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Scopus Author ID: 57205583431
Scopus Author ID: 57954111100

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Employment (1)

New York Structural Biology Center: New York, New York, US

2021-06-01 to present | Scientist (Simons Machine Learning Center)
Employment
Source: Self-asserted source
Alireza Nasiri

Education and qualifications (3)

University of South Carolina: Columbia, SC, US

2015-08-15 to 2021-05-15 | PhD (Department of Computer Science and Engineering)
Education
Source: Self-asserted source
Alireza Nasiri

Marmara University: Istanbul, TR

2012-08-30 to 2014-12-20 (Computer Engineering)
Education
Source: Self-asserted source
Alireza Nasiri

Isfahan University of Technology: Isfahan, Isfahan, IR

2005-09-20 to 2010-05-30 | Bachelor of Science (Department of Electrical and Computer Engineering)
Education
Source: Self-asserted source
Alireza Nasiri

Works (14)

NODE-SELECT: A graph neural network based on a selective propagation technique

Neurocomputing
2022 | Journal article
DOI: 10.1016/J.NEUCOM.2022.04.058
WOSUID: WOS:000800191800015
Contributors: Louis, Steph-Yves; Nasiri, Alireza; Rolland, Fatima J.; Mitro, Cameron; Hu, Jianjun
Source: check_circle
Web of Science Researcher Profile Sync

ACTIVE LEARNING BASED GENERATIVE DESIGN FOR DISCOVERY OF WIDE BAND GAP MATERIALS

ArXiv
2021 | Journal article
WOSUID: PPRN:11382655
Contributors: Xin, Rui; Siriwardane, Edirisuriya. M. D.; Song, Yuqi; Zhao, Yong; Louis, Steph-Yves; Nasiri, Alireza; Hu, Jianjun
Source: check_circle
Web of Science Researcher Profile Sync

Active-Learning-Based Generative Design for the Discovery of Wide-Band-Gap Materials

The Journal of Physical Chemistry C
2021 | Journal article
DOI: 10.1021/ACS.JPCC.1C02438
WOSUID: WOS:000680445800037
Contributors: Xin, Rui; Siriwardane, Edirisuriya M. D.; Song, Yuqi; Zhao, Yong; Louis, Steph-Yves; Nasiri, Alireza; Hu, Jianjun
Source: check_circle
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Deep learning pan-specific model for interpretable MHC-I peptide binding prediction with improved attention mechanism

Proteins: Structure, Function and Bioinformatics
2021 | Journal article
DOI: 10.1002/prot.26065
EID:

2-s2.0-85102648114

Part of ISSN: 10970134 08873585
Contributors: Jin, J.; Liu, Z.; Nasiri, A.; Cui, Y.; Louis, S.-Y.; Zhang, A.; Zhao, Y.; Hu, J.
Source: Self-asserted source
Alireza Nasiri via Scopus - Elsevier
grade
Preferred source (of 2)‎

DeepSeqPanII: an interpretable recurrent neural network model with attention mechanism for peptide-HLA class II binding prediction

IEEE/ACM Transactions on Computational Biology and Bioinformatics
2021 | Journal article
DOI: 10.1109/TCBB.2021.3074927
EID:

2-s2.0-85104638723

Part of ISSN: 15579964 15455963
Contributors: Liu, Z.; Jin, J.; Cui, Y.; Xiong, Z.; Nasiri, A.; Zhao, Y.; Hu, J.
Source: Self-asserted source
Alireza Nasiri via Scopus - Elsevier
grade
Preferred source (of 3)‎

High-Throughput Discovery of Novel Cubic Crystal Materials Using Deep Generative Neural Networks

Advanced Science
2021 | Journal article
DOI: 10.1002/ADVS.202100566
WOSUID: WOS:000681386000001
Contributors: Zhao, Yong; Al-Fahdi, Mohammed; Hu, Ming; Siriwardane, Edirisuriya M. D.; Song, Yuqi; Nasiri, Alireza; Hu, Jianjun
Source: check_circle
Web of Science Researcher Profile Sync

