Personal information

surrogate model; gaussian process; dimension reduction; reduced order model; machine lear
United States

Activities

Employment (4)

Beihang University: Beijing, CN

2020-09-30 to present | Assistant Professor (School of Integrated Circuit Science and Engineering)
Employment
Source: Self-asserted source
WEI XING

Chongqing University: Chongqing, CN

2020-01-01 to 2020-09-29 | Visiting Scholar (School of Energy and Power Engineering)
Employment
Source: Self-asserted source
WEI XING

The University of Utah: Salt Lake City, UT, US

2017-10-01 to 2020-06-30 | Researcher (scientific computing and image institute)
Employment
Source: Self-asserted source
WEI XING

University of Warwick: Coventry, Warwickshire, GB

2016-09-01 to 2017-10-01 | Researcher (Engineering)
Employment
Source: Self-asserted source
WEI XING

Education and qualifications (1)

University of Warwick: Coventry, West Midlands, GB

2012-09-01 to 2016-09-01 | Ph.D. (Engineering)
Qualification
Source: Self-asserted source
WEI XING

Works (50 of 57)

Items per page:
Page 1 of 2

DrPCE-Net: Differential Residual PCE Network for Characteristic Prediction of Transistors

IEEE Transactions on Electron Devices
2024 | Journal article
EID:

2-s2.0-85181578807

Part of ISSN: 15579646 00189383
Contributors: Wang, M.; Zhou, H.; Li, Y.; Zhang, L.; Zeng, L.; Xing, W.W.
Source: Self-asserted source
WEI XING via Scopus - Elsevier

Multi-Corner Timing Analysis Acceleration for Iterative Physical Design of ICs

IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems
2024 | Journal article
EID:

2-s2.0-85184319055

Part of ISSN: 19374151 02780070
Contributors: Xing, W.W.; Wang, L.; Wang, Z.; Shi, Z.; Xu, N.; Cheng, Y.; Zhao, W.
Source: Self-asserted source
WEI XING via Scopus - Elsevier

Differentiable Multi-Fidelity Fusion: Efficient Learning of Physics Simulations with Neural Architecture Search and Transfer Learning

arXiv
2023 | Other
EID:

2-s2.0-85164575104

Part of ISSN: 23318422
Contributors: Deng, Y.; Kang, W.; Xing, W.W.
Source: Self-asserted source
WEI XING via Scopus - Elsevier

Electrochemical Theory and Overview of Redox Flow Batteries

Engineering Applications of Computational Methods
2023 | Book chapter
EID:

2-s2.0-85169781067

Part of ISSN: 26623374 26623366
Contributors: A. Shah, A.; Leung, P.; Xu, Q.; Sui, P.-C.; Xing, W.
Source: Self-asserted source
WEI XING via Scopus - Elsevier

Emulating Spatial and Temporal Outputs From Fuel Cell and Battery Models: A Comparison of Deep Learning and Gaussian Process Models

Journal of Electrochemical Energy Conversion and Storage
2023 | Journal article
EID:

2-s2.0-85144196634

Part of ISSN: 23816910 23816872
Contributors: Xing, W.W.; Dai, S.; Shah, A.A.; Luo, L.; Xu, Q.; Leung, P.K.
Source: Self-asserted source
WEI XING via Scopus - Elsevier

EQUATION DISCOVERY WITH BAYESIAN SPIKE-AND-SLAB PRIORS AND EFFICIENT KERNELS

arXiv
2023 | Other
EID:

2-s2.0-85174794128

Part of ISSN: 23318422
Contributors: Long, D.; Xing, W.W.; Krishnapriyan, A.S.; Kirby, R.M.; Zhe, S.; Mahoney, M.W.
Source: Self-asserted source
WEI XING via Scopus - Elsevier

GAR: Generalized Autoregression for Multi-Fidelity Fusion

arXiv
2023 | Other
EID:

2-s2.0-85146894704

Part of ISSN: 23318422
Contributors: Wang, Y.; Xing, Z.; Xing, W.W.
Source: Self-asserted source
WEI XING via Scopus - Elsevier

