J. Mianroodi

发表

Two-scale FE–FFT- and phase-field-based computational modeling of bulk microstructural evolution and macroscopic material behavior

S. Reese, B. Svendsen, S. Wulfinghoff, 2016 .

Modeling and simulation of microstructure in metallic systems based on multi-physics approaches

M. Diehl, F. Roters, D. Raabe, 2022, npj Computational Materials.

Dislocation modeling in face-centered cubic metals : from atomistics to continuum

R. Conradt, A. Hartmaier, B. Svendsen, 2017 .

Nonlinear membrane model for large amplitude vibration of single layer graphene sheets

M. Asghari, R. Naghdabadi, J. Mianroodi, 2011, Nanotechnology.

Direction-dependent fracture in solids: Atomistically calibrated phase-field and cohesive zone model

S. Reese, J. Mianroodi, S. Rezaei, 2021 .

Comparative modeling of the disregistry and Peierls stress for dissociated edge and screw dislocations in Al

A. Hunter, I. Beyerlein, Shuozhi Xu, 2020 .

A comparison of different continuum approaches in modeling mixed-type dislocations in Al

A. Hunter, I. Beyerlein, Shuozhi Xu, 2019, Modelling and Simulation in Materials Science and Engineering.

Accelerating phase-field-based simulation via machine learning

D. Raabe, B. Svendsen, G. Alahyarizadeh, 2022, ArXiv.

Combined modeling and experimental characterization of Mn segregation and spinodal decomposition along dislocation lines in Fe-Mn alloys

D. Raabe, B. Svendsen, P. Shanthraj, 2022, Acta Materialia.

The hidden structure dependence of the chemical life of dislocations

D. Ponge, D. Raabe, B. Gault, 2021, Science Advances.

Effect of Pore Formation on Redox-Driven Phase Transformation

D. Raabe, B. Gault, Yang Bai, 2022, 2209.09069.

An artificial neural network for surrogate modeling of stress fields in viscoplastic polycrystalline materials

P. Benner, D. Raabe, B. Svendsen, 2022, npj Computational Materials.

Deep learning framework for uncovering compositional and environmental contributions to pitting resistance in passivating alloys

D. Raabe, J. Mianroodi, M. Rohwerder, 2022, npj Materials Degradation.

Theoretical and computational comparison of models for dislocation dissociation and stacking fault/core formation in fcc crystals

A. Hunter, I. Beyerlein, B. Svendsen, 2016 .

Computational Discovery of Energy-Efficient Heat Treatment for Microstructure Design using Deep Reinforcement Learning

D. Raabe, J. Mianroodi, N. Siboni, 2022, ArXiv.

Influence of Microstructure and Atomic-Scale Chemistry on Iron Ore Reduction with Hydrogen at 700°C

D. Raabe, B. Gault, Yan Ma, 2020 .

Machine-learning-based surrogate modeling of microstructure evolution using phase-field

D. Raabe, B. Svendsen, G. Alahyarizadeh, 2022, Computational Materials Science.

Comparison of two artificial neural networks trained for the surrogate modeling of stress in materially heterogeneous elastoplastic solids

B. Svendsen, J. Mianroodi, S. Kapoor, 2022, ArXiv.

Lossless multi-scale constitutive elastic relations with artificial intelligence pdf

Bai-Xiang Xu, Dierk Raabe, Shahed Rezaei, 2021, npj Computational Materials.

Influence of microstructure and atomic-scale chemistry on the direct reduction of iron ore with hydrogen at 700°C

D. Raabe, B. Gault, Yan Ma, 2021 .

Segregation of Solutes at Dislocations: A New Alloy Design Parameter for Advanced Superalloys

J. Moverare, P. Kürnsteiner, A. Cervellon, 2020 .

Atomistic phase field chemomechanical modeling of dislocation-solute-precipitate interaction in Ni–Al–Co

Dierk Raabe, Bob Svendsen, Pratheek Shanthraj, 2019, Acta Materialia.

