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Employment (2)

Peng Cheng Laboratory: Shenzhen, Guangdong, CN

2020-07-07 to present | Postdoc (Department of Mathematics and Theories)
Employment
Source: Self-asserted source
Qiang Zheng

å®ę³¢äøœę–¹ē†å·„大学: Ningbo, CN

2023-03-01 to 2025-02-05 (College of Engineering)
Employment
Source: Self-asserted source
Qiang Zheng

Education and qualifications (3)

Zhejiang University: Hangzhou, Zhejiang, CN

2014-09-10 to 2020-06-30 | Ph.D. (Department of Water Resources)
Education
Source: Self-asserted source
Qiang Zheng

Brown University: Providence, RI, US

2018-10-10 to 2019-10-10 | Visting scholar (Division of Applied Mathematics)
Education
Source: Self-asserted source
Qiang Zheng

Hohai University: Nanjing, Jiangsu, CN

2010-09-03 to 2014-06-29 | B.S.
Education
Source: Self-asserted source
Qiang Zheng

Funding (1)

China Postdoctoral Science Foundation

Grant
China Postdoctoral Science Foundation (Beijing, CN)
GRANT_NUMBER:

2020M682830
Source: Self-asserted source
Qiang Zheng

Works (14)

Optimization of dual-layer flow field in a water electrolyzer using a data-driven surrogate model

Energy and AI
2024-12 | Journal article
DOI: 10.1016/j.egyai.2024.100411
Part of ISSN: 2666-5468
Contributors: Lizhen Wu; Zhefei Pan; Shu Yuan; Xiaoyu Huo; Qiang Zheng; Xiaohui Yan; Liang An
Source: Self-asserted source
Qiang Zheng

Conditional generative adversarial networks for groundwater contamination characterization and source identification

Journal of Hydrology
2024-03 | Journal article
DOI: 10.1016/j.jhydrol.2024.130900
Part of ISSN: 0022-1694
Contributors: Hengnian Yan; Qiang Zheng; Lingzao Zeng
Source: Self-asserted source
Qiang Zheng

State-space modeling for electrochemical performance of Li-ion batteries with physics-informed deep operator networks

Journal of Energy Storage
2023-12 | Journal article
DOI: 10.1016/j.est.2023.109244
Part of ISSN: 2352-152X
Contributors: Qiang Zheng; Xiaoguang Yin; Dongxiao Zhang
Source: Self-asserted source
Qiang Zheng

Inferring electrochemical performance and parameters of Li-ion batteries based on deep operator networks

Journal of Energy Storage
2023-08 | Journal article
DOI: 10.1016/j.est.2023.107176
Part of ISSN: 2352-152X
Contributors: Qiang Zheng; Xiaoguang Yin; Dongxiao Zhang
Source: Self-asserted source
Qiang Zheng

Digital Rock Reconstruction with User-Defined Properties Using Conditional Generative Adversarial Networks

Transport in Porous Media
2022-08 | Journal article
DOI: 10.1007/s11242-021-01728-6
Part of ISSN: 0169-3913
Part of ISSN: 1573-1634
Contributors: Qiang Zheng; Dongxiao Zhang
Source: Self-asserted source
Qiang Zheng

RockGPT: reconstructing three-dimensional digital rocks from single two-dimensional slice with deep learning

Computational Geosciences
2022-06 | Journal article
DOI: 10.1007/s10596-022-10144-8
Part of ISSN: 1420-0597
Part of ISSN: 1573-1499
Contributors: Qiang Zheng; Dongxiao Zhang
Source: Self-asserted source
Qiang Zheng

Using Deep Learning to Improve Ensemble Smoother: Applications to Subsurface Characterization

Water Resources Research
2020-12 | Journal article
DOI: 10.1029/2020wr027399
Part of ISSN: 0043-1397
Part of ISSN: 1944-7973
Source: Self-asserted source
Qiang Zheng

Physics-informed semantic inpainting: Application to geostatistical modeling

Journal of Computational Physics
2020-10 | Journal article
DOI: 10.1016/j.jcp.2020.109676
Contributors: Qiang Zheng; Lingzao Zeng; George Em Karniadakis
Source: check_circle
Crossref

Adaptive multi-fidelity probabilistic collocation-based Kalman filter for subsurface flow data assimilation: numerical modeling and real-world experiment

Stochastic Environmental Research and Risk Assessment
2020-08 | Journal article
DOI: 10.1007/s00477-020-01815-y
Part of ISSN: 1436-3240
Part of ISSN: 1436-3259
Source: Self-asserted source
Qiang Zheng

Soil hydraulic parameters estimation using ground penetrating radar data via ensemble smoother with multiple data assimilation

Journal of Hydrology
2020-04 | Journal article
DOI: 10.1016/j.jhydrol.2020.124552
Contributors: Fan Cui; Jichao Bao; Zhendan Cao; Liangping Li; Qiang Zheng
Source: check_circle
Crossref

Surrogateā€Based Bayesian Inverse Modeling of the Hydrological System: An Adaptive Approach Considering Surrogate Approximation Error

Water Resources Research
2020-01 | Journal article
DOI: 10.1029/2019wr025721
Part of ISSN: 0043-1397
Part of ISSN: 1944-7973
Source: Self-asserted source
Qiang Zheng

Improving parameter estimation with an efficient sequential probabilistic collocation-based optimal design method

Journal of Hydrology
2019-02 | Journal article
DOI: 10.1016/j.jhydrol.2018.11.056
Part of ISSN: 0022-1694
Source: Self-asserted source
Qiang Zheng

Adaptive Multifidelity Data Assimilation for Nonlinear Subsurface Flow Problems

Water Resources Research
2019-01 | Journal article
DOI: 10.1029/2018wr023615
Part of ISSN: 0043-1397
Part of ISSN: 1944-7973
Source: Self-asserted source
Qiang Zheng

A probabilistic collocation based iterative Kalman filter for landfill data assimilation

Advances in Water Resources
2017-11 | Journal article
DOI: 10.1016/j.advwatres.2017.09.015
Part of ISSN: 0309-1708
Source: Self-asserted source
Qiang Zheng
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