Rami M. Younis

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Scientific Discovery & Drug Design (1)

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Gbenga T. Awojinrin (1)Abdul-Akeem Olawoyin (1)

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Jun 16, 2026

A Convex Quasilinearization Method for Solving Nonlinear PDEs with Physics-Informed Neural Networks

LiL-Q achieves machine precision solutions for nonlinear PDEs in just a single solve, outperforming traditional PINNs with far fewer parameters and no gradient-based optimization.

Gbenga T. Awojinrin, Abdul-Akeem Olawoyin, Rami M. Younis

Scientific Discovery & Drug Design

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Rami M. Younis

Publication activitypapers/week, last 8 weeks

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