Zhiwen Zhang

Orcid: 0000-0001-9524-7871

According to our database1, Zhiwen Zhang authored at least 94 papers between 2007 and 2024.

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Bibliography

2024
Reduced-order model-based variational inference with normalizing flows for Bayesian elliptic inverse problems.
J. Comput. Appl. Math., May, 2024

Error Estimate of a Quasi-Monte Carlo Time-Splitting Pseudospectral Method for Nonlinear Schrödinger Equation with Random Potentials.
SIAM/ASA J. Uncertain. Quantification, March, 2024

Computing large deviation rate functions of entropy production for diffusion processes in the vanishing-noise limit and high dimensions by an interacting particle method.
CoRR, 2024

2023
Multi-Task Weakly Supervised Learning for Origin-Destination Travel Time Estimation.
IEEE Trans. Knowl. Data Eng., November, 2023

Representation Learning Method for Circular Seal Based on Modified MLP-Mixer.
Entropy, November, 2023

EpiMob: Interactive Visual Analytics of Citywide Human Mobility Restrictions for Epidemic Control.
IEEE Trans. Vis. Comput. Graph., August, 2023

A data-driven and model-based accelerated Hamiltonian Monte Carlo method for Bayesian elliptic inverse problems.
Stat. Comput., August, 2023

ST-ExpertNet: A Deep Expert Framework for Traffic Prediction.
IEEE Trans. Knowl. Data Eng., July, 2023

Solving Nonlinear Filtering Problems Using a Tensor Train Decomposition Method.
IEEE Trans. Autom. Control., July, 2023

A dynamically bi-orthogonal solution method for a stochastic Lighthill-Whitham-Richards traffic flow model.
Comput. Aided Civ. Infrastructure Eng., July, 2023

Missing Road Condition Imputation Using a Multi-View Heterogeneous Graph Network From GPS Trajectory.
IEEE Trans. Intell. Transp. Syst., May, 2023

Semantic Segmentation of Spectral LiDAR Point Clouds Based on Neural Architecture Search.
IEEE Trans. Geosci. Remote. Sens., 2023

A data-driven model reduction method for parabolic inverse source problems and its convergence analysis.
J. Comput. Phys., 2023

Stochastic convergence of regularized solutions for backward heat conduction problems.
CoRR, 2023

A Novel Stochastic Interacting Particle-Field Algorithm for 3D Parabolic-Parabolic Keller-Segel Chemotaxis System.
CoRR, 2023

A convergent interacting particle method for computing KPP front speeds in random flows.
CoRR, 2023

Multitask Weakly Supervised Learning for Origin Destination Travel Time Estimation.
CoRR, 2023

Assessing the Continuous Causal Responses of Typhoon-related Weather on Human Mobility: An Empirical Study in Japan.
Proceedings of the 32nd ACM International Conference on Information and Knowledge Management, 2023

2022
Human Mobility-based Individual-level Epidemic Simulation Platform.
ACM Trans. Spatial Algorithms Syst., September, 2022

Domain classifier-based transfer learning for visual attention prediction.
World Wide Web, 2022

A Convergent Interacting Particle Method and Computation of KPP Front Speeds in Chaotic Flows.
SIAM J. Numer. Anal., 2022

CAEVT: Convolutional Autoencoder Meets Lightweight Vision Transformer for Hyperspectral Image Classification.
Sensors, 2022

Introducing Improved Transformer to Land Cover Classification Using Multispectral LiDAR Point Clouds.
Remote. Sens., 2022

Convergence Analysis of the Localized Orthogonal Decomposition Method for the Semiclassical Schrödinger Equations with Multiscale Potentials.
J. Sci. Comput., 2022

DeepParticle: Learning invariant measure by a deep neural network minimizing Wasserstein distance on data generated from an interacting particle method.
J. Comput. Phys., 2022

GOF-TTE: Generative Online Federated Learning Framework for Travel Time Estimation.
IEEE Internet Things J., 2022

Investigation of Gas-Water-Sand Fluid Resistivity Property as Potential Application for Marine Gas Hydrate Production.
Entropy, 2022

Deterministic-Statistical Approach for an Inverse Acoustic Source Problem using Multiple Frequency Limited Aperture Data.
CoRR, 2022

A variational neural network approach for glacier modelling with nonlinear rheology.
CoRR, 2022

A DeepParticle method for learning and generating aggregation patterns in multi-dimensional Keller-Segel chemotaxis systems.
CoRR, 2022

