Staff information

Shady Ahmed

Scientific Machine Learning
Post Doctorate RA C
Pacific Northwest National Laboratory
PO Box 999
MSIN:
Richland, WA 99352
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Sanderse B., P. Stinis, R. Maulik, and S. Ahmed. 2025. "Scientific machine learning for closure models in multiscale problems: A review." Foundations of Data Science 7, no. 1:298-337. PNNL-SA-195444. doi:10.3934/fods.2024043

Ahmed S., and P. Stinis. 2023. "A Multifidelity Deep Operator Network Approach to Closure for Multiscale Systems." Computer Methods in Applied Mechanics and Engineering 414. PNNL-SA-182879. doi:10.1016/j.cma.2023.116161
Ahmed S., O. San, S. Lakshmivarahan, and J.M. Lewis. 2023. "On the dual advantage of placing observations through forward sensitivity analysis." Proceedings of the Royal Society A: Mathematical, Physical and Engineering Sciences 479, no. 2274:Art. No. 20220815. PNNL-SA-180163. doi:10.1098/rspa.2022.0815