MyCrunchGPT: A chatGPT assisted framework for scientific machine learning

no code implementations • 27 Jun 2023 • Varun Kumar, Leonard Gleyzer, Adar Kahana, Khemraj Shukla, George Em Karniadakis

To demonstrate the flow of the MyCrunchGPT, and create an infrastructure that can facilitate a broader vision, we built a webapp based guided user interface, that includes options for a comprehensive summary report.

Code Generation Geophysics

Spiking Neural Operators for Scientific Machine Learning

no code implementations • 17 May 2022 • Adar Kahana, Qian Zhang, Leonard Gleyzer, George Em Karniadakis

We demonstrate this new approach for classification using the SNN in the branch, achieving results comparable to the literature.

Edge-computing regression