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Janghoon Ock

Assistant Professor

University of Nebraska - Lincoln

United States

Research Interests

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Articles (10)

Year:

2026

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2026

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2026

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2026

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2025

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2024

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2024

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2024

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2023

Year:

2023

Collaborators (3)

Tian Tian

Assistant Professor

University of Alberta

CANADA

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John Kitchin

Professor

Carnegie Mellon University

UNITED STATES

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Amir Barati Farimani

Assistant Professor

Carnegie Mellon University

UNITED STATES

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Janghoon Ock

Research Interests

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Articles (10)

Text to band gap: Pre-trained language models as encoders for semiconductor band gap prediction

Modular large language model agents for multi-task computational materials science

Large Language Model Agent for Modular Task Execution in Drug Discovery

Adsorb-Agent: autonomous identification of stable adsorption configurations via a large language model agent

LLM-guided chemical process optimization with a multi-agent approach

GradNav: Accelerated Exploration of Potential Energy Surfaces with Gradient-Based Navigation

Machine Learning in Membrane Design: From Property Prediction to AI-Guided Optimization

Multimodal language and graph learning of adsorption configuration in catalysis

Beyond independent error assumptions in large GNN atomistic models

Catalyst Energy Prediction with CatBERTa: Unveiling Feature Exploration Strategies through Large Language Models

Collaborators (3)

Tian Tian

John Kitchin

Amir Barati Farimani

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