Concepedia

Faisal Asad

FA

8

Publications

341

Citations

8

H-Index

2011

Active since

Affiliations

Stanford University(Current)

Vaughn College of Aeronautics and Technology

Faisal Asad is an author at Stanford University specializing in engineering, mechanical engineering, and mechanics.

Top concepts

EngineeringMechanicsMechanical EngineeringData ScienceSolid MechanicsMaterial MechanicsMechanical SystemsMechanics ModelingMechanics Of MaterialsComputational Mechanics

Publications per year

2011–2023

8

Publications

8

A mechanics‐informed artificial neural network approach in data‐driven constitutive modeling

Faisal Asad, Philip Avery, Charbel Farhat · International Journal for Numerical Methods in Engineering · 2022 · 174 citations

Artificial Intelligence, Engineering, Multiscale Mechanics +24

A mechanics-informed deep learning framework for data-driven nonlinear viscoelasticity

Faisal Asad, Charbel Farhat · Computer Methods in Applied Mechanics and Engineering · 2023 · 38 citations

Engineering, Data-driven Nonlinear Viscoelasticity, Mechanics +5

Robust and globally efficient reduction of parametric, highly nonlinear computational models and real time online performance

Radek Tezaur, Faisal Asad, Charbel Farhat · Computer Methods in Applied Mechanics and Engineering · 2022 · 34 citations

Mathematical Programming, Efficient Reduction, Large-scale Global Optimization +8

Prevalence of COPD in Abu Dhabi, United Arab Emirates

Ashraf Al Zaabi, Faisal Asad, Jassem Abdou et al. · Respiratory Medicine · 2011 · 32 citations · Full text

Epidemiology, Pulmonary Care, Medicine +3

A Mechanics-Informed Artificial Neural Network Approach in Data-Driven Constitutive Modeling

Faisal Asad, Philip Avery, Charbel Farhat · AIAA SCITECH 2022 Forum · 2022 · 19 citations

Artificial Intelligence, Engineering, Mechanical Engineering +18

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