Published
Linear-Map-Based Tensor CUR Decomposition for Robust Video Foreground-Background Separation
Susana López-Moreno, June-Ho Lee, Taehyeong Kim
https://ieeexplore.ieee.org/document/11599480
IEEE Signal Processing Letters (2026-07-08)
On the Computation of Tensor Functions under Tensor-Tensor Multiplications with Linear Maps
Jeong-Hoon Ju, Susana López-Moreno
https://doi.org/10.1002/nla.70096
Numerical Linear Algebra with Applications (2026-06-20)
Submitted
CheMLFlow: An Open-Source Platform for Cheminformatics and Materials Informatics Applications
Brendan Smith, Susana López-Moreno*, Eric Dolores-Cuenca, Sangil Kim, Jose L. Mendoze-Cortes, Nijamudheen Abdulrahiman
https://arxiv.org/abs/2608.04942 (2026)
PCA-Enhanced Adaptive NVAR Framework for High-Resolution Sea Surface Temperature Forecasting in the East Sea
Azimov Sherkhon, Susana López-Moreno, Eric Dolores-Cuenca, JinYong Choi, Sangil Kim
https://arxiv.org/abs/2606.12141 (2026)
Hamiltonian and Symplectic Tensors in the T-product Algebra
Susana López-Moreno, Taehyeong Kim
https://arxiv.org/abs/2605.20829 (2026)
Standardization of Post-Publication Code Verification by Journals is Possible with the Support of the Community
Susana López-Moreno, Eric Dolores-Cuenca, Sangil Kim
https://arxiv.org/abs/2601.07189 (2026)
Adaptive Nonlinear Vector Autoregression: Robust Forecasting for Noisy Chaotic Time Series
Azimov Sherkhon, Susana López-Moreno, Eric Dolores-Cuenca, Sieun Lee, Jae-Il Kwon, Sangil Kim
https://arxiv.org/abs/2507.08738 (2025)
Order Theory in the Context of Machine Learning
Eric Dolores-Cuenca, Aldo Guzmán-Sáenz, Sangil Kim, Susana López-Moreno*, Jose Mendoza-Cortes
https://arxiv.org/abs/2412.06097 (2024)
* Equal contribution
Theses
Tensor Decompositions and Means under the Linear-Map-Based Tensor Multiplication for Data Representation
PhD thesis under Professor Hyun-Min Kim and Professor Sangil Kim, Pusan National University, South Korea
Study of Tensors in Linear Algebra
Masters thesis under Professor Hyun-Min Kim, Pusan National University, South Korea
Study of the behavior of Essentially Non Oscillatory methods for evolutionary convection-diffusion equations
Undergraduate degree thesis under Professor Julia Novo, Universidad Autónoma de Madrid, Spain