C. Coelho

Publication Activity (10 Years)

Years Active: 2023-2024
Publications (10 Years): 11

Top Topics

Differential Equations

Temporal Patterns

Top Venues

Tiny Papers @ ICLR

Appl. Math. Comput.

Publications

C. Coelho, M. Fernanda P. Costa, Luís L. Ferrás
Enhancing continuous time series modelling with a latent ODE-LSTM approach. Appl. Math. Comput. 475 (2024)
C. Coelho, M. Fernanda P. Costa, Luís L. Ferrás
Tracing Footprints: Neural Networks Meet Non-integer Order Differential Equations For Modelling Systems with Memory. Tiny Papers @ ICLR (2024)
C. Coelho, M. Fernanda P. Costa, Luís L. Ferrás
Neural Fractional Differential Equations. CoRR (2024)
C. Coelho, M. Jing, M. Fernanda P. Costa, Luís L. Ferrás
An Adaptive Hydropower Management Approach for Downstream Ecosystem Preservation. CoRR (2024)
C. Coelho, M. Fernanda P. Costa, Luís L. Ferrás
A Two-Stage Training Method for Modeling Constrained Systems With Neural Networks. CoRR (2024)
C. Coelho, M. Fernanda P. Costa, Luis L. Ferrás
Enhancing Continuous Time Series Modelling with a Latent ODE-LSTM Approach. CoRR (2023)
C. Coelho, M. Fernanda P. Costa, Luis L. Ferrás
Neural Chronos ODE: Unveiling Temporal Patterns and Forecasting Future and Past Trends in Time Series Data. CoRR (2023)
C. Coelho, M. Fernanda P. Costa, Luis L. Ferrás
The Influence of Neural Networks on Hydropower Plant Management in Agriculture: Addressing Challenges and Exploring Untapped Opportunities. CoRR (2023)
C. Coelho, M. Fernanda P. Costa, Luís L. Ferrás
The Influence of Neural Networks on Hydropower Plant Management in Agriculture: Addressing Challenges and Exploring Untapped Opportunities. AI4KMES@ECAI (2023)
C. Coelho, M. Fernanda P. Costa, Luis L. Ferrás
Prior knowledge meets Neural ODEs: a two-stage training method for improved explainability. Tiny Papers @ ICLR (2023)
C. Coelho, M. Fernanda P. Costa, Luis L. Ferrás
A Self-Adaptive Penalty Method for Integrating Prior Knowledge Constraints into Neural ODEs. CoRR (2023)