2 papers
math.NA2026
RUNNs: Ritz-Uzawa Neural Networks for Solving Variational Problems
Pablo Herrera, Jamie M. Taylor, Carlos Uriarte +3
Solving Partial Differential Equations (PDEs) using neural networks presents different challenges, including integration errors and spectral bias, often leading to poor approximati…
physics.soc-ph2025
Consensus as cooling: a granular gas model for continuous opinions on structured networks
Carlos Uriarte, Pablo Rodriguez-Lopez, Nagi Khalil
A continuous-opinion model accounting for the social compromise propensity is theoretically and numerically analysed. An agent's opinion is represented by a real number that can be…