Luís L. Ferrás

Orcid: 0000-0001-5477-3226

Affiliations:
  • University of Minho, Centre of Mathematics, Braga, Portugal
  • University of Porto, Department of Mechanical Engineering - Section of Mathematics, Portugal


According to our database1, Luís L. Ferrás authored at least 14 papers between 2014 and 2024.

Collaborative distances:
  • Dijkstra number2 of six.
  • Erdős number3 of four.

Timeline

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Bibliography

2024
An Adaptive Hydropower Management Approach for Downstream Ecosystem Preservation.
CoRR, 2024

Neural Fractional Differential Equations.
CoRR, 2024

A Two-Stage Training Method for Modeling Constrained Systems With Neural Networks.
CoRR, 2024

Enhancing continuous time series modelling with a latent ODE-LSTM approach.
Appl. Math. Comput., 2024

Tracing Footprints: Neural Networks Meet Non-integer Order Differential Equations For Modelling Systems with Memory.
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.
CoRR, 2023

Neural Chronos ODE: Unveiling Temporal Patterns and Forecasting Future and Past Trends in Time Series Data.
CoRR, 2023

Prior knowledge meets Neural ODEs: a two-stage training method for improved explainability.
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.
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.
Math. Comput. Sci., 2021

A Numerical Method for the Transient Couette Flow of a Distributed-Order Viscoelastic Fluid.
Proceedings of the Computational Science and Its Applications - ICCSA 2021, 2021

Optimisation Approach for Parameter Estimation of the Generalised PTT Viscoelastic Model.
Proceedings of the Computational Science and Its Applications - ICCSA 2021, 2021

Object Detection with RetinaNet on Aerial Imagery: The Algarve Landscape.
Proceedings of the Computational Science and Its Applications - ICCSA 2021, 2021

2014
A Numerical Method for the Solution of the Time-Fractional Diffusion Equation.
Proceedings of the Computational Science and Its Applications - ICCSA 2014 - 14th International Conference, Guimarães, Portugal, June 30, 2014


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