MyCrunchGPT: A chatGPT assisted framework for scientific machine learning

27 June 2023

Papers citing "MyCrunchGPT: A chatGPT assisted framework for scientific machine learning"

8 / 8 papers shown

Title
Adapting While Learning: Grounding LLMs for Scientific Problems with Intelligent Tool Usage Adaptation Bohan Lyu Yadi Cao Duncan Watson-Parris Leon Bergen Taylor Berg-Kirkpatrick Rose Yu 61 3 0 01 Nov 2024
Explain Like I'm Five: Using LLMs to Improve PDE Surrogate Models with Text Cooper Lorsung Amir Barati Farimani AI4CE 73 1 0 02 Oct 2024
Learning Agent-based Modeling with LLM Companions: Experiences of Novices and Experts Using ChatGPT & NetLogo Chat John Chen Xi Lu Michael Rejtig Yuzhou Du Ruth Bagley Mike Horn Uri Wilensky 34 29 0 30 Jan 2024
Physics-informed neural networks for predicting gas flow dynamics and unknown parameters in diesel engines Kamaljyoti Nath Xuhui Meng Daniel J. Smith George Karniadakis PINN 28 20 0 26 Apr 2023
Parallel Physics-Informed Neural Networks via Domain Decomposition K. Shukla Ameya Dilip Jagtap George Karniadakis PINN 101 274 0 20 Apr 2021
Fourier Neural Operator for Parametric Partial Differential Equations Zong-Yi Li Nikola B. Kovachki Kamyar Azizzadenesheli Burigede Liu K. Bhattacharya Andrew M. Stuart Anima Anandkumar AI4CE 256 2,298 0 18 Oct 2020
B-PINNs: Bayesian Physics-Informed Neural Networks for Forward and Inverse PDE Problems with Noisy Data Liu Yang Xuhui Meng George Karniadakis PINN 183 761 0 13 Mar 2020
Data Augmentation using Pre-trained Transformer Models Varun Kumar Ashutosh Choudhary Eunah Cho VLM 216 315 0 04 Mar 2020