Luís L. Ferrás

According to our database, Luís L. Ferrás authored at least 16 papers between 2014 and 2025.

Collaborative distances:

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

2025

Neural Chronos ODE: Modelling bidirectional temporal patterns in time-series data.

C. Coelho, M. Fernanda P. Costa, Luís L. Ferrás

Expert Syst. Appl., 2025

2024

An Adaptive Hydropower Management Approach for Downstream Ecosystem Preservation.

C. Coelho, M. Jing, M. Fernanda P. Costa, Luís L. Ferrás

CoRR, 2024

Neural Fractional Differential Equations.

C. Coelho, M. Fernanda P. Costa, Luís L. Ferrás

CoRR, 2024

A Two-Stage Training Method for Modeling Constrained Systems With Neural Networks.

C. Coelho, M. Fernanda P. Costa, Luís L. Ferrás

CoRR, 2024

Enhancing continuous time series modelling with a latent ODE-LSTM approach.

C. Coelho, M. Fernanda P. Costa, Luís L. Ferrás

Appl. Math. Comput., 2024

Tracing Footprints: Neural Networks Meet Non-integer Order Differential Equations For Modelling Systems with Memory.

C. Coelho, M. Fernanda P. Costa, Luís L. Ferrás

Proceedings of the Second Tiny Papers Track at ICLR 2024, 2024

2023

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

C. Coelho, M. Fernanda P. Costa, Luís L. Ferrás

CoRR, 2023

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

C. Coelho, M. Fernanda P. Costa, Luís L. Ferrás

CoRR, 2023

A Filter-Based Neural ODE Approach for Modelling Natural Systems with Prior Knowledge Constraints.

C. Coelho, M. Fernanda P. Costa, Luís L. Ferrás

Proceedings of the Machine Learning and Principles and Practice of Knowledge Discovery in Databases, 2023

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

C. Coelho, M. Fernanda P. Costa, Luís L. Ferrás

Proceedings of the First Tiny Papers Track at ICLR 2023, 2023

The Influence of Neural Networks on Hydropower Plant Management in Agriculture: Addressing Challenges and Exploring Untapped Opportunities.

C. Coelho, M. Fernanda P. Costa, Luís L. Ferrás

Proceedings of the Artificial Intelligence for Knowledge Management, Energy and Sustainability, 2023

2021

High-Order Methods for Systems of Fractional Ordinary Differential Equations and Their Application to Time-Fractional Diffusion Equations.

Luís L. Ferrás, Neville J. Ford, Maria Luísa Morgado, Magda Rebelo

Math. Comput. Sci., 2021

A Numerical Method for the Transient Couette Flow of a Distributed-Order Viscoelastic Fluid.

Luís L. Ferrás, Maria Luísa Morgado, Magda Rebelo

Proceedings of the Computational Science and Its Applications - ICCSA 2021, 2021

Optimisation Approach for Parameter Estimation of the Generalised PTT Viscoelastic Model.

M. Fernanda P. Costa, C. Coelho, Luís L. Ferrás

Proceedings of the Computational Science and Its Applications - ICCSA 2021, 2021

Object Detection with RetinaNet on Aerial Imagery: The Algarve Landscape.

C. Coelho, M. Fernanda P. Costa, Luís L. Ferrás, Ana Jacinta Soares

Proceedings of the Computational Science and Its Applications - ICCSA 2021, 2021

2014

A Numerical Method for the Solution of the Time-Fractional Diffusion Equation.

Luís L. Ferrás, Neville J. Ford, Maria Luísa Morgado, Magda Rebelo

Proceedings of the Computational Science and Its Applications - ICCSA 2014 - 14th International Conference, Guimarães, Portugal, June 30, 2014