A Filon-Clenshaw-Curtis-Smolyak rule for multi-dimensional oscillatory integrals with application to a UQ problem for the Helmholtz equation.
CoRR, 2022

A Deep Learning Approach to Nonconvex Energy Minimization for Martensitic Phase Transitions.
CoRR, 2022

Pre-classification based stochastic reduced-order model for time-dependent complex system.
CoRR, 2022

Generative Personalized Federated Learning Framework for Travel Time Estimation.
Proceedings of the 20th ACM Conference on Embedded Networked Sensor Systems, 2022

Route to Time and Time to Route: Travel Time Estimation from Sparse Trajectories.
Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2022

Emotion Classification and Recognition based on facial EMG.
Proceedings of the ICMIP 2022: 7th International Conference on Multimedia and Image Processing, Tianjin, China, January 14, 2022

Research on Autonomous Foot Movement Recognition Based on SVM.
Proceedings of the ICMIP 2022: 7th International Conference on Multimedia and Image Processing, Tianjin, China, January 14, 2022

Feature extraction of Motion-onset visual evoked potential based on CSP and FBCSP.
Proceedings of the ICMIP 2022: 7th International Conference on Multimedia and Image Processing, Tianjin, China, January 14, 2022

2021
Error Estimates for a POD Method for Solving Viscous G-Equations in Incompressible Cellular Flows.
SIAM J. Sci. Comput., 2021

Sharp Error Estimates on a Stochastic Structure-Preserving Scheme in Computing Effective Diffusivity of 3D Chaotic Flows.
Multiscale Model. Simul., 2021

The behavior of frequency locking of ring oscillators with RF interference on the supply.
Microelectron. J., 2021

A second order accuracy preserving method for moving contact lines with Stokes flow.
J. Comput. Phys., 2021

Component-mixing strategy: A decomposition-based data augmentation algorithm for motor imagery signals.
Neurocomputing, 2021

Convergence analysis of an operator-compressed multiscale finite element method for Schrödinger equations with multiscale potentials.
CoRR, 2021

Convergence analysis of a Lagrangian numerical scheme in computing effective diffusivity of 3D time-dependent flows.
CoRR, 2021

Detecting LED Chip Surface Defects with Modified Faster R-CNN.
Proceedings of the 18th International SoC Design Conference, 2021

speechocean762: An Open-Source Non-Native English Speech Corpus for Pronunciation Assessment.
Proceedings of the Interspeech 2021, 22nd Annual Conference of the International Speech Communication Association, Brno, Czechia, 30 August, 2021

2020
Proper Orthogonal Decomposition Method to Nonlinear Filtering Problems in Medium-High Dimension.
IEEE Trans. Autom. Control., 2020

Convergence Analysis of Stochastic Structure-Preserving Schemes for Computing Effective Diffusivity in Random Flows.
SIAM J. Numer. Anal., 2020

A Data-Driven Approach for Multiscale Elliptic PDEs with Random Coefficients Based on Intrinsic Dimension Reduction.
Multiscale Model. Simul., 2020

A Multiscale Reduced Basis Method for the Schrödinger Equation With Multiscale and Random Potentials.
Multiscale Model. Simul., 2020

Measurement of innovation resource allocation efficiency in civil-military integration enterprises.
Kybernetes, 2020

A mesh-free method for interface problems using the deep learning approach.
J. Comput. Phys., 2020

Proper orthogonal decomposition method for multiscale elliptic PDEs with random coefficients.
J. Comput. Appl. Math., 2020

Fuzzy hidden Markov-switching portfolio selection with capital gain tax.
Expert Syst. Appl., 2020

Value of CT and three-dimensional reconstruction revealing specific radiological signs for screening causative high jugular bulb in patients with Meniere's disease.
BMC Medical Imaging, 2020

Attribute Reduction Method Based on Generalized Grey Relational Analysis and Decision-Making Trial and Evaluation Laboratory.
IEEE Access, 2020

Supply Chain Logistics Information Quality Evaluation From Just-in-Time Perspective.
IEEE Access, 2020

Supply Chain Logistics Information Collaboration Strategy Based on Evolutionary Game Theory.
IEEE Access, 2020

2019
A Multiscale Finite Element Method for the Schrödinger Equation with Multiscale Potentials.
SIAM J. Sci. Comput., 2019

A Model Reduction Method for Multiscale Elliptic Pdes with Random Coefficients Using an Optimization Approach.
Multiscale Model. Simul., 2019

Estimation of exciton diffusion lengths of organic semiconductors in random domains.
J. Comput. Phys., 2019

