Kangming Li
- LLM4Mat-Bench: Benchmarking Large Language Models for Materials Property Prediction
2024/10/31 by Andre Niyongabo Rubungo, Kangming Li, Rubungo, Andre Niyongabo +6 · 1 voice · 8 citations
Engineering · Materials Science · #Machine Learning in Materials Science #Manufacturing Process and Optimization #cond-mat.mtrl-sci #cs.CL
- Probing out-of-distribution generalization in machine learning for materials
2024/06/10 by Kangming Li, Andre Niyongabo Rubungo, Li, Kangming +13 · 7 citations
Computer Science · #FOS: Physical sciences #Machine Learning and Algorithms #Machine Learning and Data Classification #Materials Science (cond-mat.mtrl-sci)
- A critical examination of robustness and generalizability of machine learning prediction of materials properties
2023/04/07 by Kangming Li, Brian DeCost, Kamal Choudhary +2 · 1 voice · 3 citations
Computer Science · Materials Science · #Computational Drug Discovery Methods #Machine Learning in Materials Science #X-ray Diffraction in Crystallography
- Evaluating the Performance and Robustness of LLMs in Materials Science Q&A and Property Predictions
2024/09/22 by Hongchen Wang, Kangming Li, Wang, Hongchen +9 · 5 citations
Business, Management and Accounting · Decision Sciences · #Artificial Intelligence (cs.AI) #Big Data and Business Intelligence #Computation and Language (cs.CL) #Data Quality and Management #FOS: Computer and information sciences #FOS: Physical sciences #Machine Learning (cs.LG) #Materials Science (cond-mat.mtrl-sci)
- Accurate and efficient predictions of keyhole dynamics in laser materials processing using machine learning-aided simulations
2024/02/25 by Jiahui Zhang, Runbo Jiang, Zhang, Jiahui +24 · 1 citation
Computer Science · Engineering · #Computational Engineering #FOS: Computer and information sciences #FOS: Physical sciences #Finance #Gear and Bearing Dynamics Analysis #Materials Science (cond-mat.mtrl-sci) #Optical measurement and interference techniques #Structural Health Monitoring Techniques #and Science (cs.CE)