UPS: Efficiently Building Foundation Models for PDE Solving via Cross-Modal Adaptation

11 March 2024

Papers citing "UPS: Efficiently Building Foundation Models for PDE Solving via Cross-Modal Adaptation"

7 / 7 papers shown

Title
CodePDE: An Inference Framework for LLM-driven PDE Solver Generation Shanda Li Tanya Marwah Junhong Shen W. Sun Andrej Risteski Yiming Yang Ameet Talwalkar AI4CE 17 0 0 13 May 2025
Explain Like I'm Five: Using LLMs to Improve PDE Surrogate Models with Text Cooper Lorsung Amir Barati Farimani AI4CE 56 1 0 02 Oct 2024
Gene Set Summarization using Large Language Models marcin p. joachimiak J. H. Caufield N. Harris Hyeongsik Kim Christopher J. Mungall 21 17 0 21 May 2023
Reprogramming Pretrained Language Models for Protein Sequence Representation Learning R. Vinod Pin-Yu Chen Payel Das 82 12 0 05 Jan 2023
Towards Multi-spatiotemporal-scale Generalized PDE Modeling Jayesh K. Gupta Johannes Brandstetter AI4CE 53 117 0 30 Sep 2022
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 197 2,254 0 18 Oct 2020
U-Net: Convolutional Networks for Biomedical Image Segmentation Olaf Ronneberger Philipp Fischer Thomas Brox SSeg 3DV 229 74,467 0 18 May 2015