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Jamal F. Husseini

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Journal Articles

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2024
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Farhad Pourkamali-Anaraki, Jamal F. Husseini, Scott E. Stapleton:
Probabilistic Neural Networks (PNNs) for Modeling Aleatoric Uncertainty in Scientific Machine Learning. IEEE Access 12: 178816-178831 (2024)
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Farhad Pourkamali-Anaraki, Jamal F. Husseini, Evan J. Pineda, Brett A. Bednarcyk, Scott E. Stapleton:
Two-stage surrogate modeling for data-driven design optimization with application to composite microstructure generation. Eng. Appl. Artif. Intell. 138: 109436 (2024)

Informal and Other Publications

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2024
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Farhad Pourkamali-Anaraki, Jamal F. Husseini, Evan J. Pineda, Brett A. Bednarcyk, Scott E. Stapleton:
Two-Stage Surrogate Modeling for Data-Driven Design Optimization with Application to Composite Microstructure Generation. CoRR abs/2401.02008 (2024)
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Farhad Pourkamali-Anaraki, Jamal F. Husseini, Scott E. Stapleton:
Probabilistic Neural Networks (PNNs) for Modeling Aleatoric Uncertainty in Scientific Machine Learning. CoRR abs/2402.13945 (2024)

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