Cristina P. Martin-Linares

According to our database, Cristina P. Martin-Linares authored at least 3 papers in 2023.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2023

Nonlinear dimensionality reduction then and now: AIMs for dissipative PDEs in the ML era.

Eleni D. Koronaki, Nikolaos Evangelou, Cristina P. Martin-Linares, Edriss S. Titi, Ioannis G. Kevrekidis

CoRR, 2023

Tasks Makyth Models: Machine Learning Assisted Surrogates for Tipping Points.

Gianluca Fabiani, Nikolaos Evangelou, Tianqi Cui, Juan M. Bello-Rivas, Cristina P. Martin-Linares, Constantinos I. Siettos, Ioannis G. Kevrekidis

CoRR, 2023

Physics-agnostic and Physics-infused machine learning for thin films flows: modeling, and predictions from small data.

Cristina P. Martin-Linares, Yorgos M. Psarellis, Georgios Karapetsas, Eleni D. Koronaki, Ioannis G. Kevrekidis

CoRR, 2023