Mohammad Amin Nabian

发表

Deep Learning for Accelerated Seismic Reliability Analysis of Transportation Networks

Hadi Meidani, Mohammad Amin Nabian, H. Meidani, 2017, Comput. Aided Civ. Infrastructure Eng..

An Efficient Mesh-Free Particle Method for Modeling of Free Surface and Multiphase Flows

Mohammad Amin Nabian, 2015 .

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

Hadi Meidani, Negin Alemazkoor, Mohammad Amin Nabian, 2019, Transportation Research Record: Journal of the Transportation Research Board.

Adaptive Physics-Informed Neural Networks for Markov-Chain Monte Carlo pdf

Hadi Meidani, Mohammad Amin Nabian, H. Meidani, 2020, ArXiv.

Accelerating Stochastic Assessment of Post-Earthquake Transportation Network Connectivity via Machine-Learning-Based Surrogates

Hadi Meidani, Mohammad Amin Nabian, 2018 .

A deep learning solution approach for high-dimensional random differential equations

Hadi Meidani, Mohammad Amin Nabian, H. Meidani, 2019, Probabilistic Engineering Mechanics.

NVIDIA SimNet^{TM}: an AI-accelerated multi-physics simulation framework pdf

Oliver Hennigh, Susheela Narasimhan, Zhiwei Fang, 2020, ArXiv.

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

Hadi Meidani, Mohammad Amin Nabian, H. Meidani, 2018, J. Comput. Inf. Sci. Eng..

A Deep Neural Network Surrogate for High-Dimensional Random Partial Differential Equations pdf

Hadi Meidani, Mohammad Amin Nabian, H. Meidani, 2018, Probabilistic Engineering Mechanics.

Stable Moving Particle Semi Implicit Method for Modeling Waves Generated by Submarine Landslides

Mohammad Amin Nabian, Leila Farhadi, 2014 .

Uncertainty Quantification and PCA-Based Model Reduction for Parallel Monte Carlo Analysis of Infrastructure System Reliability

Hadi Meidani, Mohammad Amin Nabian, 2017 .

Deep Learning for Accelerated Seismic Reliability Analysis of Transportation Networks pdf

Hadi Meidani, Mohammad Amin Nabian, H. Meidani, 2017, Comput. Aided Civ. Infrastructure Eng..

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

Mohammad Amin Nabian, Leila Farhadi, L. Farhadi, 2017 .

Physics-Informed Regularization of Deep Neural Networks pdf

Hadi Meidani, Mohammad Amin Nabian, H. Meidani, 2018, J. Comput. Inf. Sci. Eng..

Efficient training of physics‐informed neural networks via importance sampling pdf

Hadi Meidani, Mohammad Amin Nabian, Rini Jasmine Gladstone, 2021, Comput. Aided Civ. Infrastructure Eng..

Robust Topology Optimization Using Variational Autoencoders pdf

Hadi Meidani, Mohammad Amin Nabian, Vahid Keshavarzzadeh, 2021, ArXiv.

L G ] 1 5 O ct 2 01 9 Physics-Driven Regularization of Deep Neural Networks for Enhanced Engineering Design and Analysis

Mohammad Amin Nabian, H. Meidani, M. A. Nabian, 2019 .

An End-to-End AI-Driven Simulation Framework

Mohammad Amin Nabian, Oliver Hennigh, S. Narasimhan, 2020 .

MR-WC-MPS: A Multi-Resolution WC-MPS Method for Simulation of Free-Surface Flows

Mohammad Amin Nabian, L. Farhadi, 2019, Water.