2 papers
cs.LG2025
Sparse Interpretable Deep Learning with LIES Networks for Symbolic Regression
Mansooreh Montazerin, Majd Al Aawar, Antonio Ortega +1
Symbolic regression (SR) aims to discover closed-form mathematical expressions that accurately describe data, offering interpretability and analytical insight beyond standard black…
q-bio.PE2024
Global Prediction of COVID-19 Variant Emergence Using Dynamics-Informed Graph Neural Networks
Majd Al Aawar, Srikar Mutnuri, Mansooreh Montazerin +1
During the COVID-19 pandemic, a major driver of new surges has been the emergence of new variants. When a new variant emerges in one or more countries, other nations monitor its sp…