NODE-SELECT: A Graph Neural Network Based On A Selective Propagation Technique

ArXiv
2021 | Journal article
WOSUID: PPRN:13095013
Contributors: Louis, Steph-Yves; Nasiri, Alireza; Rolland, Fatima J.; Mitro, Cameron; Hu, Jianjun; Hu, Jianjun
Source: check_circle
Web of Science Researcher Profile Sync

SoundCLR: Contrastive Learning of Representations For Improved Environmental Sound Classification

ArXiv
2021 | Journal article
WOSUID: PPRN:12937862
Contributors: Nasiri, Alireza; Hu, Jianjun; Hu, Jianjun
Source: check_circle
Web of Science Researcher Profile Sync

Graph convolutional neural networks with global attention for improved materials property prediction

Physical Chemistry Chemical Physics
2020 | Journal article
DOI: 10.1039/d0cp01474e
EID:

2-s2.0-85089922840

Part of ISSN: 14639076
Contributors: Louis, S.-Y.; Zhao, Y.; Nasiri, A.; Wang, X.; Song, Y.; Liu, F.; Hu, J.
Source: Self-asserted source
Alireza Nasiri via Scopus - Elsevier
grade
Preferred source (of 2)‎

Machine Learning based prediction of noncentrosymmetric crystal materials

Computational Materials Science
2020 | Journal article
DOI: 10.1016/j.commatsci.2020.109792
EID:

2-s2.0-85085566784

Part of ISSN: 09270256
Contributors: Song, Y.; Lindsay, J.; Zhao, Y.; Nasiri, A.; Louis, S.-Y.; Ling, J.; Hu, M.; Hu, J.
Source: Self-asserted source
Alireza Nasiri via Scopus - Elsevier
grade
Preferred source (of 2)‎

Remaining Useful Strength (RUS) Prediction of SiCf-SiCm Composite Materials Using Deep Learning and Acoustic Emission

Applied Sciences
2020-04-13 | Journal article
DOI: 10.3390/app10082680
Contributors: Steph-Yves M. Louis; Alireza Nasiri; Jingjing Bao; Yuxin Cui; Yong Zhao; Jing Jin; Xinyu Huang; Jianjun Hu
Source: check_circle
Crossref
grade
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DeepSeqPan, a novel deep convolutional neural network model for pan-specific class I HLA-peptide binding affinity prediction

Scientific Reports
2019 | Journal article
DOI: 10.1038/s41598-018-37214-1
EID:

2-s2.0-85060633249

Part of ISSN: 20452322
Contributors: Liu, Z.; Cui, Y.; Xiong, Z.; Nasiri, A.; Zhang, A.; Hu, J.
Source: Self-asserted source
Alireza Nasiri via Scopus - Elsevier
grade
Preferred source (of 2)‎

Online Damage Monitoring of SiCf-SiCm Composite Materials Using Acoustic Emission and Deep Learning

IEEE Access
2019 | Journal article
DOI: 10.1109/ACCESS.2019.2943210
Contributors: Alireza Nasiri; Jingjing Bao; Donald Mccleeary; Steph-Yves M. Louis; Xinyu Huang; Jianjun Hu
Source: check_circle
Crossref
grade
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AudioMask: Robust Sound Event Detection Using Mask R-CNN and Frame-Level Classifier

2019 IEEE 31st International Conference on Tools with Artificial Intelligence (ICTAI)
2019-11 | Conference paper
DOI: 10.1109/ictai.2019.00074
ISBN: 9781728137988
Source: Self-asserted source
Alireza Nasiri
grade
Preferred source (of 3)‎

Peer review (25 reviews for 4 publications/grants)

Review activity for Applied sciences. (6)
Review activity for IEEE access : (6)
Review activity for Nature machine intelligence. (3)
Review activity for PloS one. (10)
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