Amir Barati Farimani

ResearcherID Scopus Author ID ORCID

Publication Activity (10 Years)

Years Active: 2016-2024
Publications (10 Years): 42

Top Venues

Journal of chemical information and modeling

Journal of chemical theory and computation

Nano letters

ACS applied materials & interfaces

Carnegie Mellon University

University of Illinois at Urbana-Champaign (PHD)

This page only lists publications with an associated author ORCID identifier.

Affiliation History

Carnegie Mellon University Sep 15 2018

United States

Assistant Professor :: Mechanical Engineering

Stanford University Sep 30 2015 - Sep 11 2018

United States

Postdoctoral Fellow :: Chemistry

Education History

University of Illinois at Urbana-Champaign Sep 01 2010 - Aug 18 2015

United States

PHD :: Mechanical Science and Engineering

Tarbiat Modares University Sep 01 2005 - Sep 01 2008

Iran

MSC :: Mechanical and Aerospace

Ferdowsi University of Mashhad Sep 15 2000 - Sep 20 2005

Iran

BSC :: Mechanical Engineering

Publications

Omid Barati Farimani, Zhonglin Cao, Amir Barati Farimani
Fast Water Desalination with a Graphene-MoS 2 Nanoporous Heterostructure. ACS applied materials & interfaces 16 (22) (2024)
Seongwon Kim, Parisa Mollaei, Akshay Antony, Rishikesh Magar, Amir Barati Farimani
GPCR-BERT: Interpreting Sequential Design of G Protein-Coupled Receptors Using Protein Language Models. Journal of chemical information and modeling 64 (4) (2024)
Seongwon Kim, Parisa Mollaei, Akshay Antony, Rishikesh Magar, Amir Barati Farimani
GPCR-BERT: Interpreting Sequential Design of G Protein-Coupled Receptors Using Protein Language Models. Journal of chemical information and modeling 64 (4) (2024)
Omid Barati Farimani, Zhonglin Cao, Amir Barati Farimani
Fast Water Desalination with a Graphene-MoS 2 Nanoporous Heterostructure. ACS applied materials & interfaces 16 (22) (2024)
Janghoon Ock, Parisa Mollaei, Amir Barati Farimani
GradNav: Accelerated Exploration of Potential Energy Surfaces with Gradient-Based Navigation. Journal of chemical theory and computation (2024)
Zhonglin Cao, Omid Barati Farimani, Janghoon Ock, Amir Barati Farimani
Machine Learning in Membrane Design: From Property Prediction to AI-Guided Optimization. Nano letters (2024)
Janghoon Ock, Parisa Mollaei, Amir Barati Farimani
GradNav: Accelerated Exploration of Potential Energy Surfaces with Gradient-Based Navigation. Journal of chemical theory and computation 20 (10) (2024)
Hongshuo Huang, Rishikesh Magar, Amir Barati Farimani
Pretraining Strategies for Structure Agnostic Material Property Prediction. Journal of chemical information and modeling 64 (3) (2024)
Seongwon Kim, Parisa Mollaei, Akshay Antony, Rishikesh Magar, Amir Barati Farimani
GPCR-BERT: Interpreting Sequential Design of G Protein-Coupled Receptors Using Protein Language Models. Journal of chemical information and modeling 64 (4) (2024)
Hongshuo Huang, Rishikesh Magar, Amir Barati Farimani
Pretraining Strategies for Structure Agnostic Material Property Prediction. Journal of chemical information and modeling 64 (3) (2024)
Zhonglin Cao, Omid Barati Farimani, Janghoon Ock, Amir Barati Farimani
Machine Learning in Membrane Design: From Property Prediction to AI-Guided Optimization. Nano letters 24 (10) (2024)
Seongwon Kim, Parisa Mollaei, Akshay Antony, Rishikesh Magar, Amir Barati Farimani
