Guobin Zhao

CoRE MOF DB: A curated experimental metal-organic framework database with machine-learned properties for integrated material-process screening

Guobin Zhao, Logan M. Brabson, Saumil Chheda et al. · Matter · 2025 · 75 citations

Natural Sciences, Materials Engineering, Materials Science +15

PACMAN: A Robust Partial Atomic Charge Predicter for Nanoporous Materials Based on Crystal Graph Convolution Networks

Guobin Zhao, Yongchul G. Chung · Journal of Chemical Theory and Computation · 2024 · 37 citations

Natural Sciences, Chemistry, Materials Science +17

Computational Exploration of Adsorption-Based Hydrogen Storage in Mg-Alkoxide Functionalized Covalent-Organic Frameworks (COFs): Force-Field and Machine Learning Models

Yu Chen, Guobin Zhao, Sunghyun Yoon et al. · ACS Applied Materials & Interfaces · 2024 · 19 citations

Natural Sciences, Materials Engineering, Materials Science +17

Leveraging Machine Learning To Predict the Atmospheric Lifetime and the Global Warming Potential of SF₆ Replacement Gases

Guobin Zhao, Haewon Kim, Changwon Yang et al. · The Journal of Physical Chemistry A · 2024 · 18 citations

Natural Sciences, Chemistry, Computer Science +11

One-pot synthesis Ni-Cu sulfide on Ni foam with novel three-dimensional prisms/spheres hierarchical structure for high-performance supercapacitors

Xianchao Xun, Yingchao Su, Jian Zhang et al. · Journal of Solid State Chemistry · 2019 · 14 citations

Natural Sciences, Materials Engineering, Materials Science +12