Cristina P. Martin-Linares

According to our database, Cristina P. Martin-Linares authored at least 4 papers between 2023 and 2025.

Collaborative distances:

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

2025

Attribution-Guided Distillation of Matryoshka Sparse Autoencoders.

Cristina P. Martin-Linares, Jonathan P. Ling

CoRR, December, 2025

2024

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

J. Comput. Phys., 2024

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