2 papers
cs.LG2024
Evaluating the Stability of Deep Learning Latent Feature Spaces
Ademide O. Mabadeje, Michael J. Pyrcz
High-dimensional datasets present substantial challenges in statistical modeling across various disciplines, necessitating effective dimensionality reduction methods. Deep learning…
cs.LG2023
A Critical Review of Physics-Informed Machine Learning Applications in Subsurface Energy Systems
Abdeldjalil Latrach, Mohamed Lamine Malki, Misael Morales +2
Machine learning has emerged as a powerful tool in various fields, including computer vision, natural language processing, and speech recognition. It can unravel hidden patterns wi…