no code implementations • 5 Mar 2024 • Samira Pakravan, Nikolaos Evangelou, Maxime Usdin, Logan Brooks, James Lu
Digital health technologies (DHT), such as wearable devices, provide personalized, continuous, and real-time monitoring of patient.
1 code implementation • 25 Oct 2022 • Pouria Mistani, Samira Pakravan, Rajesh Ilango, Frederic Gibou
We present a scalable strategy for development of mesh-free hybrid neuro-symbolic partial differential equation solvers based on existing mesh-based numerical discretization methods.
no code implementations • 25 Oct 2022 • Pouria Mistani, Samira Pakravan, Rajesh Ilango, Sanjay Choudhry, Frederic Gibou
We present a highly scalable strategy for developing mesh-free neuro-symbolic partial differential equation solvers from existing numerical discretizations found in scientific computing.
no code implementations • 10 Jan 2020 • Samira Pakravan, Pouria A. Mistani, Miguel Angel Aragon-Calvo, Frederic Gibou
We propose a novel composite framework to find unknown fields in the context of inverse problems for partial differential equations (PDEs).