MechAgents: Large language model multi-agent collaborations can solve mechanics problems, generate new data, and integrate knowledge

14 November 2023

Papers citing "MechAgents: Large language model multi-agent collaborations can solve mechanics problems, generate new data, and integrate knowledge"

23 / 23 papers shown

Title
FEABench: Evaluating Language Models on Multiphysics Reasoning Ability N. Mudur Hao Cui Subhashini Venugopalan Paul Raccuglia M. Brenner Peter C. Norgaard LLMAG ELM LRM 45 0 0 08 Apr 2025
AI Judges in Design: Statistical Perspectives on Achieving Human Expert Equivalence With Vision-Language Models Kristen M. Edwards Farnaz Tehranchi Scarlett R. Miller Faez Ahmed 69 0 0 01 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 59 1 0 31 Mar 2025
MAPS: A Multi-Agent Framework Based on Big Seven Personality and Socratic Guidance for Multimodal Scientific Problem Solving Jian Zhang Zhiyuan Wang Zhilin Wang Xinyu Zhang Fangzhi Xu Qika Lin Rui Mao Erik Cambria Jun Liu LLMAG 56 1 0 21 Mar 2025
MARS: A Multi-Agent Framework Incorporating Socratic Guidance for Automated Prompt Optimization Jian Zhang Zhilin Wang Haiping Zhu Jun Liu Qika Lin Erik Cambria LLMAG 81 1 0 21 Mar 2025
A Vehicle-Infrastructure Multi-layer Cooperative Decision-making Framework Yiming Cui Shiyu Fang Peng Hang Jian Sun 46 0 0 19 Mar 2025
From Hypothesis to Publication: A Comprehensive Survey of AI-Driven Research Support Systems Zekun Zhou Xiaocheng Feng L. Huang Xiachong Feng Ziyun Song ... Baoxin Wang Dayong Wu Guoping Hu Ting Liu Bing Qin AI4TS 74 1 0 03 Mar 2025
Enhancing Text Classification with a Novel Multi-Agent Collaboration Framework Leveraging BERT Hediyeh Baban Sai A Pidapar Aashutosh Nema Sichen Lu LLMAG 77 0 0 25 Feb 2025
Navigation-GPT: A Robust and Adaptive Framework Utilizing Large Language Models for Navigation Applications Feng Ma Xuben Wang Chen Chen Xiao-bin Xu Xin-ping Yan 130 0 0 23 Feb 2025
Improving Network Threat Detection by Knowledge Graph, Large Language Model, and Imbalanced Learning Lili Zhang Quanyan Zhu Herman Ray Ying Xie 34 0 0 26 Jan 2025
Multi-Agent Collaboration in Incident Response with Large Language Models Zefang Liu LLMAG AI4CE 71 1 0 01 Dec 2024
Two Heads Are Better Than One: Collaborative LLM Embodied Agents for Human-Robot Interaction Mitchell Rosser Marc. G Carmichael LLMAG LM&Ro 64 0 0 23 Nov 2024
Can We Trust AI Agents? A Case Study of an LLM-Based Multi-Agent System for Ethical AI José Antonio Siqueira de Cerqueira Mamia Agbese Rebekah Rousi Nannan Xi Juho Hamari Pekka Abrahamsson LLMAG 41 4 0 25 Oct 2024
An Electoral Approach to Diversify LLM-based Multi-Agent Collective Decision-Making Xiutian Zhao Ke Wang Wei Peng 26 1 0 19 Oct 2024
Rapid and Automated Alloy Design with Graph Neural Network-Powered LLM-Driven Multi-Agent Systems Alireza Ghafarollahi Markus J. Buehler AI4CE 18 2 0 17 Oct 2024
Chain of Agents: Large Language Models Collaborating on Long-Context Tasks Yusen Zhang Ruoxi Sun Yanfei Chen Tomas Pfister Rui Zhang Sercan Ö. Arik RALM AI4CE LLMAG 54 28 0 04 Jun 2024
Cephalo: Multi-Modal Vision-Language Models for Bio-Inspired Materials Analysis and Design Markus J. Buehler MLLM 39 13 0 29 May 2024
A Misleading Gallery of Fluid Motion by Generative Artificial Intelligence Ali Kashefi VGen 48 5 0 24 May 2024
Can LLM-Augmented autonomous agents cooperate?, An evaluation of their cooperative capabilities through Melting Pot Manuel Mosquera Juan Sebastian Pinzon Manuel Rios Yesid Fonseca Luis Felipe Giraldo Nicanor Quijano Ruben Manrique 33 2 0 18 Mar 2024
ProtAgents: Protein discovery via large language model multi-agent collaborations combining physics and machine learning Alireza Ghafarollahi Markus J. Buehler LLMAG AI4CE 18 23 0 27 Jan 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
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
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 298 2,232 0 22 Mar 2023