Teaching solid mechanics to artificial intelligence—a fast solver for heterogeneous materials

D. Raabe, J. Mianroodi, Nima H Siboni, 2021, npj Computational Materials.

Alloy design for mechanical properties: Conquering the length scales

Bob Svendsen, Jaafar A. El-Awady, Irene J. Beyerlein, 2019, MRS Bulletin.

Dynamic and static fracture analyses of graphene sheets and carbon nanotubes

R. Naghdabadi, J. Mianroodi, M. Sadeghi, 2012 .

Phase-Field Modeling of Coupled Brittle-Ductile Fracture in Aluminum Alloys

F. Roters, D. Raabe, P. Shanthraj, 2022, 2204.13994.

Chemo-Mechanical Phase-Field Modeling of Iron Oxide Reduction with Hydrogen

D. Raabe, Yan Ma, B. Svendsen, 2021, SSRN Electronic Journal.

Atomistically determined phase-field modeling of dislocation dissociation, stacking fault formation, dislocation slip, and reactions in fcc systems

Bob Svendsen, Jaber Rezaei Mianroodi, B. Svendsen, 2015 .

Phase-Field Modeling of Chemoelastic Binodal/Spinodal Relations and Solute Segregation to Defects in Binary Alloys

D. Raabe, B. Svendsen, P. Shanthraj, 2021, Materials.

Influence of microstructure and atomic-scale chemistry on iron ore reduction with hydrogen at 700{\deg}C

D. Raabe, B. Gault, Yan Ma, 2021, 2102.05654.

Accelerating the design of compositionally complex materials via physics-informed artificial intelligence

D. Raabe, J. Mianroodi, J. Neugebauer, 2023, Nature Computational Science.

A nonlocal method for modeling interfaces: Numerical simulation of decohesion and sliding at grain boundaries

Stefanie Reese, Kavan Khaledi, Shahed Rezaei, 2020 .

Hierarchical Nature of Hydrogen-Based Direct Reduction of Iron Oxides

M. Willinger, D. Ponge, D. Raabe, 2022, SSRN Electronic Journal.

Effect of Pore Formation on Redox-Driven Phase Transformation.

D. Raabe, B. Gault, Yang Bai, 2022, Physical review letters.

Application of artificial neural networks for the prediction of interface mechanics: a study on grain boundary constitutive behavior

Stefanie Reese, Felix Fritzen, Shahed Rezaei, 2020, Adv. Model. Simul. Eng. Sci..

Phase-field-based calculations of the disregistry fields of static extended dislocations in FCC metals

A. Hunter, I. Beyerlein, Shuozhi Xu, 2019, Philosophical Magazine.

Teaching Solid Mechanics to Artificial Intelligence: a fast solver for heterogeneous solids

D. Raabe, J. Mianroodi, N. Siboni, 2021, 2103.09147.

Investigation of vacancy trapping by solutes during quenching in aluminum alloys

D. Ponge, D. Raabe, B. Svendsen, 2023, Acta Materialia.

Finite-deformation phase-field microelasticity with application to dislocation core and reaction modeling in fcc crystals

B. Svendsen, J. Mianroodi, M. Khorrami, 2022, Journal of the Mechanics and Physics of Solids.

Atomistically motivated interface model to account for coupled plasticity and damage at grain boundaries

Stephan Wulfinghoff, Stefanie Reese, Shahed Rezaei, 2019, Journal of the Mechanics and Physics of Solids.

On the higher-order pseudo-continuum characterization of discrete kinematic results from experimental measurement or discrete simulation

B. Svendsen, J. Mianroodi, M. Khorrami, 2021, Journal of the Mechanics and Physics of Solids.

Enhancing corrosion-resistant alloy design through natural language processing and deep learning

D. Raabe, J. Mianroodi, M. Rohwerder, 2023, Science advances.

Predicting micro/nanoscale colloidal interactions through local neighborhood graph neural networks

Mehdi B. Zanjani, J. Mianroodi, N. Siboni, 2023, Journal of Applied Physics.