Title
The AI Imperative: Scaling High-Quality Peer Review in Machine Learning Qiyao Wei Samuel Holt Jing Yang Markus Wulfmeier M. Schaar 16 0 0 09 Jun 2025
Towards Universal Offline Black-Box Optimization via Learning Language Model Embeddings Rong-Xi Tan Ming Chen Ke Xue Yao Wang Yaoyuan Wang Sheng Fu Chao Qian OffRL 15 0 0 08 Jun 2025
Towards Geometry Problem Solving in the Large Model Era: A Survey Yurui Zhao Xiang Wang Jiahong Liu Irwin King Zhitao Huang LRM AI4CE 71 0 0 03 Jun 2025
ASyMOB: Algebraic Symbolic Mathematical Operations Benchmark M. Shalyt Rotem Elimelech I. Kaminer 25 0 0 28 May 2025
ScienceBoard: Evaluating Multimodal Autonomous Agents in Realistic Scientific Workflows Qiushi Sun Zhoumianze Liu Chang Ma Zichen Ding Fangzhi Xu ... B. Kao Wenhai Wang Biqing Qi Lingpeng Kong Zhiyong Wu LLMAG LM&Ro 78 3 0 26 May 2025
The Discovery Engine: A Framework for AI-Driven Synthesis and Navigation of Scientific Knowledge Landscapes Vladimir Baulin Austin Cook Daniel Friedman Janna Lumiruusu Andrew Pashea Shagor Rahman Benedikt Waldeck 74 0 0 23 May 2025
GRAIL: Graph Edit Distance and Node Alignment Using LLM-Generated Code S. Verma Arushi Goyal Ananya Mathur Ankit Anand Sayan Ranu 29 1 0 04 May 2025
A Self-Improving Coding Agent Maxime Robeyns Martin Szummer Laurence Aitchison LLMAG 136 1 0 21 Apr 2025
Algorithm Discovery With LLMs: Evolutionary Search Meets Reinforcement Learning Anja Surina Amin Mansouri Lars Quaedvlieg Amal Seddas Maryna Viazovska Emmanuel Abbe Çağlar Gülçehre 104 3 0 07 Apr 2025
Towards Scientific Intelligence: A Survey of LLM-based Scientific Agents Shuo Ren Pu Jian Zhenjiang Ren Chunlin Leng Can Xie Jiajun Zhang LLMAG AI4CE 158 4 0 31 Mar 2025
Agentic AI for Scientific Discovery: A Survey of Progress, Challenges, and Future Directions Mourad Gridach Jay Nanavati Khaldoun Zine El Abidine Lenon Mendes Christina Mack 130 9 0 12 Mar 2025
Chemical reasoning in LLMs unlocks steerable synthesis planning and reaction mechanism elucidation Andres M Bran Theo A Neukomm Daniel Armstrong Zlatko Joncev Philippe Schwaller LRM 115 3 0 11 Mar 2025
Accelerating Earth Science Discovery via Multi-Agent LLM Systems Dmitrii Pantiukhin Boris Shapkin Ivan Kuznetsov Antonia Anna Jost Nikolay Koldunov AI4CE LLMAG 150 1 0 07 Mar 2025
Towards an AI co-scientist Juraj Gottweis W. Weng Alexander Daryin T. Tu Anil Palepu ... Gary Peltz Yunhan Xu Annalisa Pawlosky Alan Karthikesalingam Vivek Natarajan LLMAG 142 51 0 26 Feb 2025
LLM-SR: Scientific Equation Discovery via Programming with Large Language Models Parshin Shojaee Kazem Meidani Shashank Gupta A. Farimani Chandan K. Reddy 217 23 0 29 Apr 2024