activity
20192025
most citedTowards Optimally Weighted Physics-Informed Neural Networks in Ocean Modelling

20 citations · 52 across the 5 of their papers we have counts for

collaborators

6 papers

math.AP2025

Simultaneous reconstruction of two potentials for a nonconservative Schrödinger equation with dynamic boundary conditions

Hugo Carrllo, Alberto Mercado, Roberto Morales

In this article, we consider an inverse problem involving the simultaneous reconstruction of two real valued potentials for a Schrödinger equation with mixed boundary conditions: a…

math.NA2022★ 12 cited

Well-balanced adaptive compact approximate Taylor methods for systems of balance laws

H. Carrillo, E. Macca, C. Pares +1

Compact Approximate Taylor (CAT) methods for systems of conservation laws were introduced by Carrillo and Pares in 2019. These methods, based on a strategy that allows one to exten…

cs.LG2021★ 20 cited

Towards Optimally Weighted Physics-Informed Neural Networks in Ocean Modelling

Taco de Wolff, Hugo Carrillo, Luis Martí +1

The carbon pump of the world's ocean plays a vital role in the biosphere and climate of the earth, urging improved understanding of the functions and influences of the ocean for cl…

math.NA2020★ 20 cited

An order-adaptive compact approximation Taylor method for systems of conservation laws

H. Carrillo, E. Macca, G. Russo +2

We present a new family of high-order shock-capturing finite difference numerical methods for systems of conservation laws. These methods, called Adaptive Compact Approximation Tay…

math.NA2020

Lax Wendroff approximate Taylor methods with fast and optimized weighted essentially non-oscillatory reconstructions

Hugo Carrillo, Carlos Parés, David Zorío

The goal of this work is to introduce new families of shock-capturing high-order numerical methods for systems of conservation laws that combine Fast WENO (FWENO) and Optimal WENO…

math.NA2019

Compact Approximate Taylor methods for systems of conservation laws

Hugo Carrillo, Carlos Parés

A new family of high order methods for systems of conservation laws are introduced: the Compact Approximate Taylor (CAT) methods. These methods are based on centered (2p + 1)-point…