Jianwu Wang

Jianwu Wang

University of Maryland, Baltimore County

H-index: 27

North America-United States

About Jianwu Wang

Jianwu Wang, With an exceptional h-index of 27 and a recent h-index of 18 (since 2020), a distinguished researcher at University of Maryland, Baltimore County, specializes in the field of Big Data Analytics, Earth/Climate Informatics, Causal AI, Distributed Computing.

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

Predicting September Arctic Sea Ice: A Multi-Model Seasonal Skill Comparison

Causality for Earth Science--A Review on Time-series and Spatiotemporal Causality Methods

Influence of cloud retrieval errors due to three-dimensional radiative effects on calculations of broadband shortwave cloud radiative effect

Understanding the Role of 2019 Amazon Wildfires on Antarctic Sea Ice Extent Using Data Science Approaches

Flood-ResNet50: Optimized Deep Learning Model for Efficient Flood Detection on Edge Device

Chatbot Integration for Metaverse-A University Platform Prototype

Quantifying causes of arctic amplification via deep learning based time-series causal inference

CNN based Ocean Eddy Detection Using Cloud Services

Jianwu Wang Information

University

Position

Assistant Professor of Data Science at

Citations(all)

3305

Citations(since 2020)

2074

Cited By

1899

hIndex(all)

27

hIndex(since 2020)

18

i10Index(all)

53

i10Index(since 2020)

30

Email

University Profile Page

University of Maryland, Baltimore County

Google Scholar

View Google Scholar Profile

Jianwu Wang Skills & Research Interests

Big Data Analytics

Earth/Climate Informatics

Causal AI

Distributed Computing

Top articles of Jianwu Wang

Title

Journal

Author(s)

Publication Date

Predicting September Arctic Sea Ice: A Multi-Model Seasonal Skill Comparison

Bulletin of the American Meteorological Society

Mitchell Bushuk

Sahara Ali

David A Bailey

Qing Bao

Lauriane Batté

...

2024/4/22

Causality for Earth Science--A Review on Time-series and Spatiotemporal Causality Methods

Sahara Ali

Uzma Hasan

Xingyan Li

Omar Faruque

Akila Sampath

...

2024/4/3

Influence of cloud retrieval errors due to three-dimensional radiative effects on calculations of broadband shortwave cloud radiative effect

EGUsphere

Adeleke S Ademakinwa

Zahid H Tushar

Jianyu Zheng

Chenxi Wang

Sanjay Purushotham

...

2023/10/16

Understanding the Role of 2019 Amazon Wildfires on Antarctic Sea Ice Extent Using Data Science Approaches

UMBC Joint Center for Earth Systems Technology (JCET)

Sudip Chakraborty

Chhaya Kulkarni

Atefeh Jabeli

Akila Sampath

Gehan Boteju

...

2023/8

Flood-ResNet50: Optimized Deep Learning Model for Efficient Flood Detection on Edge Device

Md Azim Khan

Nadeem Ahmed

Joyce Padela

Muhammad Shehrose Raza

Aryya Gangopadhyay

...

2023/12/15

Chatbot Integration for Metaverse-A University Platform Prototype

Qitao Xie

Wenxi Lu

Qingquan Zhang

Lingxiu Zhang

Ting Zhu

...

2023/7/23

Quantifying causes of arctic amplification via deep learning based time-series causal inference

Sahara Ali

Omar Faruque

Yiyi Huang

Md Osman Gani

Aneesh Subramanian

...

2023/12/15

CNN based Ocean Eddy Detection Using Cloud Services

Seraj Al Mahmud Mostafa

Jinbo Wang

Benjamin Holt

Sanjay Purushotham

Jianwu Wang

2023/7/16

DRLO: Deep Representation Learning for Large Scale Off-track Satellite Remote Sensing Data

Xin Huang

Chenxi Wang

Wenbin Zhang

Sanjay Purushotham

Jianwu Wang

2023/12/15

Vision Transformer-based Real-Time Camouflaged Object Detection System at Edge

Rohan Putatunda

Md Azim Khan

Aryya Gangopadhyay

Jianwu Wang

Carl Busart

...

2023/6/26

Deep Spatiotemporal Clustering: A Temporal Clustering Approach for Multi-dimensional Climate Data

Omar Faruque

Francis Ndikum Nji

Mostafa Cham

Rohan Mandar Salvi

Xue Zheng

...

2023/9/17

Integrating Fourier Transform and Residual Learning for Arctic Sea Ice Forecasting

arXiv preprint arXiv:2312.13445

Louis Lapp

Sahara Ali

Jianwu Wang

2023/12/20

Reproducible and portable big data analytics in the cloud

IEEE Transactions on Cloud Computing

Xin Wang

Pei Guo

Xingyan Li

Aryya Gangopadhyay

Carl E Busart

...

2023/2/15

Fair-DSP: Fair Dynamic Survival Prediction on Longitudinal Electronic Health Record

Xin Huang

Xiangyang Meng

Ni Zhao

Wenbin Zhang

Jianwu Wang

2023/8/10

Evaluating Machine Learning and Statistical Models for Greenland Subglacial Bed Topography

Katherine Yi

Angelina Dewar

Tartela Tabassum

Jason Lu

Ray Chen

...

2023/12/15

AI for sea ice forecasting

Sahara Ali

Yiyi Huang

Jianwu Wang

2023/1/1

Vdam: Vae based domain adaptation for cloud property retrieval from multi-satellite data

Xin Huang

Chenxi Wang

Sanjay Purushotham

Jianwu Wang

2022/11/1

Atmospheric Gravity Wave Detection Using Transfer Learning Techniques

Jorge López González

Theodore Chapman

Kathryn Chen

Hannah Nguyen

Logan Chambers

...

2022/12/6

Benchmarking probabilistic machine learning models for arctic sea ice forecasting

Sahara Ali

Seraj AM Mostafa

Xingyan Li

Sara Khanjani

Jianwu Wang

...

2022/7/17

Enhanced Deep Learning Super-Resolution for Bathymetry Data

Xingyan Li

Jian Li

Zachary Williams

Xin Huang

Mark Carroll

...

2022/12/6

See List of Professors in Jianwu Wang University(University of Maryland, Baltimore County)

Co-Authors

H-index: 68
Yike  Guo

Yike Guo

Imperial College London

H-index: 42
Ting Zhu

Ting Zhu

University of Maryland, Baltimore County

H-index: 42
Jun Han

Jun Han

Swinburne University of Technology

H-index: 34
Zhibo Zhang, Ph.D.

Zhibo Zhang, Ph.D.

University of Maryland, Baltimore County

H-index: 33
Alexander C Zambon

Alexander C Zambon

Keck Graduate Institute

H-index: 28
Seonah Kim

Seonah Kim

Colorado State University

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