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Amir Barati Farimani

carnegie mellon university

48H指数
336论文数
8.7K被引数
收录论文 98
发表时间
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Accelerating Water Desalination Screening of 2D Membranes via Machine Learning Surrogates通过机器学习替代模型加速二维膜的水淡化筛选
errJournal of Physical Chemistry C
IF3.2
err2026-08-06
err0
PREAI
errOmid Barati Farimani; Amir Barati Farimani
err分享
err收藏
Polymer-Agent: Large Language Model Agent for Polymer Design聚合物智能体：用于聚合物设计的语言模型智能体
errJournal of Chemical Information and Modeling
IF5.3
err2026-04-28
err0
errOAAI
errVani Nigam; Achuth Chandrasekhar; Amir Barati Farimani
err分享
err收藏
PLATO: Planning with LLMs and Affordances for Tool ManipulationPLATO: 面向工具操作的LLMs与可用性规划
errJOURNAL OF INTELLIGENT & ROBOTIC SYSTEMS
IF2.8
err2026-04-11
err0
errOAAI
errArvind Car; Sai Yarlagadda; Alison Bartsch; Abraham George; Amir Barati Farimani
err分享
err收藏
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
Agentic additive manufacturing alloy evaluation智能增材制造合金评估
errAdditive Manufacturing Letters
IF4.7
err2026-01-09
err0
errOAAI
errPeter Pak; Achuth Chandrasekhar; Amir Barati Farimani
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
LLM-3D print: Large language models to monitor and control 3D printingLLM-3D打印：利用大型语言模型监控和控制3D打印
errAdditive Manufacturing
IF11.1
err2025-11-25
err0
errOAAI
errYayati Jadhav; Peter Pak; Amir Barati Farimani
err分享
err收藏
AggreBots: Configuring CiliaBots through guided; modular tissue aggregationAggreBots：通过引导式模块化组织聚集配置CiliaBots
errScience Advances
IF12.5
err2025-09-26
err0
errOAAI
errDhruv Bhattaram; Kian Golestan; Xuanshuo Zhang; Shihong Yang; Zhuowei Gong; Steven L. Brody; Amjad Horani; Victoria A. Webster-Wood; Amir Barati Farimani; Xi Ren
err分享
err收藏
Protein Structure–Function Relationship: A Kernel-PCA Approach for Reaction Coordinate Identification蛋白质结构-功能关系：一种基于核主成分分析的反应坐标识别方法
errJournal of Chemical Theory and Computation
IF5.5
err2025-07-14
err0
PREAI
errParisa Mollaei; Amir Barati Farimani
err分享
err收藏
AdditiveLLM: Large language models predict defects in metals additive manufacturingAdditiveLLM：大型语言模型预测金属增材制造中的缺陷
errAdditive Manufacturing Letters
IF4.7
err2025-06-11
err0
errOAAI
errPeter Pak; Amir Barati Farimani
err分享
err收藏
Predicting change, not states: An alternate framework for neural PDE surrogates预测变化而非状态：神经PDE代理模型的替代框架
errCOMPUTER METHODS IN APPLIED MECHANICS AND ENGINEERING
IF7.3
err2025-06-01
err0
errOAAI
errZhou, Anthony; Farimani, Amir Barati
err分享
err收藏
Latent neural PDE solver: A reduced-order modeling framework for partial differential equations
errJOURNAL OF COMPUTATIONAL PHYSICS
IF3.8
err2025-03-01
err0
errOAAI
errLi, Zijie; Patil, Saurabh; Ogoke, Francis; Shu, Dule; Zhen, Wilson; Schneier, Michael; Buchanan Jr, John R.; Farimani, Amir Barati
err分享
err收藏
Multi-Peptide: Multimodality Leveraged Language-Graph Learning of Peptide Properties
errJOURNAL OF CHEMICAL INFORMATION AND MODELING
IF5.3
err2024-12-19
err0
errOAAI
errBadrinarayanan, Srivathsan; Guntuboina, Chakradhar; Mollaei, Parisa; Farimani, Amir Barati
err分享
err收藏
Deep learning for melt pool depth contour prediction from surface thermal images via vision transformers
errADDITIVE MANUFACTURING LETTERS
IF4.7
err2024-12-01
err1
errOAAI
errOgoke, Francis; Pak, Peter; Myers, Alexander; Quirarte, Guadalupe; Beuth, Jack; Malen, Jonathan; Farimani, Amir Barati
err分享
err收藏
AMGPT: A large language model for contextual querying in additive manufacturingAMGPT: 增材制造中上下文查询的大型语言模型
errADDITIVE MANUFACTURING LETTERS
IF4.7
err2024-12-01
err0
errOAAI
errChandrasekhar, Achuth; Chan, Jonathan; Ogoke, Francis; Ajenifujah, Olabode; Farimani, Amir Barati
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
Inexpensive high fidelity melt pool models in additive manufacturing using generative deep diffusion使用生成式深扩散的增材制造中的廉价高保真熔池模型
errMATERIALS & DESIGN
IF7.9
err2024-09-01
err1
errOAAI
errOgoke, Francis; Liu, Quanliang; Ajenifujah, Olabode; Myers, Alexander; Quirarte, Guadalupe; Malen, Jonathan; Beuth, Jack; Farimani, Amir Barati
err分享
err收藏
AlloyBERT: Alloy property prediction with large language modelsAlloyBERT: 基于大语言模型的合金性能预测
errCOMPUTATIONAL MATERIALS SCIENCE
IF3.3
err2024-09-01
err0
errOAAI
errChaudhari, Akshat; Guntuboina, Chakradhar; Huang, Hongshuo; Farimani, Amir Barati
err分享
err收藏

研究方向

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合作学者
合作期刊
J
John A. Rogers
H 指数: 166 · 论文数: 1.1K
Yonggang Huang 封面图
Yonggang Huang (Yonggang Huang)
H 指数: 154 · 论文数: 700
S
Seyedali Mirjalili
H 指数: 132 · 论文数: 796
C
Chuyang Y. Tang
H 指数: 122 · 论文数: 461
K
Kristin A. Persson
H 指数: 111 · 论文数: 725
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