High-Dimensional Yield Estimation Using Shrinkage Deep Features and Maximization of Integral Entropy Reduction

Proceedings of the Asia and South Pacific Design Automation Conference, ASP-DAC
2023 | Conference paper
EID:

2-s2.0-85148486401

Contributors: Yin, S.; Dai, G.; Xing, W.W.
Source: Self-asserted source
WEI XING via Scopus - Elsevier

Introduction

Engineering Applications of Computational Methods
2023 | Book chapter
EID:

2-s2.0-85169779175

Part of ISSN: 26623374 26623366
Contributors: A. Shah, A.; Leung, P.; Xu, Q.; Sui, P.-C.; Xing, W.
Source: Self-asserted source
WEI XING via Scopus - Elsevier

Machine Learning for Flow Battery Systems

Engineering Applications of Computational Methods
2023 | Book chapter
EID:

2-s2.0-85169793544

Part of ISSN: 26623374 26623366
Contributors: A. Shah, A.; Leung, P.; Xu, Q.; Sui, P.-C.; Xing, W.
Source: Self-asserted source
WEI XING via Scopus - Elsevier

Modelling Methods for Flow Batteries

Engineering Applications of Computational Methods
2023 | Book chapter
EID:

2-s2.0-85169818389

Part of ISSN: 26623374 26623366
Contributors: A. Shah, A.; Leung, P.; Xu, Q.; Sui, P.-C.; Xing, W.
Source: Self-asserted source
WEI XING via Scopus - Elsevier

Multi-fidelity design optimization of solid oxide fuel cells using a Bayesian feature enhanced stochastic collocation

International Journal of Hydrogen Energy
2023 | Journal article
EID:

2-s2.0-85153888044

Part of ISSN: 03603199
Contributors: Xing, W.W.; Shah, A.A.; Dai, G.; Zhang, Z.; Guo, T.; Qiu, H.; Leung, P.; Xu, Q.; Zhu, X.; Liao, Q.
Source: Self-asserted source
WEI XING via Scopus - Elsevier

Nonlinear autoregressive models for high accuracy early prediction of Li-ion battery end-of-life

Journal of Energy Storage
2023 | Journal article
EID:

2-s2.0-85171986020

Part of ISSN: 2352152X
Contributors: Shah, A.A.; Shah, N.; Luo, L.; Xing, W.W.; Leung, P.K.; Zhu, X.; Liao, Q.
Source: Self-asserted source
WEI XING via Scopus - Elsevier

Numerical Simulation of Flow Batteries Using a Multi-scale Macroscopic-Mesoscopic Approach

Engineering Applications of Computational Methods
2023 | Book chapter
EID:

2-s2.0-85169788510

Part of ISSN: 26623374 26623366
Contributors: A. Shah, A.; Leung, P.; Xu, Q.; Sui, P.-C.; Xing, W.
Source: Self-asserted source
WEI XING via Scopus - Elsevier

OPT: Optimal Proposal Transfer for Efficient Yield Optimization for Analog and SRAM Circuits

IEEE/ACM International Conference on Computer-Aided Design, Digest of Technical Papers, ICCAD
2023 | Conference paper
EID:

2-s2.0-85181397634

Part of ISSN: 10923152
Contributors: Liu, Y.; Dai, G.; Cheng, Y.; Kang, W.; Xing, W.W.
Source: Self-asserted source
WEI XING via Scopus - Elsevier

Pore-Scale Modelling of Flow Batteries and Their Components

Engineering Applications of Computational Methods
2023 | Book chapter
EID:

2-s2.0-85169791352

Part of ISSN: 26623374 26623366
Contributors: A. Shah, A.; Leung, P.; Xu, Q.; Sui, P.-C.; Xing, W.
Source: Self-asserted source
WEI XING via Scopus - Elsevier

Seeking the Yield Barrier: High-Dimensional SRAM Evaluation Through Optimal Manifold

arXiv
2023 | Other
EID:

