Accelerating Scientific Discovery with Generative Knowledge Extraction, Graph-Based Representation, and Multimodal Intelligent Graph Reasoning

18 March 2024

Papers citing "Accelerating Scientific Discovery with Generative Knowledge Extraction, Graph-Based Representation, and Multimodal Intelligent Graph Reasoning"

8 / 8 papers shown

Title
SciReplicate-Bench: Benchmarking LLMs in Agent-driven Algorithmic Reproduction from Research Papers Yanzheng Xiang Hanqi Yan Shuyin Ouyang Lin Gui Yulan He 51 2 0 31 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 77 1 0 03 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
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
PRefLexOR: Preference-based Recursive Language Modeling for Exploratory Optimization of Reasoning and Agentic Thinking Markus J. Buehler ReLM LRM 29 3 0 16 Oct 2024
LifeGPT: Topology-Agnostic Generative Pretrained Transformer Model for Cellular Automata Jaime Berkovich Markus J. Buehler AI4CE 32 2 0 03 Sep 2024
Cephalo: Multi-Modal Vision-Language Models for Bio-Inspired Materials Analysis and Design Markus J. Buehler MLLM 42 13 0 29 May 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