Janghoon Ock

4PUBLICATIONS
8CO-AUTHORS
Natural language processingComputational modelling and simulation in earth sciencesMedical devicesTheoretical quantum chemistry
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Publications (4)

|Feb 09, 2026
Large Language Model Agent for Modular Task Execution in Drug Discovery.

Janghoon Ock, Radheesh Sharma Meda, Srivathsan Badrinarayanan

|May 10, 2024
GradNav: Accelerated Exploration of Potential Energy Surfaces with Gradient-Based Navigation.

Janghoon Ock, Parisa Mollaei, Amir Barati Farimani

|Mar 04, 2024
Machine Learning in Membrane Design: From Property Prediction to AI-Guided Optimization.

Zhonglin Cao, Omid Barati Farimani, Janghoon Ock

|Jun 01, 2023
Beyond independent error assumptions in large GNN atomistic models.

Janghoon Ock, Tian Tian, John Kitchin

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Frequent Collaborators

3 joint publications

Amir Barati Farimani

1 joint publications

Tian Tian

1 joint publications

John Kitchin

1 joint publications

Zachary Ulissi