Faisal As’ad

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

C. Farhat, R. Tezaur, Faisal As’ad, 2022, Computer Methods in Applied Mechanics and Engineering.

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

C. Farhat, P. Avery, Faisal As’ad, 2022, AIAA SCITECH 2022 Forum.

Update: Modeling Supersonic Parachute Inflations for Mars Spacecraft

C. Farhat, P. Avery, J. Rabinovitch, 2022, 26th AIAA Aerodynamic Decelerator Systems Technology Conference.

A Mechanics-Informed Neural Network Framework for Data-Driven Nonlinear Viscoelasticity

C. Farhat, Faisal As’ad, 2023, AIAA SCITECH 2023 Forum.

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

R. Tezaur, Faisal As’ad, Charbel Farhat, 2022, Computer Methods in Applied Mechanics and Engineering.

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

Faisal As’ad, Charbel Farhat, 2023, Computer Methods in Applied Mechanics and Engineering.