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Janghoon Ock — most-cited papers & profile · AI for Science
← authors
·
overview
Janghoon Ock
8
papers ·
27
citations ·
6
h-index
University of Nebraska–Lincoln · Carnegie Mellon University
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Most-cited papers
Beyond Independent Error Assumptions in Large GNN Atomistic Models
2023 · 11 citations
Explainable Data-driven Modeling of Adsorption Energy in Heterogeneous Catalysis
2024 · 7 citations
GradNav: Accelerated Exploration of Potential Energy Surfaces with Gradient-Based Navigation
2024 · 5 citations
Large Language Model Agent for Modular Task Execution in Drug Discovery
2025 · 3 citations
Catalyst Property Prediction with CatBERTa: Unveiling Feature Exploration Strategies through Large Language Models
2023 · 1 citations
Meta-Learning for Cross-Task Generalization in Protein Mutation Property Prediction
2025
Beyond Force Metrics: Pre-Training MLFFs for Stable MD Simulations
2025
Top co-authors
Amir Barati Farimani
· 4
Srivathsan Badrinarayanan
· 2
Achuth Chandrasekhar
· 1
Adeesh Kolluru
· 1
Alan Pham
· 1
Amir Barati Farimani
· 1
and Amir Barati Farimani
· 1
and John R. Kitchin
· 1
Chakradhar Guntuboina
· 1
John Kitchin
· 1
Neha S. Aluru
· 1
Parisa Mollaei
· 1
Topics
Chemistry
Materials
Protein Science
Drug Discovery
Medical AI
Genomics
Math & Equations