Cecília Eduarda Coelho Machado da Cruz Martins

PhD Student

University of Minho

cmartins@cmat.uminho.pt
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ORCID ResearchGate

Got a Degree in Physics at the University of Minho (2018) and a Master's Degree in Mathematics and Computation (2020), at University of Minho. 

Publications

A Self-Adaptive Penalty Method for Integrating Prior Knowledge Constraints into Neural ODEs

arXiv | 2023

M.P.F. Costa

Enhancing Continuous Time Series Modelling with a Latent ODE-LSTM Approach

arXiv | 2023

M.P.F. Costa

Neural Chronos ODE: Unveiling Temporal Patterns and Forecasting Future and Past Trends in Time Series Data

arXiv | 2023

M.P.F. Costa

Prior knowledge meets Neural ODEs: a two-stage training method for improved explainabilitty

Eleventh International Conference on Learning Representations | 2023

M. Fernanda P. Costa

Fractional Physics Informed Neural Networks with adaptive activation functions: a numerical study

Challenges in Numerical Analysis and Scientific Computing | 2022

M. Fernanda P. Costa