2-s2.0-85168374407

Part of ISSN: 23318422
Contributors: Liu, Y.; Dai, G.; Xing, W.W.
Source: Self-asserted source
WEI XING via Scopus - Elsevier

Seeking the Yield Barrier: High-Dimensional SRAM Evaluation Through Optimal Manifold

Proceedings - Design Automation Conference
2023 | Conference paper
EID:

2-s2.0-85173076412

Part of ISSN: 0738100X
Contributors: Liu, Y.; Dai, G.; Xing, W.W.
Source: Self-asserted source
WEI XING via Scopus - Elsevier

Summary and Outlook

Engineering Applications of Computational Methods
2023 | Book chapter
EID:

2-s2.0-85169792381

Part of ISSN: 26623374 26623366
Contributors: A. Shah, A.; Leung, P.; Xu, Q.; Sui, P.-C.; Xing, W.
Source: Self-asserted source
WEI XING via Scopus - Elsevier

Time Series Methods and Alternative Surrogate Modelling Approaches

Engineering Applications of Computational Methods
2023 | Book chapter
EID:

2-s2.0-85169798058

Part of ISSN: 26623374 26623366
Contributors: A. Shah, A.; Leung, P.; Xu, Q.; Sui, P.-C.; Xing, W.
Source: Self-asserted source
WEI XING via Scopus - Elsevier

Data-Driven Prediction of Li-Ion Battery Degradation Using Predicted Features

Processes
2023-02 | Journal article | Author
Contributors: WEI XING; Akeel A. Shah; Nadir Shah; Yinpeng Wu; Qian Xu; Aphichart Rodchanarowan; Puiki Leung; Xun Zhu; Qiang Liao
Source: check_circle
Multidisciplinary Digital Publishing Institute
grade
Preferred source (of 2)‎

BoA-PTA: A Bayesian Optimization Accelerated PTA Solver for SPICE Simulation

ACM Transactions on Design Automation of Electronic Systems
2022 | Journal article
EID:

2-s2.0-85152617246

Part of ISSN: 15577309 10844309
Contributors: Xing, W.W.; Jin, X.; Feng, T.; Niu, D.; Zhao, W.; Jin, Z.
Source: Self-asserted source
WEI XING via Scopus - Elsevier

E-LMC: Extended Linear Model of Coregionalization for Spatial Field Prediction

arXiv
2022 | Other
EID:

2-s2.0-85171079374

Part of ISSN: 23318422
Contributors: Wang, S.; Zhang, X.; Meng, Y.; Xing, W.W.
Source: Self-asserted source
WEI XING via Scopus - Elsevier

E-LMC: Extended Linear Model of Coregionalization for Spatial Field Prediction

Proceedings of the International Joint Conference on Neural Networks
2022 | Conference paper
EID:

2-s2.0-85140740562

Contributors: Wang, S.; Zhang, X.; Meng, Y.; Xing, W.W.
Source: Self-asserted source
WEI XING via Scopus - Elsevier

Efficient bayesian yield analysis and optimization with active learning

Proceedings - Design Automation Conference
2022 | Conference paper
EID:

2-s2.0-85137424888

Part of ISSN: 0738100X
Contributors: Yin, S.; Jin, X.; Shi, L.; Wang, K.; Xing, W.W.
Source: Self-asserted source
WEI XING via Scopus - Elsevier

Enhanced Gaussian Process Dynamical Models with Knowledge Transfer for Long-term Battery Degradation Forecasting

arXiv
2022 | Other
EID:

2-s2.0-85164896599

Part of ISSN: 23318422
Contributors: Xing, W.W.; Zhang, Z.; Shah, A.A.
Source: Self-asserted source
WEI XING via Scopus - Elsevier

GAR: Generalized Autoregression for Multi-Fidelity Fusion

Advances in Neural Information Processing Systems
2022 | Conference paper
EID:

2-s2.0-85163148536

Part of ISSN: 10495258
Contributors: Wang, Y.; Xing, Z.; Xing, W.W.
Source: Self-asserted source
WEI XING via Scopus - Elsevier

