Janghoon Ock
Scholar

Janghoon Ock

Google Scholar ID: 93876JkAAAAJ
Assistant Professor, University of Nebraska-Lincoln
Computational CatalysisMaterial DiscoveryAI4Science
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Citations & Impact
All-time
Citations
156
 
H-index
5
 
i10-index
4
 
Publications
20
 
Co-authors
7
list available
Contact
No contact links provided.
Publications
8 items
Catalyst-Agent: Autonomous heterogeneous catalyst screening and optimization with an LLM Agent
2026
Cited
0
Meta-Learning for Cross-Task Generalization in Protein Mutation Property Prediction
2025
Cited
0
Large Language Model Agent for Modular Task Execution in Drug Discovery
bioRxiv · 2025
Cited
1
LLM-guided Chemical Process Optimization with a Multi-Agent Approach
2025
Cited
0
Beyond Force Metrics: Pre-Training MLFFs for Stable MD Simulations
2025
Cited
0
NANOGPT: A Query-Driven Large Language Model Retrieval-Augmented Generation System for Nanotechnology Research
2025
Cited
0
Text to Band Gap: Pre-trained Language Models as Encoders for Semiconductor Band Gap Prediction
2025
Cited
0
Adsorb-Agent: Autonomous Identification of Stable Adsorption Configurations via Large Language Model Agent
arXiv.org · 2024
Cited
1
Resume (English only)
Co-authors
7 total
Amir Barati Farimani
Amir Barati Farimani
Russell V. Trader Associate Professor at Carnegie Mellon University
Co-author 2
Co-author 2
Co-author 3
Co-author 3
Zhonglin Cao
Zhonglin Cao
Nvidia
John Kitchin
John Kitchin
Carnegie Mellon University
Zachary W. Ulissi
Zachary W. Ulissi
Meta Fundamental AI Research, Adjunct Professor CMU ChemE
Co-author 7
Co-author 7