GPCR-BERT: Interpreting Sequential Design of G Protein-Coupled Receptors Using Protein Language Models. Journal of chemical information and modeling 64 (4) (2024)
Seongwon Kim, Parisa Mollaei, Akshay Antony, Rishikesh Magar, Amir Barati Farimani
GPCR-BERT: Interpreting Sequential Design of G Protein-Coupled Receptors Using Protein Language Models. Journal of chemical information and modeling 64 (4) (2024)
Janghoon Ock, Parisa Mollaei, Amir Barati Farimani
GradNav: Accelerated Exploration of Potential Energy Surfaces with Gradient-Based Navigation. Journal of chemical theory and computation 20 (10) (2024)
Janghoon Ock, Parisa Mollaei, Amir Barati Farimani
GradNav: Accelerated Exploration of Potential Energy Surfaces with Gradient-Based Navigation. Journal of chemical theory and computation 20 (10) (2024)
Omid Barati Farimani, Zhonglin Cao, Amir Barati Farimani
Fast Water Desalination with a Graphene-MoS 2 Nanoporous Heterostructure. ACS applied materials & interfaces (2024)
Hongshuo Huang, Rishikesh Magar, Amir Barati Farimani
Pretraining Strategies for Structure Agnostic Material Property Prediction. Journal of chemical information and modeling 64 (3) (2024)
Seongwon Kim, Parisa Mollaei, Akshay Antony, Rishikesh Magar, Amir Barati Farimani
GPCR-BERT: Interpreting Sequential Design of G Protein-Coupled Receptors Using Protein Language Models. Journal of chemical information and modeling (2024)
Hongshuo Huang, Rishikesh Magar, Amir Barati Farimani
Pretraining Strategies for Structure Agnostic Material Property Prediction. Journal of chemical information and modeling 64 (3) (2024)
Zhonglin Cao, Omid Barati Farimani, Janghoon Ock, Amir Barati Farimani
Machine Learning in Membrane Design: From Property Prediction to AI-Guided Optimization. Nano letters 24 (10) (2024)
Hongshuo Huang, Rishikesh Magar, Amir Barati Farimani
Pretraining Strategies for Structure Agnostic Material Property Prediction. Journal of chemical information and modeling 64 (3) (2024)
Hongshuo Huang, Rishikesh Magar, Amir Barati Farimani
Pretraining Strategies for Structure Agnostic Material Property Prediction. Journal of chemical information and modeling (2024)
Omid Barati Farimani, Zhonglin Cao, Amir Barati Farimani
Fast Water Desalination with a Graphene-MoS 2 Nanoporous Heterostructure. ACS applied materials & interfaces 16 (22) (2024)
Hongshuo Huang, Rishikesh Magar, Amir Barati Farimani
Pretraining Strategies for Structure Agnostic Material Property Prediction. Journal of chemical information and modeling 64 (3) (2024)
Zhonglin Cao, Omid Barati Farimani, Janghoon Ock, Amir Barati Farimani
Machine Learning in Membrane Design: From Property Prediction to AI-Guided Optimization. Nano letters 24 (10) (2024)
Parisa Mollaei, Amir Barati Farimani
Activity Map and Transition Pathways of G Protein-Coupled Receptor Revealed by Machine Learning. Journal of chemical information and modeling (2023)
Zhonglin Cao, Rishikesh Magar, Yuyang Wang, Amir Barati Farimani
MOFormer: Self-Supervised Transformer Model for Metal-Organic Framework Property Prediction. Journal of the American Chemical Society (2023)
Yuyang Wang, Changwen Xu, Zijie Li, Amir Barati Farimani
Denoise Pretraining on Nonequilibrium Molecules for Accurate and Transferable Neural Potentials. Journal of chemical theory and computation (2023)
