Follow
Victor Churchill
Victor Churchill
Department of Mathematics, Trinity College
Verified email at trincoll.edu - Homepage
Title
Cited by
Cited by
Year
Deep neural network modeling of unknown partial differential equations in nodal space
Z Chen, V Churchill, K Wu, D Xiu
Journal of Computational Physics 449, 110782, 2022
412022
Edge-adaptive l2 regularization image reconstruction from non-uniform Fourier data
V Churchill, R Archibald, A Gelb
Inverse Problems and Imaging 13 (5), 931-958, 2019
142019
Deep Learning of Chaotic Systems from Partially-Observed Data
V Churchill, D Xiu
Journal of Machine Learning for Modeling and Computing 3 (3), 97-119, 2022
92022
Robust modeling of unknown dynamical systems via ensemble averaged learning
V Churchill, S Manns, Z Chen, D Xiu
Journal of Computational Physics 474, 111842, 2023
82023
Flow Map Learning for Unknown Dynamical Systems: Overview, Implementation, and Benchmarks
V Churchill, D Xiu
Journal of Machine Learning for Modeling and Computing 4 (2), 2023
72023
Detecting edges from non-uniform fourier data via sparse bayesian learning
V Churchill, A Gelb
Journal of Scientific Computing 80 (2), 762-783, 2019
72019
Sampling-based Spotlight SAR Image Reconstruction from Phase History Data for Speckle Reduction and Uncertainty Quantification
V Churchill, A Gelb
SIAM/ASA Journal on Uncertainty Quantification 10 (3), 1225-1249, 2022
62022
Image reconstruction enhancement via masked regularization
V Churchill, A Gelb
arXiv preprint arXiv:1902.00092, 2019
42019
DNN modeling of partial differential equations with incomplete data
V Churchill, Y Chen, Z Xu, D Xiu
Journal of Computational Physics 493, 112502, 2023
32023
Sub-aperture SAR imaging with uncertainty quantification
V Churchill, A Gelb
Inverse Problems 39 (5), 054004, 2023
32023
Estimation and uncertainty quantification for piecewise smooth signal recovery
V Churchill, A Gelb
Journal of Computational Mathematics 41 (2), 246-262, 2023
32023
Edge-masked CT image reconstruction from limited data
V Churchill, A Gelb
15th International Meeting on Fully Three-Dimensional Image Reconstruction …, 2019
22019
Total variation Bayesian learning via synthesis
V Churchill, A Gelb
arXiv preprint arXiv:1905.01199, 2019
22019
Learning Fine Scale Dynamics from Coarse Observations via Inner Recurrence
V Churchill, D Xiu
Journal of Machine Learning for Modeling and Computing 3 (3), 61-77, 2022
12022
Use of convexity in contour detection
V Churchill
arXiv preprint arXiv:1905.13187, 2019
12019
Principal Component Flow Map Learning of PDEs from Incomplete, Limited, and Noisy Data
V Churchill
arXiv preprint arXiv:2407.10854, 2024
2024
Unraveling Consumer Purchase Journey Using Neural Network Models
V Churchill, HA Li, D Xiu
Journal of Machine Learning for Modeling and Computing 5 (1), 2024
2024
The system can't perform the operation now. Try again later.
Articles 1–17