LLM-Prop: Predicting Physical And Electronic Properties Of Crystalline Solids From Their Text Descriptions

21 October 2023

Andre Niyongabo Rubungo

Papers citing "LLM-Prop: Predicting Physical And Electronic Properties Of Crystalline Solids From Their Text Descriptions"

21 / 21 papers shown

Title
34 Examples of LLM Applications in Materials Science and Chemistry: Towards Automation, Assistants, Agents, and Accelerated Scientific Discovery Yoel Zimmermann Adib Bazgir Alexander H Al-Feghali Mehrad Ansari L. C. Brinson ... Shang Zhu Jan Janssen Calvin Li Ian T. Foster B. Blaiszik 40 0 0 05 May 2025
ChemSafetyBench: Benchmarking LLM Safety on Chemistry Domain Haochen Zhao Xiangru Tang Ziran Yang Xiao Han Xuanzhi Feng ... Senhao Cheng Di Jin Yilun Zhao Arman Cohan Mark B. Gerstein ELM 75 1 0 23 Nov 2024
LLM4Mat-Bench: Benchmarking Large Language Models for Materials Property Prediction Andre Niyongabo Rubungo Kangming Li Jason Hattrick-Simpers Adji Bousso Dieng 23 4 0 31 Oct 2024
A Little Help Goes a Long Way: Efficient LLM Training by Leveraging Small LMs A. S. Rawat Veeranjaneyulu Sadhanala Afshin Rostamizadeh Ayan Chakrabarti Wittawat Jitkrittum ... Rakesh Shivanna Sashank J. Reddi A. Menon Rohan Anil Sanjiv Kumar 28 2 0 24 Oct 2024
Towards Efficient Large Language Models for Scientific Text: A Review H. To Ming Liu Guangyan Huang 35 1 0 20 Aug 2024
MatText: Do Language Models Need More than Text & Scale for Materials Modeling? Nawaf Alampara Santiago Miret K. Jablonka 43 8 0 25 Jun 2024
A Comprehensive Survey of Scientific Large Language Models and Their Applications in Scientific Discovery Yu Zhang Xiusi Chen Bowen Jin Sheng Wang Shuiwang Ji Wei Wang Jiawei Han 40 17 0 16 Jun 2024
Continual Learning of Large Language Models: A Comprehensive Survey Haizhou Shi Zihao Xu Hengyi Wang Weiyi Qin Wenyuan Wang Yibin Wang Zifeng Wang Sayna Ebrahimi Hao Wang CLL KELM LRM 37 62 0 25 Apr 2024
Graph Machine Learning in the Era of Large Language Models (LLMs) Wenqi Fan Shijie Wang Jiani Huang Zhikai Chen Yu Song ... Haitao Mao Hui Liu Xiaorui Liu Dawei Yin Qing Li AI4CE 24 21 0 23 Apr 2024
Reflectance Estimation for Proximity Sensing by Vision-Language Models: Utilizing Distributional Semantics for Low-Level Cognition in Robotics Masashi Osada G. A. G. Ricardez Yosuke Suzuki Tadahiro Taniguchi 19 2 0 11 Apr 2024
Space Group Informed Transformer for Crystalline Materials Generation Zhendong Cao Xiaoshan Luo Jianwei Lv Lei Wang AI4CE 24 16 0 23 Mar 2024
Materials science in the era of large language models: a perspective Ge Lei Ronan Docherty Samuel J. Cooper 38 3 0 11 Mar 2024
Bridging Text and Molecule: A Survey on Multimodal Frameworks for Molecule Yi Xiao Xiangxin Zhou Qiang Liu Liang Wang AI4CE 30 3 0 07 Mar 2024
A Survey on Knowledge Distillation of Large Language Models Xiaohan Xu Ming Li Chongyang Tao Tao Shen Reynold Cheng Jinyang Li Can Xu Dacheng Tao Tianyi Zhou KELM VLM 42 94 0 20 Feb 2024
Are LLMs Ready for Real-World Materials Discovery? Santiago Miret N. M. A. Krishnan 30 25 0 07 Feb 2024
ChIRAAG: ChatGPT Informed Rapid and Automated Assertion Generation Bhabesh Mali Karthik Maddala Vatsal Gupta Sweeya Reddy C. Karfa Ramesh Karri 3DV 14 13 0 31 Jan 2024
Synergizing Human Expertise and AI Efficiency with Language Model for Microscopy Operation and Automated Experiment Design Yongtao Liu M. Checa Rama K Vasudevan LM&MA 16 8 0 24 Jan 2024
LMFlow: An Extensible Toolkit for Finetuning and Inference of Large Foundation Models Shizhe Diao Rui Pan Hanze Dong Kashun Shum Jipeng Zhang Wei Xiong Tong Zhang ALM 14 63 0 21 Jun 2023
Leveraging Language Representation for Material Recommendation, Ranking, and Exploration Jiaxing Qu Yuxuan Richard Xie K. Ciesielski Claire E. Porter E. Toberer Elif Ertekin 8 3 0 01 May 2023
Periodic Graph Transformers for Crystal Material Property Prediction Keqiang Yan Yi Liu Yu-Ching Lin Shuiwang Ji AI4TS 88 82 0 23 Sep 2022
MatSciBERT: A Materials Domain Language Model for Text Mining and Information Extraction Tanishq Gupta Mohd Zaki N. M. A. Krishnan Mausam 44 174 0 30 Sep 2021