Jiawei Zhan
- Pruning Deep Neural Networks from a Sparsity Perspective
2023/02/11 by Enmao Diao, Ganghua Wang, Diao, Enmao +9 · 5 citations
Computer Science · #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning and ELM #Neural Networks and Applications #Neural Networks and Reservoir Computing
- Data-driven parametrization of molecular mechanics force fields for expansive chemical space coverage
2024/12/30 by Tianze Zheng, Ailun Wang, Xu Han +9 · 1 voice · 2 citations
Materials Science · Biochemistry, Genetics and Molecular Biology · Computer Science · #Machine Learning in Materials Science #Protein Structure and Dynamics #Computational Drug Discovery Methods
- Data-Driven Parametrization of Molecular Mechanics Force Fields for Expansive Chemical Space Coverage
2024/08/23 by Tianze Zheng, Zheng, Tianze, Ailun Wang +21 · 2 citations
Chemical Engineering · Chemistry · Materials Science · #Advanced Polymer Synthesis and Characterization #Catalysis and Oxidation Reactions #Chemical Physics (physics.chem-ph) #FOS: Computer and information sciences #FOS: Physical sciences #Machine Learning (cs.LG) #Machine Learning in Materials Science
- Dielectric-Dependent Range-Separated Hybrid Functional Calculations for Metal Oxides
2025/02/18 by Jiawei Zhan, Marco Govoni, Zhan, Jiawei +3 · 2 citations
Computer Science · Mathematics · Physics and Astronomy · #Electromagnetic Scattering and Analysis #FOS: Physical sciences #Materials Science (cond-mat.mtrl-sci) #Matrix Theory and Algorithms #Numerical methods in inverse problems