An adaptive dynamically low-dimensional approximation method for multiscale stochastic diffusion equations.
J. Comput. Appl. Math., 2019

Mobile Robot Path Planning Based on Ant Colony Algorithm With A* Heuristic Method.
Frontiers Neurorobotics, 2019

Connecting exciton diffusion with surface roughness via deep learning.
CoRR, 2019

Efficient multiscale methods for the semiclassical Schrödinger equation with time-dependent potentials.
CoRR, 2019

A class of robust numerical methods for solving dynamical systems with multiple time scales.
CoRR, 2019

Solving high-dimensional nonlinear filtering problems using a tensor train decomposition method.
CoRR, 2019

Convergence of stochastic structure-preserving schemes for computing effective diffusivity in random flows.
CoRR, 2019

A Novel Deep Learning Approach With Data Augmentation to Classify Motor Imagery Signals.
IEEE Access, 2019

The identification of Impervious Area from Sentinel-2 Imagery Using A Novel Spectral Spatial Residual Convolution Neural Network.
Proceedings of the ICAIP 2019: 3rd International Conference on Advances in Image Processing, 2019

The Downscaling of the SMOS Global Sea Surface Salinity Product Based on MODIS Data Using a Deep Convolution Network Approach.
Proceedings of the ICAIP 2019: 3rd International Conference on Advances in Image Processing, 2019

Research on collision avoidance of fixed-wing UAV.
Proceedings of the 2019 4th International Conference on Automation, 2019

2018
A Compensation System for Cophase High-Speed Electric Railways by Reactive Power Generation of SHC&SAC.
IEEE Trans. Ind. Electron., 2018

A Balance Transformer-Integrated RPFC for Railway Power System PQ Improvement With Low-Design Capacity.
IEEE Trans. Ind. Electron., 2018

A Human-Vehicle Collaborative Simulated Driving System Based on Hybrid Brain-Computer Interfaces and Computer Vision.
IEEE Trans. Cogn. Dev. Syst., 2018

Computing Effective Diffusivity of Chaotic and Stochastic Flows Using Structure-Preserving Schemes.
SIAM J. Numer. Anal., 2018

Cluster-based generalized multiscale finite element method for elliptic PDEs with random coefficients.
J. Comput. Phys., 2018

Autonomous navigation algorithm based on AUKF filter about fusion of geomagnetic and sunlight directions.
Int. J. Intell. Comput. Cybern., 2018

GPS trajectory data segmentation based on probabilistic logic.
Int. J. Approx. Reason., 2018

2017
A Power Factor-Oriented Railway Power Flow Controller for Power Quality Improvement in Electrical Railway Power System.
IEEE Trans. Ind. Electron., 2017

Identification of Anisomerous Motor Imagery EEG Signals Based on Complex Algorithms.
Comput. Intell. Neurosci., 2017

Synchronization analysis for complex networks with interval delay via non-fragile pinning control.
Proceedings of the 2017 International Joint Conference on Neural Networks, 2017

2016
An Inductively Filtered Multiwinding Rectifier Transformer and Its Application in Industrial DC Power Supply System.
IEEE Trans. Ind. Electron., 2016

Automatic motion tracking and data analysis system for a rat.
Proceedings of the 2016 IEEE International Conference on Robotics and Biomimetics, 2016

2015
A New Integrated Hybrid Power Quality Control System for Electrical Railway.
IEEE Trans. Ind. Electron., 2015

A Multiscale Data-Driven Stochastic Method for Elliptic PDEs with Random Coefficients.
Multiscale Model. Simul., 2015

2013
A Data-Driven Stochastic Method for Elliptic PDEs with Random Coefficients.
SIAM/ASA J. Uncertain. Quantification, 2013

A dynamically bi-orthogonal method for time-dependent stochastic partial differential equations I: Derivation and algorithms.
J. Comput. Phys., 2013

A dynamically bi-orthogonal method for time-dependent stochastic partial differential equations II: Adaptivity and generalizations.
J. Comput. Phys., 2013

2011
An Eulerian Surface Hopping Method for the Schrödinger Equation with Conical Crossings.
Multiscale Model. Simul., 2011

Adaptive artificial boundary condition for the two-level Schrödinger equation with conical crossings.
J. Comput. Phys., 2011

2008
Split local absorbing conditions for one-dimensional nonlinear Klein-Gordon equation on unbounded domain.
J. Comput. Phys., 2008

2007
A Code-Based Multi-match Packet Classification with TCAM.
Proceedings of the Advances in Web and Network Technologies, and Information Management, 2007


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