Janghoon Ock

According to our database, Janghoon Ock authored at least 6 papers between 2023 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of five.

2024

UniMat: Unifying Materials Embeddings through Multi-modal Learning.

Janghoon Ock, Joseph H. Montoya, Daniel Schweigert, Linda Hung, Santosh K. Suram, Weike Ye

CoRR, 2024

Adsorb-Agent: Autonomous Identification of Stable Adsorption Configurations via Large Language Model Agent.

Janghoon Ock, Tirtha Vinchurkar, Yayati Jadhav, Amir Barati Farimani

CoRR, 2024

Explainable Data-driven Modeling of Adsorption Energy in Heterogeneous Catalysis.

Tirtha Vinchurkar, Janghoon Ock, Amir Barati Farimani

CoRR, 2024

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

Janghoon Ock, Parisa Mollaei, Amir Barati Farimani

CoRR, 2024

Multimodal Language and Graph Learning of Adsorption Configuration in Catalysis.

Janghoon Ock, Rishikesh Magar, Akshay Antony, Amir Barati Farimani

CoRR, 2024

2023

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

Janghoon Ock, Chakradhar Guntuboina, Amir Barati Farimani

CoRR, 2023