Victor Churchill

Publication Activity (10 Years)

Years Active: 2019-2024
Publications (10 Years): 12

Top Topics

Phase History Data

Partial Differential Equations

Ambrosio Tortorelli

Top Venues

J. Comput. Phys.

SIAM/ASA J. Uncertain. Quantification

J. Sci. Comput.

Publications

Victor Churchill
Principal Component Flow Map Learning of PDEs from Incomplete, Limited, and Noisy Data. CoRR (2024)
Victor Churchill, Dongbin Xiu
Flow Map Learning for Unknown Dynamical Systems: Overview, Implementation, and Benchmarks. CoRR (2023)
Victor Churchill, Steve Manns, Zhen Chen, Dongbin Xiu
Robust modeling of unknown dynamical systems via ensemble averaged learning. J. Comput. Phys. 474 (2023)
Victor Churchill, Yuan Chen, Zhongshu Xu, Dongbin Xiu
DNN modeling of partial differential equations with incomplete data. J. Comput. Phys. 493 (2023)
Victor Churchill, Dongbin Xiu
Learning Fine Scale Dynamics from Coarse Observations via Inner Recurrence. CoRR (2022)
Victor Churchill, Dongbin Xiu
Deep Learning of Chaotic Systems from Partially-Observed Data. CoRR (2022)
Zhen Chen, Victor Churchill, Kailiang Wu, Dongbin Xiu
Deep neural network modeling of unknown partial differential equations in nodal space. J. Comput. Phys. 449 (2022)
Victor Churchill, Steve Manns, Zhen Chen, Dongbin Xiu
Robust Modeling of Unknown Dynamical Systems via Ensemble Averaged Learning. CoRR (2022)
Victor Churchill, Anne Gelb
Sampling-based Spotlight SAR Image Reconstruction from Phase History Data for Speckle Reduction and Uncertainty Quantification. SIAM/ASA J. Uncertain. Quantification 10 (1) (2022)
Zhen Chen, Victor Churchill, Kailiang Wu, Dongbin Xiu
Deep Neural Network Modeling of Unknown Partial Differential Equations in Nodal Space. CoRR (2021)
Victor Churchill
Use of convexity in contour detection. CoRR (2019)
Victor Churchill, Anne Gelb
Detecting Edges from Non-uniform Fourier Data via Sparse Bayesian Learning. J. Sci. Comput. 80 (2) (2019)