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J

Janghoon Ock

carnegie mellon university

5H指数
22论文数
187被引数
收录论文 9
发表时间
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Modular large language model agents for multi-task computational materials science模块化大型语言模型代理在多任务计算材料科学中的应用
errCommunications Materials
IF9.6
err2026-03-26
err0
errOAAI
errAkshat Chaudhari; Janghoon Ock; Amir Barati Farimani
err分享
err收藏
Large Language Model Agent for Modular Task Execution in Drug Discovery用于药物发现中模块化任务执行的大型语言模型代理
errJournal of Chemical Information and Modeling
IF5.3
err2026-02-01
err0
errOAAI
errOck, Janghoon; Meda, Radheesh Sharma; Badrinarayanan, Srivathsan; Aluru, Neha S.; Chandrasekhar, Achuth; Barati Farimani, Amir
err分享
err收藏
Adsorb-Agent: Autonomous Identification of Stable Adsorption Configurations via Large Language Model AgentAdsorb-Agent：基于大型语言模型代理自主识别稳定吸附构型
errDigital Discovery
IF5.6
err2025-12-20
err0
errOAAI
errJanghoon Ock; Radheesh Sharma Meda; Tirtha Vinchurkar; Yayati Jadhav; Amir Barati Farimani
err分享
err收藏
LLM-guided chemical process optimization with a multi-agent approach基于多智能体方法的LLM引导的化学工艺优化
errMachine Learning: Science and Technology
IF0
err2025-12-15
err0
errOAAI
errTong Zeng; Srivathsan Badrinarayanan; Janghoon Ock; Cheng-Kai Lai; Amir Barati Farimani
err分享
err收藏
Multimodal language and graph learning of adsorption configuration in catalysis催化中吸附构型的多模态语言和图形学习
errNATURE MACHINE INTELLIGENCE
IF23.9
err2024-11-27
err1
PREAI
errOck, Janghoon; Badrinarayanan, Srivathsan; Magar, Rishikesh; Antony, Akshay; Farimani, Amir Barati
err分享
err收藏
GradNav: Accelerated Exploration of Potential Energy Surfaces with Gradient-Based Navigation
errJOURNAL OF CHEMICAL THEORY AND COMPUTATION
IF5.5
err2024-05-10
err1
errOAAI
errOck, Janghoon; Mollaei, Parisa; Barati Farimani, Amir
err分享
err收藏
Machine Learning in Membrane Design: From Property Prediction to AI-Guided Optimization膜设计中的机器学习: 从属性预测到AI引导的优化
errNANO LETTERS
IF9.1
err2024-03-04
err11
errOAAI
errCao, Zhonglin; Farimani, Omid Barati; Ock, Janghoon; Farimani, Amir Barati
err分享
err收藏
Catalyst Energy Prediction with CatBERTa: Unveiling Feature Exploration Strategies through Large Language ModelsCatBERTa的Catalyst能源预测: 通过大型语言模型揭示功能探索策略
errACS CATALYSIS
IF13.1
err2023-11-30
err11
errOAAI
errOck, Janghoon; Guntuboina, Chakradhar; Farimani, Amir Barati
err分享
err收藏
Beyond independent error assumptions in large GNN atomistic models
errJOURNAL OF CHEMICAL PHYSICS
IF3.1
err2023-06-01
err8
errOAAI
errOck, Janghoon; Tian, Tian; Kitchin, John; Ulissi, Zachary
err分享
err收藏

研究方向

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合作学者
合作期刊
A
Amir Barati Farimani
H 指数: 48 · 论文数: 336
J
John R. Kitchin
H 指数: 45 · 论文数: 252
T
Tian Tian
H 指数: 38 · 论文数: 209
Z
Zachary W. Ulissi
H 指数: 36 · 论文数: 149
Z
Zhonglin Cao
H 指数: 21 · 论文数: 55
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