High-Dimensional Yield Estimation using Shrinkage Deep Features and Maximization of Integral Entropy Reduction

arXiv
2022 | Other
EID:

2-s2.0-85144769701

Part of ISSN: 23318422
Contributors: Yin, S.; Dai, G.; Xing, W.W.
Source: Self-asserted source
WEI XING via Scopus - Elsevier

Machine learning for predicting fuel cell and battery polarisation and charge–discharge curves

Energy Reports
2022 | Journal article
EID:

2-s2.0-85127486520

Part of ISSN: 23524847
Contributors: Shah, A.A.; Yu, F.; Xing, W.W.; Leung, P.K.
Source: Self-asserted source
WEI XING via Scopus - Elsevier

Mission Replanning for Multiple Agile Earth Observation Satellites Based on Cloud Coverage Forecasting

IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing
2022 | Journal article
EID:

2-s2.0-85121842843

Part of ISSN: 21511535 19391404
Contributors: Gu, Y.; Han, C.; Chen, Y.; Xing, W.W.
Source: Self-asserted source
WEI XING via Scopus - Elsevier

A new aqueous all-organic flow battery with high cell voltage in acidic electrolytes

Applied Energy
2021 | Journal article
EID:

2-s2.0-85096700149

Part of ISSN: 03062619
Contributors: Leung, P.; Martin, T.; Xu, Q.; Flox, C.; Mohamad, M.R.; Palma, J.; Rodchanarowan, A.; Zhu, X.; Xing, W.W.; Shah, A.A.
Source: Self-asserted source
WEI XING via Scopus - Elsevier

BoA-PTA, a Bayesian optimization accelerated error-free SPICE solver

arXiv
2021 | Other
EID:

2-s2.0-85170877777

Part of ISSN: 23318422
Contributors: Xing, W.W.; Liu, Y.; Zhao, W.; Jin, X.; Niu, D.; Jin, Z.
Source: Self-asserted source
WEI XING via Scopus - Elsevier

Erratum: Community-based measurements reveal unseen differences during air-pollution episodes (Environmental Science and Technology (2020) 55:1 (120-128) DOI: 10.1021/acs.est.0c02341)

Environmental Science and Technology
2021 | Journal article
EID:

2-s2.0-85113934150

Part of ISSN: 15205851 0013936X
Contributors: Kelly, K.E.; Xing, W.W.; Sayahi, T.; Mitchell, L.; Becnel, T.; Gaillardon, P.-E.; Meyer, M.; Whitaker, R.T.
Source: Self-asserted source
WEI XING via Scopus - Elsevier

Hydrokinetic energy harnessing technologies: A review

Energy Reports
2021 | Journal article
EID:

2-s2.0-85104331593

Part of ISSN: 23524847
Contributors: Ibrahim, W.I.; Mohamed, M.R.; Ismail, R.M.T.R.; Leung, P.K.; Xing, W.W.; Shah, A.A.
Source: Self-asserted source
WEI XING via Scopus - Elsevier

Residual Gaussian process: A tractable nonparametric Bayesian emulator for multi-fidelity simulations

arXiv
2021 | Other
EID:

2-s2.0-85170876642

Part of ISSN: 23318422
Contributors: Xing, W.W.; Shah, A.A.; Wang, P.; Zhe, S.; Fu, Q.; Kirby, R.M.
Source: Self-asserted source
WEI XING via Scopus - Elsevier

Residual Gaussian process: A tractable nonparametric Bayesian emulator for multi-fidelity simulations

Applied Mathematical Modelling
2021 | Journal article
EID:

2-s2.0-85105296724

Part of ISSN: 0307904X
Contributors: Xing, W.W.; Shah, A.A.; Wang, P.; Zhe, S.; Fu, Q.; Kirby, R.M.
Source: Self-asserted source
WEI XING via Scopus - Elsevier

InfPolyn, a Nonparametric Bayesian Characterization for Composition-Dependent Interdiffusion Coefficients

