Discovering Mathematical Formulas from Data via GPT-guided Monte Carlo Tree Search

24 January 2024

Papers citing "Discovering Mathematical Formulas from Data via GPT-guided Monte Carlo Tree Search"

7 / 7 papers shown

Title
Generalizing the SINDy approach with nested neural networks Camilla Fiorini Clément Flint Louis Fostier Emmanuel Franck Reyhaneh Hashemi Victor Michel-Dansac Wassim Tenachi 68 1 0 28 Jan 2025
ViSymRe: Vision-guided Multimodal Symbolic Regression Da Li Junping Yin Jin Xu Xinxin Li Juan Zhang 73 0 0 15 Dec 2024
MLLM-SR: Conversational Symbolic Regression base Multi-Modal Large Language Models Yanjie Li Weijun Li Lina Yu Min Wu Jingyi Liu Wenqiang Li Shu Wei Yusong Deng OffRL 23 3 0 08 Jun 2024
Monte Carlo Search Algorithms Discovering Monte Carlo Tree Search Exploration Terms Tristan Cazenave 21 0 0 14 Apr 2024
Generative Pre-Trained Transformer for Symbolic Regression Base In-Context Reinforcement Learning Yanjie Li Weijun Li Lina Yu Min Wu Jingyi Liu Wenqiang Li Meilan Hao Shu Wei Yusong Deng 24 2 0 09 Apr 2024
A Neural-Guided Dynamic Symbolic Network for Exploring Mathematical Expressions from Data Wenqiang Li Weijun Li Lina Yu Min Wu Linjun Sun Jingyi Liu Yanjie Li Shu Wei Yusong Deng Meilan Hao 10 3 0 24 Sep 2023
Transformer-based Planning for Symbolic Regression Parshin Shojaee Kazem Meidani A. Farimani Chandan K. Reddy 36 33 0 13 Mar 2023