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ArticlesPeer ReviewedFull Text
Molecular contrastive learning of representations via graph neural networks
Author / Creator:Wang, Yuyang ; Wang, Jianren ; Cao, Zhonglin ; Barati Farimani, Amir
Publisher:London: Nature Publishing Group UK
Journal title:Nature machine intelligence, 2022-03, Vol.4 (3), p.279-287
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ArticlesPeer ReviewedFull Text
Potential neutralizing antibodies discovered for novel corona virus using machine learning
Author / Creator:Magar, Rishikesh ; Yadav, Prakarsh ; Barati Farimani, Amir
Publisher:London: Nature Publishing Group UK
Journal title:Scientific reports, 2021-03, Vol.11 (1), p.5261-5261, Article 5261
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ArticlesPeer ReviewedFull Text
Forecasting COVID-19 new cases using deep learning methods
Author / Creator:Xu, Lu ; Magar, Rishikesh ; Farimani, Amir Barati
Publisher:United States: Elsevier Ltd
Journal title:Computers in biology and medicine, 2022-05, Vol.144, p.105342-105342, Article 105342
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ArticlesPeer ReviewedFull Text
Understanding mutation hotspots for the SARS-CoV-2 spike protein using Shannon Entropy and K-means clustering
Author / Creator:Mullick, Baishali ; Magar, Rishikesh ; Jhunjhunwala, Aastha ; Barati Farimani, Amir
Publisher:United States: Elsevier Ltd
Journal title:Computers in biology and medicine, 2021-11, Vol.138, p.104915-104915, Article 104915
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ArticlesPeer ReviewedFull Text
Adaptive grey wolf optimizer
Author / Creator:Meidani, Kazem ; Hemmasian, AmirPouya ; Mirjalili, Seyedali ; Barati Farimani, Amir
Publisher:London: Springer London
Journal title:Neural computing & applications, 2022-05, Vol.34 (10), p.7711-7731
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ArticlesPeer ReviewedFull Text
TransPolymer: a Transformer-based language model for polymer property predictions
Author / Creator:Xu, Changwen ; Wang, Yuyang ; Barati Farimani, Amir
Publisher:London: Nature Publishing Group UK
Journal title:npj computational materials, 2023-04, Vol.9 (1), p.64-14, Article 64
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ArticlesPeer ReviewedFull Text
Deep learning of material transport in complex neurite networks
Author / Creator:Li, Angran ; Barati Farimani, Amir ; Zhang, Yongjie Jessica
Publisher:London: Nature Publishing Group UK
Journal title:Scientific reports, 2021-05, Vol.11 (1), p.11280-11280, Article 11280
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ArticlesPeer ReviewedFull Text
Reaction diffusion system prediction based on convolutional neural network
Author / Creator:Li, Angran ; Chen, Ruijia ; Farimani, Amir Barati ; Zhang, Yongjie Jessica
Publisher:London: Nature Publishing Group UK
Journal title:Scientific reports, 2020-03, Vol.10 (1), p.3894-3894, Article 3894
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ArticlesPeer ReviewedFull Text
Airfoil GAN: encoding and synthesizing airfoils for aerodynamic shape optimization
Author / Creator:Wang, Yuyang ; Shimada, Kenji ; Barati Farimani, Amir
Publisher:Oxford: Oxford University Press
Journal title:Journal of Computational Design and Engineering , 2023, 10(4), , pp.1350-1362
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ArticlesPeer ReviewedFull Text
Efficient water desalination with graphene nanopores obtained using artificial intelligence
Author / Creator:Wang, Yuyang ; Cao, Zhonglin ; Barati Farimani, Amir
Publisher:London: Nature Publishing Group UK
Journal title:NPJ 2D materials and applications, 2021-07, Vol.5 (1), p.1-9, Article 66
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ArticlesPeer ReviewedFull Text
Crystal twins: self-supervised learning for crystalline material property prediction
Author / Creator:Magar, Rishikesh ; Wang, Yuyang ; Barati Farimani, Amir
Publisher:London: Nature Publishing Group UK
Journal title:npj computational materials, 2022-11, Vol.8 (1), p.1-8, Article 231
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ArticlesPeer ReviewedFull Text
Identification of amino acids with sensitive nanoporous MoS2: towards machine learning-based prediction
Author / Creator:Barati Farimani, Amir ; Heiranian, Mohammad ; Aluru, Narayana R.
Publisher:London: Nature Publishing Group UK
Journal title:NPJ 2D materials and applications, 2018-05, Vol.2 (1), Article 14
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ArticlesPeer ReviewedFull Text
Deep reinforcement learning for predicting kinetic pathways to surface reconstruction in a ternary alloy
Author / Creator:Yoon, Junwoong ; Cao, Zhonglin ; Raju, Rajesh K ; Wang, Yuyang ; Burnley, Robert ; Gellman, Andrew J ; Barati Farimani, Amir ; Ulissi, Zachary W
Publisher:Bristol: IOP Publishing
Journal title:Machine learning: science and technology, 2021-12, Vol.2 (4), p.45018
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ArticlesPeer ReviewedFull Text
Dominant motion identification of multi-particle system using deep learning from video
Author / Creator:Jadhav, Yayati ; Barati Farimani, Amir
Publisher:London: Springer London
Journal title:Neural computing & applications, 2022-10, Vol.34 (20), p.18183-18193
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ArticlesPeer ReviewedFull Text
Graph convolutional networks applied to unstructured flow field data
Author / Creator:Ogoke, Francis ; Meidani, Kazem ; Hashemi, Amirreza ; Farimani, Amir Barati
Publisher:Bristol: IOP Publishing
Journal title:Machine learning: science and technology, 2021-12, Vol.2 (4), p.45020
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ArticlesPeer ReviewedFull Text
Physics informed token transformer for solving partial differential equations
Author / Creator:Lorsung, Cooper ; Li, Zijie ; Barati Farimani, Amir
Publisher:Bristol: IOP Publishing
Journal title:Machine learning: science and technology, 2024-03, Vol.5 (1), p.15032
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ArticlesPeer ReviewedFull Text
AugLiChem: data augmentation library of chemical structures for machine learning
Author / Creator:Magar, Rishikesh ; Wang, Yuyang ; Lorsung, Cooper ; Liang, Chen ; Ramasubramanian, Hariharan ; Li, Peiyuan ; Barati Farimani, Amir
Publisher:Bristol: IOP Publishing
Journal title:Machine learning: science and technology, 2022-12, Vol.3 (4), p.45015
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ArticlesPeer ReviewedFull Text
Isolating Specific vs. Non-Specific Binding Responses in Conducting Polymer Biosensors for Bio-Fingerprinting
Author / Creator:Smith, Phil M. ; Sutradhar, Indorica ; Telmer, Maxwell ; Magar, Rishikesh ; Farimani, Amir Barati ; Reeja-Jayan, B.
Publisher:Basel: MDPI AG
Journal title:Sensors (Basel, Switzerland), 2021-09, Vol.21 (19), p.6335
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ArticlesFull Text
Multi-scale Time-stepping of Partial Differential Equations with Transformers
Author / Creator:Hemmasian, AmirPouya ; Amir Barati Farimani
Publisher:Ithaca: Cornell University Library, arXiv.org
Journal title:arXiv.org, 2023-11
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ArticlesFull Text
Airfoil GAN: Encoding and Synthesizing Airfoils for Aerodynamic Shape Optimization
Author / Creator:Wang, Yuyang ; Shimada, Kenji ; Amir Barati Farimani
Publisher:Ithaca: Cornell University Library, arXiv.org
Journal title:arXiv.org, 2023-07
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Molecular contrastive learning of representations via graph neural networks

