Xueyu Zhu

Publication Activity (10 Years)

Years Active: 2013-2024
Publications (10 Years): 33

Top Topics

Finite Element Methods

Eikonal Equation

Hyperspectral Image Classification

Top Venues

J. Comput. Phys.

IEEE Trans. Geosci. Remote. Sens.

Multiscale Model. Simul.

Publications

Andrew Pensoneault, Xueyu Zhu
Efficient Bayesian Physics Informed Neural Networks for inverse problems via Ensemble Kalman Inversion. J. Comput. Phys. 508 (2024)
Jiayan Cao, Xueyu Zhu, Cheng Qian
LanePtrNet: Revisiting Lane Detection as Point Voting and Grouping on Curves. CoRR (2024)
Yifan Mei, Yijie Zhang, Xueyu Zhu, Rongxi Gou, Jinghuai Gao
Fully Convolutional Network-Enhanced DeepONet-Based Surrogate of Predicting the Travel-Time Fields. IEEE Trans. Geosci. Remote. Sens. 62 (2024)
Andrew Pensoneault, Xueyu Zhu
Uncertainty quantification for deeponets with ensemble kalman inversion. CoRR (2024)
Jun Sur Richard Park, Xueyu Zhu
A non-intrusive bi-fidelity reduced basis method for time-independent problems. J. Comput. Phys. 502 (2024)
Jun Sur Richard Park, Xueyu Zhu
A non-intrusive bi-fidelity reduced basis method for time-independent problems. CoRR (2023)
Andrew Pensoneault, Xueyu Zhu
Efficient Bayesian Physics Informed Neural Networks for Inverse Problems via Ensemble Kalman Inversion. CoRR (2023)
Yijie Zhang, Xueyu Zhu, Jinghuai Gao
Seismic Inversion Based on Acoustic Wave Equations Using Physics-Informed Neural Network. IEEE Trans. Geosci. Remote. Sens. 61 (2023)
Rongxi Gou, Yijie Zhang, Xueyu Zhu, Jinghuai Gao
Bayesian Physics-Informed Neural Networks for the Subsurface Tomography Based on the Eikonal Equation. IEEE Trans. Geosci. Remote. Sens. 61 (2023)
Longbin Zhang, Xiaochen Zhang, Xueyu Zhu, Ruoli Wang, Elena M. Gutierrez-Farewik
Knee Joint Torque Prediction with Uncertainties by a Neuromusculoskeletal Solver-informed Gaussian Process Model. ICARM (2023)
Liu Liu, Lorenzo Pareschi, Xueyu Zhu
A bi-fidelity stochastic collocation method for transport equations with diffusive scaling and multi-dimensional random inputs. J. Comput. Phys. 462 (2022)
Giulia Bertaglia, Liu Liu, Lorenzo Pareschi, Xueyu Zhu
Bi-fidelity stochastic collocation methods for epidemic transport models with uncertainties. Networks Heterog. Media 17 (3) (2022)
Jun Sur Richard Park, Xueyu Zhu
Physics-informed neural networks for learning the homogenized coefficients of multiscale elliptic equations. CoRR (2022)
Xueyu Zhu, Andy J. Ma
Weakly-Supervised Lesion Segmentation with Self-Guidance by CT Intensity Clustering. ISBI (2022)
Longbin Zhang, Xueyu Zhu, Elena M. Gutierrez-Farewik, Ruoli Wang
Ankle Joint Torque Prediction Using an NMS Solver Informed-ANN Model and Transfer Learning. IEEE J. Biomed. Health Informatics 26 (12) (2022)
Jun Sur Richard Park, Xueyu Zhu
Physics-informed neural networks for learning the homogenized coefficients of multiscale elliptic equations. J. Comput. Phys. 467 (2022)
Giulia Bertaglia, Chuan Lu, Lorenzo Pareschi, Xueyu Zhu
Asymptotic-Preserving Neural Networks for multiscale hyperbolic models of epidemic spread. CoRR (2022)
Chuan Lu, Xueyu Zhu
