Shang Zhu
- Reflections from the 2024 Large Language Model (LLM) Hackathon for Applications in Materials Science and Chemistry
2024/11/20 by Yoel Zimmermann, Adib Bazgir, Zimmermann, Yoel +298 · 3 voices · 7 citations
Engineering · #Biomedical and Engineering Education
- 34 Examples of LLM Applications in Materials Science and Chemistry: Towards Automation, Assistants, Agents, and Accelerated Scientific Discovery
2025/05/05 by Yoel Zimmermann, Zimmermann, Yoel, Adib Bazgir +74 · 2 voices · 2 citations
Materials Science · Medicine · Engineering · #Machine Learning in Materials Science #Artificial Intelligence in Healthcare and Education #Biomedical and Engineering Education
- Intelligence per Watt: Measuring Intelligence Efficiency of Local AI
2025/11/11 by Jon Saad-Falcon, Avanika Narayan, Saad-Falcon, Jon +27 · 7 voices · 4 citations
#cs.DC #cs.AI #cs.CL #cs.LG
- AutoMat: Accelerated Computational Electrochemical systems Discovery
2020/11/03 by Emil Annevelink, Rachel C. Kurchin, Annevelink, Emil +37 · 2 citations
Energy · Engineering · Materials Science · #Electrocatalysts for Energy Conversion #FOS: Computer and information sciences #FOS: Physical sciences #Fuel Cells and Related Materials #Machine Learning (cs.LG) #Machine Learning in Materials Science #Materials Science (cond-mat.mtrl-sci)
- Rethinking Inference-Time Scaling: Efficiency Limits and Linguistic Signals
2025/04/18 by Junlin Wang, Shang Zhu, Wang, Junlin +17 · 14 citations
Computer Science · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #cs.AI
- Differentiable Modeling and Optimization of Battery Electrolyte Mixtures Using Geometric Deep Learning
2023/10/03 by Shang Zhu, Zhu, Shang, Bharath Ramsundar +13 · 1 citation
Materials Science · Engineering · #Machine Learning in Materials Science #Fuel Cells and Related Materials #Advanced Battery Technologies Research
- Improving Model Alignment Through Collective Intelligence of Open-Source LLMS
2025/05/05 by Junlin Wang, Roy Xie, Wang, Junlin +15 · 3 citations
Business, Management and Accounting · Computer Science · #Business Process Modeling and Analysis #Computation and Language (cs.CL) #FOS: Computer and information sciences #Semantic Web and Ontologies #Service-Oriented Architecture and Web Services