A fractional stochastic theory for interfacial polarization of cell aggregates. - Pouria A. Mistani; Samira Pakravan; Frédéric Gibou (CoRR, 2020)

Solving inverse-PDE problems with physics-aware neural networks. - Samira Pakravan; Pouria A. Mistani; Miguel A. Aragon-Calvo; Frédéric Gibou (J. Comput. Phys., 2021)

Neuro-symbolic partial differential equation solver. - Pouria Mistani; Samira Pakravan; Rajesh Ilango; Sanjay Choudhry; Frédéric Gibou (CoRR, 2022)

JAX-DIPS: Neural bootstrapping of finite discretization methods and application to elliptic problems with discontinuities. - Pouria A. Mistani; Samira Pakravan; Rajesh Ilango; Frédéric Gibou (J. Comput. Phys., 2023)

From Noise to Signal: Unveiling Treatment Effects from Digital Health Data through Pharmacology-Informed Neural-SDE. - Samira Pakravan; Nikolaos Evangelou; Maxime Usdin; Logan Brooks; James Lu (CoRR, 2024)