Mohammad H. Rafiei, Ph.D.

Mohammad H. Rafiei, Ph.D.

Johns Hopkins University

H-index: 19

North America-United States

About Mohammad H. Rafiei, Ph.D.

Mohammad H. Rafiei, Ph.D., With an exceptional h-index of 19 and a recent h-index of 19 (since 2020), a distinguished researcher at Johns Hopkins University, specializes in the field of Machine Learning, Artificial Intelligence, Computer Science, Engineering, Medicine.

His recent articles reflect a diverse array of research interests and contributions to the field:

SSCAE--Semantic, Syntactic, and Context-aware natural language Adversarial Examples generator

A Semantic, Syntactic, And Context-Aware Natural Language Adversarial Example Generator

High-efficient low-cost characterization of composite material properties using domain-knowledge-guided self-supervised learning

Novel physics-based machine-learning models for indoor air quality approximations

A survey of deep learning architectures for privacy-preserving machine learning with fully homomorphic encryption

High-efficient low-cost characterization of materials properties using domain-knowledge-guided self-supervised learning

Self-Supervised Learning for Electroencephalography

Accelerated design and characterization of non-uniform cellular materials via a machine-learning based framework

Mohammad H. Rafiei, Ph.D. Information

University

Position

& Georgia State University

Citations(all)

2282

Citations(since 2020)

2120

Cited By

850

hIndex(all)

19

hIndex(since 2020)

19

i10Index(all)

19

i10Index(since 2020)

19

Email

University Profile Page

Google Scholar

Mohammad H. Rafiei, Ph.D. Skills & Research Interests

Machine Learning

Artificial Intelligence

Computer Science

Engineering

Medicine

Top articles of Mohammad H. Rafiei, Ph.D.

Title

Journal

Author(s)

Publication Date

SSCAE--Semantic, Syntactic, and Context-aware natural language Adversarial Examples generator

arXiv preprint arXiv:2403.11833

Javad Rafiei Asl

Mohammad H Rafiei

Manar Alohaly

Daniel Takabi

2024/3/18

A Semantic, Syntactic, And Context-Aware Natural Language Adversarial Example Generator

IEEE Transactions on Dependable and Secure Computing

Javad Rafiei Asl

Mohammad H Rafiei

Manar Alohaly

Daniel Takabi

2024/1/29

High-efficient low-cost characterization of composite material properties using domain-knowledge-guided self-supervised learning

Computational Materials Science

Binglin Xie

Xianhua Yao

Weining Mao

Mohammad H Rafiei

Nan Hu

2023/1/5

Novel physics-based machine-learning models for indoor air quality approximations

arXiv preprint arXiv:2308.01438

Ahmad Mohammadshirazi

Aida Nadafian

Amin Karimi Monsefi

Mohammad H Rafiei

Rajiv Ramnath

2023/8/2

A survey of deep learning architectures for privacy-preserving machine learning with fully homomorphic encryption

IEEE Access

Robert Podschwadt

Daniel Takabi

Peizhao Hu

Mohammad H Rafiei

Zhipeng Cai

2022/11/3

High-efficient low-cost characterization of materials properties using domain-knowledge-guided self-supervised learning

Binglin Xie

Xianhua Yao

Weining Mao

Mohammad Rafiei

Nan Hu

2022/1/14

Self-Supervised Learning for Electroencephalography

IEEE Transactions on Neural Networks and Learning Systems

Mohammad H. Rafiei

Lynne V. Gauthier

Hojjat Adeli

Daniel. Takabi

2022/7/22

Accelerated design and characterization of non-uniform cellular materials via a machine-learning based framework

npj Computational Materials

Chunping Ma

Zhiwei Zhang

Benjamin Luce

Simon Pusateri

Binglin Xie

...

2020/4/23

Machine learning of dislocation-induced stress fields and interaction forces

JOM

Mohammad H Rafiei

Yejun Gu

Jaafar A El-Awady

2020/12

See List of Professors in Mohammad H. Rafiei, Ph.D. University(Johns Hopkins University)

Co-Authors

academic-engine