LLM-SR: Scientific Equation Discovery via Programming with Large Language Models

LLM-SR: Scientific Equation Discovery via Programming with Large Language Models

29 April 2024

Parshin Shojaee

Chandan K. Reddy

Papers citing "LLM-SR: Scientific Equation Discovery via Programming with Large Language Models"

14 / 14 papers shown

Title
Symbolic Regression with Multimodal Large Language Models and Kolmogorov Arnold Networks Thomas R. Harvey Fabian Ruehle Cristofero S. Fraser-Taliente James Halverson 26 0 0 12 May 2025
Fitness Landscape of Large Language Model-Assisted Automated Algorithm Search Fei Liu Qingfu Zhang Xialiang Tong M. Yuan K. Mao 74 0 0 28 Apr 2025
LLM-Guided Search for Deletion-Correcting Codes Franziska Weindel Reinhard Heckel LRM 61 0 0 01 Apr 2025
Graph ODEs and Beyond: A Comprehensive Survey on Integrating Differential Equations with Graph Neural Networks Z. Liu Xiaoda Wang Bohan Wang Zijie Huang Carl Yang Wei-dong Jin AI4TS AI4CE 146 1 0 29 Mar 2025
AgentRxiv: Towards Collaborative Autonomous Research Samuel Schmidgall Michael Moor 61 3 0 23 Mar 2025
DiSciPLE: Learning Interpretable Programs for Scientific Visual Discovery Utkarsh Mall Cheng Perng Phoo Mia Chiquier Bharath Hariharan Kavita Bala Carl Vondrick 76 1 0 17 Feb 2025
LLM4AD: A Platform for Algorithm Design with Large Language Model Fei Liu Rui-Xun Zhang Zhuoliang Xie Rui Sun Kai Li Xi Victoria Lin Zhenkun Wang Zhichao Lu Qingfu Zhang 45 3 0 23 Dec 2024
In Context Learning and Reasoning for Symbolic Regression with Large Language Models Samiha Sharlin Tyler R. Josephson ReLM LLMAG LRM 42 1 0 22 Oct 2024
Symbolic Regression with a Learned Concept Library Arya Grayeli Atharva Sehgal Omar Costilla-Reyes Miles Cranmer Swarat Chaudhuri 56 10 0 14 Sep 2024
Large Language Models to Enhance Bayesian Optimization Tennison Liu Nicolás Astorga Nabeel Seedat M. Schaar 66 46 0 06 Feb 2024
Evolutionary Computation in the Era of Large Language Model: Survey and Roadmap Xingyu Wu Sheng-hao Wu Jibin Wu Liang Feng Kay Chen Tan ELM 45 58 0 18 Jan 2024
Large Language Models for Scientific Synthesis, Inference and Explanation Yizhen Zheng Huan Yee Koh Jiaxin Ju A. T. Nguyen Lauren T. May Geoffrey I. Webb Shirui Pan ELM 51 31 0 12 Oct 2023
Transformer-based Planning for Symbolic Regression Parshin Shojaee Kazem Meidani A. Farimani Chandan K. Reddy 47 33 0 13 Mar 2023
Symbolic Regression is NP-hard M. Virgolin S. Pissis 62 61 0 03 Jul 2022