Ashkan Farazin and Dr. Mamivand published a multicomponent phase-field study showing how magnetic fields drive morphology and phase partitioning in Fe–Al–Ni–Co alloys.
View publication ↗Group updates
News
Milestones, awards, new researchers, and developments from the Mamivand Group.
The group received a $350,000 NSF award for a deep-learning framework to estimate material parameters in multi-principal-element alloys.
Asfandyar Khan, Amir Abbas Kazemzadeh, and Dr. Mamivand published a simulation-informed deep-learning framework for estimating material parameters directly from microstructural morphology.
View publication ↗Dr. Mamivand visited Tohoku University and the Institute of Science Tokyo, presenting invited seminars on trustworthy materials digital twins, physics-based modeling, AI, and latent-physics discovery.
Trevor Robertson, Ashkan Farazin, Jon Flores, and Dr. Mamivand published a validated phase-field model for magnetic-assisted manufacturing of Fe–Cr–Co alloys in CALPHAD.
View publication ↗The group received a $25,000 UPWARDS award to establish a physics-informed digital-twin platform for semiconductor materials and reliability.
Asfandyar Khan and Dr. Mamivand published a physics-informed neural-network framework for morphology-based parameter estimation in martensitic transformations in Physica Scripta.
Sulbha Malviya, Eric Konkol, and Dr. Mamivand published a graph-representation-learning framework for predicting processing conditions from spinodal-decomposition microstructures.
Ashkan Farazin joined the Mamivand Lab as a doctoral student.
Trevor Robertson and Asfandyar Khan joined the CMD lab.
Dr. Mamivand was promoted to Associate Professor with tenure.
Amir successfully defended his Ph.D. in the Computing program.
Amir presented two talks at TMS 2022 on process-and-chemistry prediction from microstructure images and accelerated microstructure prediction with deep learning.
Dr. Mamivand received an NSF CAREER Award for research on permanent magnets without rare-earth materials.
The group received 170k SU-CPU and 12.4k SU-GPU in computational support from NSF XSEDE.
Ehsan successfully defended his Ph.D.
The group received $152K from NSF to expand materials-informatics workforce training.
The group received $75K from NASA for research on high-temperature magnets.
Dr. Mamivand joined Boise State University.