The Impact of Large Language Models on Scientific Discovery: a
Preliminary Study using GPT-4

The Impact of Large Language Models on Scientific Discovery: a Preliminary Study using GPT-4

13 November 2023

Microsoft Research AI4Science

Microsoft Quantum

Papers citing "The Impact of Large Language Models on Scientific Discovery: a Preliminary Study using GPT-4"

13 / 13 papers shown

Title
Flex-Judge: Think Once, Judge Anywhere Jongwoo Ko S. Kim Sungwoo Cho Se-Young Yun ELM LRM 56 0 0 24 May 2025
Exploiting Edited Large Language Models as General Scientific Optimizers Qitan Lv T. Liu Haoyu Wang 60 0 0 08 Mar 2025
Causality Is Key to Understand and Balance Multiple Goals in Trustworthy ML and Foundation Models Ruta Binkyte Ivaxi Sheth Zhijing Jin Mohammad Havaei Bernhard Schölkopf Mario Fritz 355 1 0 28 Feb 2025
IGDA: Interactive Graph Discovery through Large Language Model Agents Alex Havrilla David Alvarez-Melis Nicolò Fusi AI4CE 54 0 0 24 Feb 2025
BioMaze: Benchmarking and Enhancing Large Language Models for Biological Pathway Reasoning Haiteng Zhao Chang Ma FangZhi Xu Lingpeng Kong Zhi-Hong Deng LRM 71 3 0 23 Feb 2025
From Local to Global: A Graph RAG Approach to Query-Focused Summarization Darren Edge Ha Trinh Newman Cheng Joshua Bradley Alex Chao Apurva Mody Steven Truitt Dasha Metropolitansky Robert Osazuwa Ness Jonathan Larson RALM 159 387 0 20 Feb 2025
MOLLM: Multi-Objective Large Language Model for Molecular Design -- Optimizing with Experts Nian Ran Yue Wang Richard Allmendinger 102 1 0 18 Feb 2025
Chemical Language Model Linker: blending text and molecules with modular adapters Yifan Deng Spencer S. Ericksen Anthony Gitter 58 2 0 26 Oct 2024
An Investigation of Warning Erroneous Chat Translations in Cross-lingual Communication Yunmeng Li Jun Suzuki Makoto Morishita Kaori Abe Kentaro Inui 89 10 0 28 Aug 2024
LLM-SR: Scientific Equation Discovery via Programming with Large Language Models Parshin Shojaee Kazem Meidani Shashank Gupta A. Farimani Chandan K. Reddy 86 20 0 29 Apr 2024
ResearchAgent: Iterative Research Idea Generation over Scientific Literature with Large Language Models Jinheon Baek S. Jauhar Silviu Cucerzan Sung Ju Hwang AI4CE LLMAG LM&Ro 68 45 0 11 Apr 2024
FABind+: Enhancing Molecular Docking through Improved Pocket Prediction and Pose Generation Kaiyuan Gao Qizhi Pei Jinhua Zhu Kun He Lijun Wu Lijun Wu 78 6 0 29 Mar 2024
Had enough of experts? Quantitative knowledge retrieval from large language models David Selby Kai Spriestersbach Yuichiro Iwashita Dennis Bappert Archana Warrier Sumantrak Mukherjee Muhammad Nabeel Asim Koichi Kise Sebastian Vollmer 74 1 0 12 Feb 2024