Chakradhar Guntuboina, Adrita Das, Parisa Mollaei, Seongwon Kim, Amir Barati Farimani
PeptideBERT: A Language Model Based on Transformers for Peptide Property Prediction. The journal of physical chemistry letters (2023)
Parisa Mollaei, Amir Barati Farimani
Unveiling Switching Function of Amino Acids in Proteins Using a Machine Learning Approach. Journal of chemical theory and computation (2023)
Zhonglin Cao, Rishikesh Magar, Yuyang Wang, Amir Barati Farimani
MOFormer: Self-Supervised Transformer Model for Metal-Organic Framework Property Prediction. Journal of the American Chemical Society 145 (5) (2023)
Prakarsh Yadav, Amir Barati Farimani
Activation Pathways of Neurotensin Receptor 1 Elucidated Using Statistical Machine Learning. ACS chemical neuroscience 13 (8) (2022)
Zhonglin Cao, Prakarsh Yadav, Amir Barati Farimani
Which 2D Material is Better for DNA Detection: Graphene, MoS<sub>2</sub>, or MXene? Nano letters 22 (19) (2022)
Yuyang Wang, Rishikesh Magar, Chen Liang, Amir Barati Farimani
Improving Molecular Contrastive Learning via Faulty Negative Mitigation and Decomposed Fragment Contrast. Journal of chemical information and modeling 62 (11) (2022)
Zhonglin Cao, Amir Barati Farimani
The diffusion mechanism of water in conductive metal-organic frameworks. Physical chemistry chemical physics : PCCP 24 (40) (2022)
Zhonglin Cao, Greta Markey, Amir Barati Farimani
Ozark Graphene Nanopore for Efficient Water Desalination. The journal of physical chemistry. B 125 (40) (2021)
Paraskevi Gkeka, Gabriel Stoltz, Amir Barati Farimani, Zineb Belkacemi, Michele Ceriotti, John D Chodera, Aaron R Dinner, Andrew L Ferguson, Jean-Bernard Maillet, Hervé Minoux, Christine Peter, Fabio Pietrucci, Ana Silveira, Alexandre Tkatchenko, Zofia Trstanova, Rafal Wiewiora, Tony Lelièvre
Machine Learning Force Fields and Coarse-Grained Variables in Molecular Dynamics: Application to Materials and Biological Systems. Journal of chemical theory and computation 16 (8) (2020)
Zhonglin Cao, Vincent Liu, Amir Barati Farimani
Water Desalination with Two-Dimensional Metal-Organic Framework Membranes. Nano letters 19 (12) (2019)
Amir Barati Farimani, Mohammad Heiranian, Kyoungmin Min, Narayana R Aluru
Antibody Subclass Detection Using Graphene Nanopores. The journal of physical chemistry letters 8 (7) (2017)
Yoon Kyeung Lee, Ki Jun Yu, Enming Song, Amir Barati Farimani, Flavia Vitale, Zhaoqian Xie, Younghee Yoon, Yerim Kim, Andrew Richardson, Haiwen Luan, Yixin Wu, Xu Xie, Timothy H Lucas, Kaitlyn Crawford, YongFeng Mei, Xue Feng, Yonggang Huang, Brian Litt, Narayana R Aluru, Lan Yin, John A Rogers
Dissolution of Monocrystalline Silicon Nanomembranes and Their Use as Encapsulation Layers and Electrical Interfaces in Water-Soluble Electronics. ACS nano 11 (12) (2017)
Franklin Langlang Lee, Amir Barati Farimani, Kevin L Gu, Hongping Yan, Michael F Toney, Zhenan Bao, Vijay S Pande
Solution-Phase Conformation and Dynamics of Conjugated Isoindigo-Based Donor-Acceptor Polymer Single Chains. The journal of physical chemistry letters 8 (22) (2017)
Amir Barati Farimani, Payam Dibaeinia, Narayana R Aluru
DNA Origami-Graphene Hybrid Nanopore for DNA Detection. ACS applied materials & interfaces 9 (1) (2016)

Amir Barati Farimani.css-eqlu8i{font-size:small;padding-left:4px;}

Publication Activity (10 Years)

Top Topics

Top Venues

Amir Barati Farimani