2 papers
cs.LG2025
KAN-Matrix: Visualizing Nonlinear Pairwise and Multivariate Contributions for Physical Insight
Luis A. De la Fuente, Hernan A. Moreno, Laura V. Alvarez +1
Interpreting complex datasets remains a major challenge for scientists, particularly due to high dimensionality and collinearity among variables. We introduce a novel application o…
cs.LG2025
Interpretable Machine Learning for Reservoir Water Temperatures in the U.S. Red River Basin of the South
Isabela Suaza-Sierra, Hernan A. Moreno, Luis A De la Fuente +1
Accurate prediction of Reservoir Water Temperature (RWT) is vital for sustainable water management, ecosystem health, and climate resilience. Yet, prediction alone offers limited i…