GZ
Guobin Zhao
cs.AIcond-mat.mtrl-scibeam steeringcovalent-organic frameworkcs.LGhigh-throughput screeninghydrogen storagemachine learningmetal-alkoxide functionalizationoptical phased array
On Valency
published · living versionsW_tkn6sxt6·v1 · currentpublished
MOF-Sleuth: Tool-Grounded Reward Alignment for Explainable Fine-Grained MOF CIF Auditing
with Yu Liu, Zhiwei Yang, Diandian Guo, Kun Peng +5
1 version
W_eygxuqcm·v1published
Preprints & journals
13 papers in the corpus · 2023–2026Chemically Meaningful Textualization Enables Explainable Validation of Metal-Organic Frameworks by Large Language Models2608.11283v1 · Guobin Zhao, Xiao-Yan Li2026 · 0 citationsarXivon Valency
Stability-Aware Structural Cleaning of Metal–Organic Frameworks for Reliable Molecular Simulation and High-Throughput Screening10.26434/chemrxiv.15006593/v1 · Guobin Zhao, Kairui Liang, Xiao-Yan Li2026 · 0 citationsChemRxiv
A Multi-level Information Integration Framework for Physically Verifiable Fault Diagnosis of Rotating Machinery2607.22797v2 · Yuntong Chen, Jianyu Liu, Yingqi Li et al.2026 · 0 citationsarXiv
MOF-Sleuth: Tool-Grounded Reward Alignment for Explainable Fine-Grained MOF CIF Auditing2607.19935v1 · Yu Liu, Zhiwei Yang, Diandian Guo et al.2026 · 0 citationsarXivon Valency
A Master Isotherm Model Approach to Quantify Defects in UiO-66 from Nitrogen Adsorption Isotherms.41143960 · Chen, Yu, Zhao, Guobin, Lin, Li-Chiang et al.2025 · 2 citationsLangmuir : the ACS journal of surfaces and colloids. 2025;41(44):29851-29858
MOFClassifier: A Machine Learning Approach for Validating Computation-Ready Metal-Organic Frameworks.40787831 · Zhao, Guobin, Zhao, Pengyu, Chung, Yongchul G2025 · 17 citationsJournal of the American Chemical Society. 2025;147(37):33343-33349
Correction to "Leveraging Machine Learning To Predict the Atmospheric Lifetime and the Global Warming Potential of SF6 Replacement Gases".39788890 · Zhao, Guobin, Kim, Haewon, Yang, Changwon et al.2025 · 0 citationsThe journal of physical chemistry. A. 2025;129(3):814
CoRE MOF DB: a curated experimental metal-organic framework database with machine-learned properties for integrated material-process screening10.26434/chemrxiv-2024-nvmnr-v2 · Guobin Zhao, Logan Brabson, Saumil Chheda et al.2024 · 107 citationsChemRxiv
Computational Exploration of Adsorption-Based Hydrogen Storage in Mg-Alkoxide Functionalized Covalent-Organic Frameworks (COFs): Force-Field and Machine Learning Models.39475372 · Chen, Yu, Zhao, Guobin, Yoon, Sunghyun et al.2024 · 22 citationsACS applied materials & interfaces. 2024;16(45):61995-62009
Correction to "PACMAN: A Robust Partial Atomic Charge Predicter for Nanoporous Materials Based on Crystal Graph Convolution Networks".39127920 · Zhao, Guobin, Chung, Yongchul G2024 · 5 citationsJournal of chemical theory and computation. 2024
PACMAN: A Robust Partial Atomic Charge Predicter for Nanoporous Materials Based on Crystal Graph Convolution Networks.38822793 · Zhao, Guobin, Chung, Yongchul G2024 · 48 citationsJournal of chemical theory and computation. 2024;20(12):5368-5380
Leveraging Machine Learning To Predict the Atmospheric Lifetime and the Global Warming Potential of SF6 Replacement Gases.38484115 · Zhao, Guobin, Kim, Haewon, Yang, Changwon et al.2025 · 23 citationsThe journal of physical chemistry. A. 2024;128(12):2399-2408
Intensive and Efficient Design of a Two-dimensional 8 × 8 Silicon-Based Optical Phased Array Transceiver.38067769 · Zhang, Yaoyuan, Wang, Rui, Liu, Haibo et al.2026 · 5 citationsSensors (Basel, Switzerland). 2023;23(23)
Career total: 37 works. 13 are in this corpus.
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