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Derek DeSantis
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Year
Factorizations of binary matrices–rank relations and the uniqueness of Boolean decompositions
D DeSantis, E Skau, B Alexandrov
arXiv preprint arXiv:2012.10496, 2020
12*2020
Permutation pattern avoidance and the Catalan triangle
D Desantis, R Field, W Hough, B Jones, R Meissen, J Ziefle
Missouri Journal of Mathematical Sciences 25 (1), 50-60, 2013
62013
Nonnegative canonical polyadic decomposition with rank deficient factors
B Alexandrov, D DeSantis, G Manzini, E Skau
arXiv preprint arXiv:1909.07570 3, 2019
52019
Nonnegative canonical tensor decomposition with linear constraints: nnCANDELINC
B Alexandrov, DF DeSantis, G Manzini, EW Skau
Numerical Linear Algebra with Applications 29 (6), e2443, 2022
42022
Boolean matrix factorization via nonnegative auxiliary optimization
DP Truong, E Skau, D Desantis, B Alexandrov
IEEE Access 9, 117169-117177, 2021
42021
Operator algebras generated by left invertibles
D DeSantis
The University of Nebraska-Lincoln, 2019
22019
High-order Tensor-Train Finite Volume Method for Shallow Water Equations
ME Danis, DP Truong, D DeSantis, M Petersen, KO Rasmussen, ...
arXiv preprint arXiv:2408.03483, 2024
12024
Transfer Operator Framework for Earth System Predictability and Water Cycle Extremes
AT Rupe, VV Vesselinov, BT Nadiga, DF DeSantis, M Anghel
Los Alamos National Laboratory (LANL), Los Alamos, NM (United States), 2021
12021
Coarse-grain cluster analysis of tensors with application to climate biome identification
D DeSantis, PJ Wolfram, K Bennett, B Alexandrov
Machine Learning: Science and Technology 1 (4), 045020, 2020
12020
Causal Discovery in Nonlinear Dynamical Systems using Machine Learning Based on Koopman Operators
D DeSantis, A Rupe, J Lu, PM Kooloth, C Bakker, C Ainslie, ...
105th AMS Annual Meeting, 2025
2025
Drivers and Impacts of Variability in Ocean Heat Transport Towards the Arctic in the CMIP6 Ensemble
W Weijer, M Veneziani, G D'Angelo, D DeSantis, AK Jonko, S Molodtsov, ...
AGU24, 2024
2024
KOopman Operator Learning: A KOOL model for long term stable prediction of dynamical systems
D Chakraborty, C Ainslie, D DeSantis, A Mohan, A Chattopadhyay, ...
Bulletin of the American Physical Society, 2024
2024
Space-Time Spectral Element Tensor Network Approach for Time Dependent Convection Diffusion Reaction Equation with Variable Coefficients
D Adak, DP Truong, R Vuchkov, S De, D DeSantis, NV Roberts, ...
arXiv preprint arXiv:2411.04026, 2024
2024
Nonlocal, Pattern-aware Response and Feedback Framework for Regional Climate Change
P Kooloth, J Lu, Y Huang, D DeSantis, Y Huo, F Liu, H Wang
arXiv preprint arXiv:2410.22450, 2024
2024
Causal Discovery in Nonlinear Dynamical Systems using Koopman Operators
A Rupe, D DeSantis, C Bakker, P Kooloth, J Lu
arXiv preprint arXiv:2410.10103, 2024
2024
High-order Tensor-Train Finite Volume Method for Shallow Water Equations
M Engin Danis, DP Truong, D DeSantis, M Petersen, KO Rasmussen, ...
arXiv e-prints, arXiv: 2408.03483, 2024
2024
How optimal control of polar sea-ice depends on its tipping points
P Kooloth, J Lu, C Bakker, D DeSantis, A Rupe
arXiv preprint arXiv:2407.17357, 2024
2024
Studying the Impact of Latent Representations in Implicit Neural Networks for Scientific Continuous Field Reconstruction
W Xu, DF DeSantis, X Luo, A Parmar, K Tan, B Nadiga, Y Ren, S Yoo
arXiv preprint arXiv:2404.06418, 2024
2024
Control of an Energy Balance Model around Sea-Ice Tipping Points
PM Kooloth, J Lu, CKR Bakker, D DeSantis, A Rupe
AGU23, 2023
2023
Configurational Integrals Solved by Tensorization [Slides]
B Alexandrov, DP Truong, DF DeSantis, BT Nebgen
Los Alamos National Laboratory (LANL), Los Alamos, NM (United States), 2023
2023
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