Bifidelity Data-Assisted Neural Networks in Nonintrusive Reduced-Order Modeling. J. Sci. Comput. 87 (1) (2021)
Giulia Bertaglia, Liu Liu, Lorenzo Pareschi, Xueyu Zhu
Bi-fidelity stochastic collocation methods for epidemic transport models with uncertainties. CoRR (2021)
Giacomo Dimarco, Liu Liu, Lorenzo Pareschi, Xueyu Zhu
Multi-fidelity methods for uncertainty propagation in kinetic equations. CoRR (2021)
Yi Qin, Yue Zhang, Zexin Liu, Xueyu Zhu, Peng Wang
Adaptive Surrogate Model for Failure Probability Estimation. CSAE (2021)
Liu Liu, Lorenzo Pareschi, Xueyu Zhu
A bi-fidelity stochastic collocation method for transport equations with diffusive scaling and multi-dimensional random inputs. CoRR (2021)
Yijie Zhang, Xueyu Zhu, Jinghuai Gao
Parameter Estimation of Acoustic Wave Equations Using Hidden Physics Models. IEEE Trans. Geosci. Remote. Sens. 58 (7) (2020)
Xiu Yang, Xueyu Zhu, Jing Li
When Bifidelity Meets CoKriging: An Efficient Physics-Informed MultiFidelity Method. SIAM J. Sci. Comput. 42 (1) (2020)
Liu Liu, Xueyu Zhu
A bi-fidelity method for the multiscale Boltzmann equation with random parameters. J. Comput. Phys. 402 (2020)
Andrew Pensoneault, Xiu Yang, Xueyu Zhu
Nonnegativity-Enforced Gaussian Process Regression. CoRR (2020)
Chuan Lu, Xueyu Zhu
Bifidelity data-assisted neural networks in nonintrusive reduced-order modeling. CoRR (2019)
Simin Li, Xueyu Zhu, Yang Liu, Jie Bao
Adaptive Spatial-Spectral Feature Learning for Hyperspectral Image Classification. IEEE Access 7 (2019)
Simin Li, Xueyu Zhu, Jie Bao
Hierarchical Multi-Scale Convolutional Neural Networks for Hyperspectral Image Classification. Sensors 19 (7) (2019)
Ming Cheng, Akil Narayan, Yi Qin, Peng Wang, Xinghui Zhong, Xueyu Zhu
An efficient solver for cumulative density function-based solutions of uncertain kinematic wave models. J. Comput. Phys. 382 (2019)
Xiu Yang, Xueyu Zhu, Jing Li
When Bifidelity Meets CoKriging: An Efficient Physics-Informed Multifidelity Method. CoRR (2018)
Xueyu Zhu, Erin M. Linebarger, Dongbin Xiu
Multi-fidelity stochastic collocation method for computation of statistical moments. J. Comput. Phys. 341 (2017)
Shi Jin, Dongbin Xiu, Xueyu Zhu
A Well-Balanced Stochastic Galerkin Method for Scalar Hyperbolic Balance Laws with Random Inputs. J. Sci. Comput. 67 (3) (2016)
Shi Jin, Dongbin Xiu, Xueyu Zhu
Asymptotic-preserving methods for hyperbolic and transport equations with random inputs and diffusive scalings. J. Comput. Phys. 289 (2015)
Jan S. Hesthaven, Shun Zhang, Xueyu Zhu
Reduced Basis Multiscale Finite Element Methods for Elliptic Problems. Multiscale Model. Simul. 13 (1) (2015)
Jan S. Hesthaven, Shun Zhang, Xueyu Zhu
High-Order Multiscale Finite Element Method for Elliptic Problems. Multiscale Model. Simul. 12 (2) (2014)
Xueyu Zhu, Akil Narayan, Dongbin Xiu
Computational Aspects of Stochastic Collocation with Multifidelity Models. SIAM/ASA J. Uncertain. Quantification 2 (1) (2014)
Khosro Shahbazi, Jan S. Hesthaven, Xueyu Zhu
Multi-dimensional hybrid Fourier continuation-WENO solvers for conservation laws. J. Comput. Phys. 253 (2013)