Applied Physics1 citations
Semantic Scholar
On the higher-order pseudo-continuum characterization of discrete kinematic results from experimental measurement or discrete simulation
M. Khorrami, J. Mianroodi, B. Svendsen
2021Journal of the mechanics and physics of solids1 citations Open access
Semantic Scholar
Comparison of algorithms and solution methods for classic and phase-field-based periodic inhomogeneous elastostatics
J. Mianroodi, P. Shanthraj, B. Svendsen
20161 citations
Semantic Scholar
An approach to encode divergence-free stress fields in neural approximations based on stress potentials
Mohammad Khorrami, P. Goyal, Soroush Motahari, David Oexle +4 more
2026Computer Methods in Applied Mechanics and Engineering0 citations
Semantic Scholar
Basic Research Opportunity and Leverage Effects in Sustainable Metallurgy
D. Raabe, Se-Ho Kim, Xue Zhang, K. Schweinar +12 more
20200 citations
Semantic Scholar
Understanding deformation mechanisms in superalloys through atomic scale microanalysis
P. Kontis, S. Makineni, Xiao-Xiang Wu, J. Mianroodi +4 more
20190 citations
Semantic Scholar
Mesoscale modeling of mixed-type dislocations in face-centered cubic metals
Shuo-Zhi Xu, J. Mianroodi, Yuanqi Guo, Rui-Feng Zhang +3 more
20180 citations
Semantic Scholar
Dislocation modeling in face-centered cubic metals : from atomistics to continuum
J. Mianroodi, R. Conradt, B. Svendsen, A. Hartmaier
20170 citations
Semantic Scholar
Atomistic and phase-field modelling of nanoscopic dislocation processes
B. Svendsen, J. Mianroodi
20160 citations
Semantic Scholar
Two-scale FE-FFT phase-field-based computational modeling of bulk microstructural evolution and nanolaminates
S. Reese, Julian Kochmann, J. Mianroodi, S. Wulfinghoff +1 more
20160 citations
Semantic Scholar
Phase field modeling of dislocation cross slip
J. Mianroodi, B. Svendsen
20160 citations
Semantic Scholar
Strongly versus weakly non-local dislocation transport and pile-up
J. Mianroodi, R. Peerlings, B. Svendsen
20160 citations
Semantic Scholar

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