Materials
2021-06 | Journal article | Author
Contributors: WEI XING; Ming Cheng; Kaiming Cheng; Wei Zhang; Peng Wang
Source: check_circle
Multidisciplinary Digital Publishing Institute
grade
Preferred source (of 2)‎

Deep coregionalization for the emulation of simulation-based spatial-temporal fields

Journal of Computational Physics
2021-03 | Journal article
Part of ISSN: 0021-9991
Source: Self-asserted source
WEI XING
grade
Preferred source (of 2)‎

A new multi-task learning framework for fuel cell model outputs in high-dimensional spaces

Journal of Power Sources
2021-01 | Journal article
Part of ISSN: 0378-7753
Source: Self-asserted source
WEI XING
grade
Preferred source (of 2)‎

Community-Based Measurements Reveal Unseen Differences during Air Pollution Episodes

Environmental Science & Technology
2021-01-05 | Journal article
Part of ISSN: 0013-936X
Part of ISSN: 1520-5851
Source: Self-asserted source
WEI XING
grade
Preferred source (of 2)‎

Evaluating Wildfire Smoke Transport Within a Coupled Fire-Atmosphere Model Using a High-Density Observation Network for an Episodic Smoke Event Along Utah's Wasatch Front

Journal of Geophysical Research: Atmospheres
2020 | Journal article
EID:

2-s2.0-85094143670

Part of ISSN: 21698996 2169897X
Contributors: Mallia, D.V.; Kochanski, A.K.; Kelly, K.E.; Whitaker, R.; Xing, W.; Mitchell, L.E.; Jacques, A.; Farguell, A.; Mandel, J.; Gaillardon, P.-E. et al.
Source: Self-asserted source
WEI XING via Scopus - Elsevier

Greedy nonlinear autoregression for multifidelity computer models at different scales

Energy and AI
2020-08 | Journal article
Part of ISSN: 2666-5468
Source: Self-asserted source
WEI XING
grade
Preferred source (of 2)‎

Shared-Gaussian Process: Learning Interpretable Shared Hidden Structure Across Data Spaces for Design Space Analysis and Exploration

Journal of Mechanical Design
2020-08-01 | Journal article
Part of ISSN: 1050-0472
Part of ISSN: 1528-9001
Source: Self-asserted source
WEI XING

Patterns of distributive environmental inequity under different PM2.5 air pollution scenarios for Salt Lake County public schools

Environmental Research
2020-07 | Journal article
Part of ISSN: 0013-9351
Source: Self-asserted source
WEI XING
grade
Preferred source (of 2)‎

Scalable Gaussian Process Regression Networks

Proceedings of the Twenty-Ninth International Joint Conference on Artificial Intelligence
2020-07 | Conference paper
Source: Self-asserted source
WEI XING

Multi-Fidelity Bayesian Optimization via Deep Neural Networks

2020-07-06 | Preprint
Source: Self-asserted source
WEI XING

Multi-Fidelity High-Order Gaussian Processes for Physical Simulation

2020-06-08 | Preprint
Source: Self-asserted source
WEI XING

Infinite ShapeOdds: Nonparametric Bayesian Models for Shape Representations

Proceedings of the AAAI Conference on Artificial Intelligence
2020-04-03 | Journal article
Part of ISSN: 2374-3468
Part of ISSN: 2159-5399
Source: Self-asserted source
WEI XING

Data-Driven Model Order Reduction for Diffeomorphic Image Registration

Lecture Notes in Computer Science
2019 | Book chapter
Part of ISBN: 9783030203504
Part of ISBN: 9783030203511
Part of ISSN: 0302-9743
Part of ISSN: 1611-3349
Source: Self-asserted source
WEI XING

Scalable High-Order Gaussian Process Regression

The 22nd International Conference on Artificial Intelligence and Statistics
2019-04-11 | Conference paper
Source: Self-asserted source
WEI XING
Items per page:
Page 1 of 2

Peer review (5 reviews for 5 publications/grants)

Review activity for Biology. (1)
Review activity for DeCarbon. (1)
Review activity for Electronics. (1)
Review activity for Energies. (1)
Review activity for Mathematics. (1)