Concepedia

Mohammad Amin Nabian

MA

13

Publications

646

Citations

12

H-Index

2016

Active since

Affiliations

Nvidia (United States)(Current)

University of Illinois Urbana-Champaign

University of Virginia

Mohammad Amin Nabian is an author at Nvidia (United States) specializing in engineering, machine learning, and numerical simulation.

ORCID

Top concepts

Publications per year

2016–2025

13

Publications

13

Efficient training of physics‐informed neural networks via importance sampling

Mohammad Amin Nabian, Rini Jasmine Gladstone, Hadi Meidani · Computer-Aided Civil and Infrastructure Engineering · 2021 · 260 citations · Full text

Physics-Driven Regularization of Deep Neural Networks for Enhanced Engineering Design and Analysis

Mohammad Amin Nabian, Hadi Meidani · Journal of Computing and Information Science in Engineering · 2019 · 79 citations · Full text

Predicting Near-Term Train Schedule Performance and Delay Using Bi-Level Random Forests

Mohammad Amin Nabian, Negin Alemazkoor, Hadi Meidani · Transportation Research Record Journal of the Transportation Research Board · 2019 · 60 citations

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Multiphase Mesh-Free Particle Method for Simulating Granular Flows and Sediment Transport

Mohammad Amin Nabian, Leila Farhadi · Journal of Hydraulic Engineering · 2016 · 40 citations

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Residual corrective diffusion modeling for km-scale atmospheric downscaling

Morteza Mardani, Noah Brenowitz, Yair Cohen et al. · Communications Earth & Environment · 2025 · 36 citations · Full text

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