Victor Churchill

13 papers Journal 13

Year	Rank	Type	Title / Venue / Authors
2025	J	`jnl`	Principal component flow map learning of PDEs from incomplete, limited, and noisy data. J. Comput. Phys. Victor Churchill
2024	J	`jnl`	Principal Component Flow Map Learning of PDEs from Incomplete, Limited, and Noisy Data. CoRR Victor Churchill
2023	J	`jnl`	DNN modeling of partial differential equations with incomplete data. J. Comput. Phys. Victor Churchill, Yuan Chen, Zhongshu Xu, Dongbin Xiu
2023	J	`jnl`	Flow Map Learning for Unknown Dynamical Systems: Overview, Implementation, and Benchmarks. CoRR Victor Churchill, Dongbin Xiu
2023	J	`jnl`	Robust modeling of unknown dynamical systems via ensemble averaged learning. J. Comput. Phys. Victor Churchill, Steve Manns, Zhen Chen, Dongbin Xiu
2022	J	`jnl`	Deep Learning of Chaotic Systems from Partially-Observed Data. CoRR Victor Churchill, Dongbin Xiu
2022	J	`jnl`	Deep neural network modeling of unknown partial differential equations in nodal space. J. Comput. Phys. Zhen Chen, Victor Churchill, Kailiang Wu, Dongbin Xiu
2022	J	`jnl`	Learning Fine Scale Dynamics from Coarse Observations via Inner Recurrence. CoRR Victor Churchill, Dongbin Xiu
2022	J	`jnl`	Robust Modeling of Unknown Dynamical Systems via Ensemble Averaged Learning. CoRR Victor Churchill, Steve Manns, Zhen Chen, Dongbin Xiu
2022	J	`jnl`	Sampling-based Spotlight SAR Image Reconstruction from Phase History Data for Speckle Reduction and Uncertainty Quantification. SIAM/ASA J. Uncertain. Quantification Victor Churchill, Anne Gelb
2021	J	`jnl`	Deep Neural Network Modeling of Unknown Partial Differential Equations in Nodal Space. CoRR Zhen Chen, Victor Churchill, Kailiang Wu, Dongbin Xiu
2019	J	`jnl`	Detecting Edges from Non-uniform Fourier Data via Sparse Bayesian Learning. J. Sci. Comput. Victor Churchill, Anne Gelb
2019	J	`jnl`	Use of convexity in contour detection. CoRR Victor Churchill