ProtAgents: Protein discovery via large language model multi-agent collaborations combining physics and machine learning

27 January 2024

Papers citing "ProtAgents: Protein discovery via large language model multi-agent collaborations combining physics and machine learning"

22 / 22 papers shown

Title
WorldView-Bench: A Benchmark for Evaluating Global Cultural Perspectives in Large Language Models Abdullah Mushtaq Imran Taj Rafay Naeem Ibrahim Ghaznavi Junaid Qadir 26 0 0 14 May 2025
An LLM-enabled Multi-Agent Autonomous Mechatronics Design Framework Zeyu Wang Frank P.-W. Lo Qian Chen Yongqi Zhang Chen Lin Xu Chen Zhenhua Yu Alexander J. Thompson Eric M. Yeatman Benny Lo AI4CE 26 0 0 20 Apr 2025
PriM: Principle-Inspired Material Discovery through Multi-Agent Collaboration Zheyuan Lai Yingming Pu 45 0 0 09 Apr 2025
AgentRxiv: Towards Collaborative Autonomous Research Samuel Schmidgall Michael Moor 68 3 0 23 Mar 2025
MedAgent-Pro: Towards Multi-modal Evidence-based Medical Diagnosis via Reasoning Agentic Workflow Ziyue Wang Junde Wu Chang Han Low Yueming Jin LRM 57 2 0 21 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 52 6 0 12 Mar 2025
Towards an automated workflow in materials science for combining multi-modal simulative and experimental information using data mining and large language models Balduin Katzer Steffen Klinder Katrin Schulz AI4CE 61 0 0 24 Feb 2025
RAG-Enhanced Collaborative LLM Agents for Drug Discovery Namkyeong Lee Edward De Brouwer Ehsan Hajiramezanali Tommaso Biancalani Chanyoung Park Gabriele Scalia 43 0 0 22 Feb 2025
MDCrow: Automating Molecular Dynamics Workflows with Large Language Models Quintina Campbell Sam Cox Jorge Medina Brittany Watterson A. White LLMAG AI4CE 53 2 0 13 Feb 2025
Toward Inclusive Educational AI: Auditing Frontier LLMs through a Multiplexity Lens Abdullah Mushtaq Muhammad Rafay Naeem Muhammad Imran Taj Ibrahim Ghaznavi Junaid Qadir 24 2 0 08 Jan 2025
Rapid and Automated Alloy Design with Graph Neural Network-Powered LLM-Driven Multi-Agent Systems Alireza Ghafarollahi Markus J. Buehler AI4CE 20 2 0 17 Oct 2024
Leveraging Chemistry Foundation Models to Facilitate Structure Focused Retrieval Augmented Generation in Multi-Agent Workflows for Catalyst and Materials Design Nathaniel H. Park Tiffany J. Callahan James L. Hedrick Tim Erdmann Sara Capponi AI4CE 33 1 0 21 Aug 2024
Cephalo: Multi-Modal Vision-Language Models for Bio-Inspired Materials Analysis and Design Markus J. Buehler MLLM 42 13 0 29 May 2024
Leveraging Biomolecule and Natural Language through Multi-Modal Learning: A Survey Qizhi Pei Lijun Wu Kaiyuan Gao Jinhua Zhu Yue Wang Zun Wang Tao Qin Rui Yan AI4CE 57 19 0 03 Mar 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 51 59 0 18 Jan 2024
An Interdisciplinary Outlook on Large Language Models for Scientific Research James Boyko Joseph Cohen Nathan Fox Maria Han Veiga Jennifer I-Hsiu Li ... Andreas H. Rauch Kenneth N. Reid Soumi Tribedi Anastasia Visheratina Xin Xie 38 17 0 03 Nov 2023
ForceGen: End-to-end de novo protein generation based on nonlinear mechanical unfolding responses using a protein language diffusion model Bo Ni David L. Kaplan Markus J. Buehler DiffM 33 5 0 16 Oct 2023
Generative modeling, design and analysis of spider silk protein sequences for enhanced mechanical properties Wei Lu David L. Kaplan Markus J. Buehler 21 31 0 18 Sep 2023
AutoGen: Enabling Next-Gen LLM Applications via Multi-Agent Conversation Qingyun Wu Gagan Bansal Jieyu Zhang Yiran Wu Beibin Li ... Jiale Liu Ahmed Hassan Awadallah Ryen W. White Doug Burger Chi Wang LLMAG AI4CE 48 273 0 16 Aug 2023
Sparks of Artificial General Intelligence: Early experiments with GPT-4 Sébastien Bubeck Varun Chandrasekaran Ronen Eldan J. Gehrke Eric Horvitz ... Scott M. Lundberg Harsha Nori Hamid Palangi Marco Tulio Ribeiro Yi Zhang ELM AI4MH AI4CE ALM 307 2,232 0 22 Mar 2023
Tranception: protein fitness prediction with autoregressive transformers and inference-time retrieval Pascal Notin M. Dias J. Frazer Javier Marchena-Hurtado Aidan Gomez D. Marks Y. Gal 55 177 0 27 May 2022
Protein Structure and Sequence Generation with Equivariant Denoising Diffusion Probabilistic Models N. Anand Tudor Achim DiffM 190 173 0 26 May 2022