PROSE: Predicting Operators and Symbolic Expressions using Multimodal
Transformers

PROSE: Predicting Operators and Symbolic Expressions using Multimodal Transformers

28 September 2023

Yuxuan Liu

Hayden Schaeffer

Papers citing "PROSE: Predicting Operators and Symbolic Expressions using Multimodal Transformers"

6 / 6 papers shown

Title
Explain Like I'm Five: Using LLMs to Improve PDE Surrogate Models with Text Cooper Lorsung Amir Barati Farimani AI4CE 58 1 0 02 Oct 2024
PROSE-FD: A Multimodal PDE Foundation Model for Learning Multiple Operators for Forecasting Fluid Dynamics Yuxuan Liu Jingmin Sun Xinjie He Griffin Pinney Zecheng Zhang Hayden Schaeffer AI4CE 35 5 0 15 Sep 2024
Strategies for Pretraining Neural Operators Anthony Y. Zhou Cooper Lorsung AmirPouya Hemmasian Amir Barati Farimani AI4CE 34 4 0 12 Jun 2024
AI Choreographer: Music Conditioned 3D Dance Generation with AIST++ Ruilong Li Sha Yang David A. Ross Angjoo Kanazawa ViT 205 479 0 21 Jan 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 203 2,272 0 18 Oct 2020
Google's Neural Machine Translation System: Bridging the Gap between Human and Machine Translation Yonghui Wu M. Schuster Z. Chen Quoc V. Le Mohammad Norouzi ... Alex Rudnick Oriol Vinyals G. Corrado Macduff Hughes J. Dean AIMat 716 6,724 0 26 Sep 2016