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    University - Student Department: Aeronautics and Astronautics Position: Graduate
    University - Student Department: Aeronautics and Astronautics Position: Graduate

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All Publications

  • A staggered training framework for mechanics-informed neural networks in tractable multiscale homogenization with application to woven fabrics COMPUTER METHODS IN APPLIED MECHANICS AND ENGINEERING As'ad, F., Farhat, C. 2026; 452

    View details for DOI 10.1016/j.cma.2025.118666

    View details for Web of Science ID 001663849700001

  • Permeability Modeling of the Mars 2020 Parachute Broadcloth Material AIAA JOURNAL Ghasimi, S., Rabinovitch, J., Chacon, L., Poovathingal, S. J., Phillippe, C. A., Foster, C., Roca, L., Panerai, F., As'ad, F., Farhat, C., Lobbia, M., Ataei, N. 2025

    View details for DOI 10.2514/1.J065509

    View details for Web of Science ID 001541504900001

  • Sensitivity Analysis and Validation of a Computational Framework for Supersonic Parachute Inflation Dynamics AIAA JOURNAL As'ad, F., Avery, P., Farhat, C., Rabinovitch, J., Lobbia, M., Ataei, N. 2024

    View details for DOI 10.2514/1.J064791

    View details for Web of Science ID 001378754800001

  • Permeability Modeling of Mars Parachute Broadcloth Materials Ghasimi, S., Rabinovitch, J., Chacon, L., Poovathinga, S. J., Phillippe, C. A., Foster, C., Roca, L., Panerai, F., As'ad, F., Avery, P., Farhat, C., Lobbia, M., Ataei, N., AIAA AMER INST AERONAUTICS & ASTRONAUTICS. 2024

    View details for Web of Science ID 001397134405001

  • Sensitivity Analysis and Validation of a Computational Framework for Supersonic Parachute Inflation Dynamics As'ad, F., Avery, P., Farhat, C., Rabinovitch, J., Lobbia, M., Ataei, N., AIAA AMER INST AERONAUTICS & ASTRONAUTICS. 2024

    View details for Web of Science ID 001397464104034

  • A mechanics-informed deep learning framework for data-driven nonlinear viscoelasticity COMPUTER METHODS IN APPLIED MECHANICS AND ENGINEERING As'ad, F., Farhat, C. 2023; 417

    View details for DOI 10.1016/j.cma.2023.116463

    View details for Web of Science ID 001086045500001

  • Reprint of: Robust and globally efficient reduction of parametric, highly nonlinear computational models and real time online performance COMPUTER METHODS IN APPLIED MECHANICS AND ENGINEERING Tezaur, R., As'ad, F., Farhat, C. 2022; 402

    View details for DOI 10.1016/j.cma.2022.115747

    View details for Web of Science ID 000897844700012

  • Robust and globally efficient reduction of parametric, highly nonlinear computational models and real time online performance COMPUTER METHODS IN APPLIED MECHANICS AND ENGINEERING Tezaur, R., As'ad, F., Farhat, C. 2022; 399

    View details for DOI 10.1016/j.cma.2022.115392

    View details for Web of Science ID 000838851400004

  • A mechanics-informed artificial neural network approach in data-driven constitutive modeling INTERNATIONAL JOURNAL FOR NUMERICAL METHODS IN ENGINEERING As'ad, F., Avery, P., Farhat, C. 2022

    View details for DOI 10.1002/nme.6957

    View details for Web of Science ID 000765500200001

https://orcid.org/0000-0002-8538-9283