Zheng, Zhiling
- Evaluating Large Language Models in Scientific Discovery
2025/12/17 by Zhangde Song, Jieyu Lu, Song, Zhangde +109 · 18 voices · 2 citations
Materials Science · Medicine · Social Sciences · #Machine Learning in Materials Science #Artificial Intelligence in Healthcare and Education #Computational and Text Analysis Methods
- Symmetry-Informed Geometric Representation for Molecules, Proteins, and Crystalline Materials
2023/06/15 by Liu, Shengchao, Du, Weitao, Li, Yanjing +10 · 3 citations
#Chemical Physics (physics.chem-ph) #FOS: Biological sciences #FOS: Computer and information sciences #FOS: Physical sciences #Machine Learning (cs.LG) #Quantitative Methods (q-bio.QM)
- System of Agentic AI for the Discovery of Metal-Organic Frameworks
2025/04/18 by Inizan, Theo Jaffrelot, Yang, Sherry, Kaplan, Aaron +12 · 3 citations
#Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #FOS: Physical sciences #Materials Science (cond-mat.mtrl-sci) #Multiagent Systems (cs.MA)
- Image and Data Mining in Reticular Chemistry Using GPT-4V
2023/12/09 by Zheng, Zhiling, He, Zhiguo, Khattab, Omar +5 · 1 citation
#Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Physical sciences #Information Retrieval (cs.IR) #Materials Science (cond-mat.mtrl-sci)
- The Rise of Generative AI for Metal-Organic Framework Design and Synthesis
2025/08/15 by Duan, Chenru, Nandy, Aditya, Pal, Shyam Chand +17 · 4 citations
#Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #FOS: Physical sciences #Materials Science (cond-mat.mtrl-sci)