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Potential neutralizing antibodies discovered for novel corona virus using machine learning

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Forecasting COVID-19 new cases using deep learning methods

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Understanding mutation hotspots for the SARS-CoV-2 spike protein using Shannon Entropy and K-means clustering

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Adaptive grey wolf optimizer

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TransPolymer: a Transformer-based language model for polymer property predictions

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Deep learning of material transport in complex neurite networks

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Reaction diffusion system prediction based on convolutional neural network

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Airfoil GAN: encoding and synthesizing airfoils for aerodynamic shape optimization

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Efficient water desalination with graphene nanopores obtained using artificial intelligence

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Crystal twins: self-supervised learning for crystalline material property prediction

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Identification of amino acids with sensitive nanoporous MoS2: towards machine learning-based prediction

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Deep reinforcement learning for predicting kinetic pathways to surface reconstruction in a ternary alloy

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Dominant motion identification of multi-particle system using deep learning from video

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Graph convolutional networks applied to unstructured flow field data

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Physics informed token transformer for solving partial differential equations

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AugLiChem: data augmentation library of chemical structures for machine learning

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Isolating Specific vs. Non-Specific Binding Responses in Conducting Polymer Biosensors for Bio-Fingerprinting

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Multi-scale Time-stepping of Partial Differential Equations with Transformers

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Airfoil GAN: Encoding and Synthesizing Airfoils for Aerodynamic Shape Optimization

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