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ORCIDLuís L. Ferrás
Person information
- affiliation: University of Minho, Centre of Mathematics, Braga, Portugal
- affiliation: University of Porto, Department of Mechanical Engineering - Section of Mathematics, Portugal
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2020 – today
- 2024
[j2]C. Coelho
, M. Fernanda P. Costa, Luís L. Ferrás:
Enhancing continuous time series modelling with a latent ODE-LSTM approach. Appl. Math. Comput. 475: 128727 (2024)- [c7]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 - [i7]C. Coelho, M. Fernanda P. Costa, Luís L. Ferrás:
A Two-Stage Training Method for Modeling Constrained Systems With Neural Networks. CoRR abs/2403.02730 (2024) - [i6]C. Coelho, M. Fernanda P. Costa, Luís L. Ferrás:
Neural Fractional Differential Equations. CoRR abs/2403.02737 (2024) - [i5]C. Coelho, M. Jing, M. Fernanda P. Costa, Luís L. Ferrás:
An Adaptive Hydropower Management Approach for Downstream Ecosystem Preservation. CoRR abs/2403.02821 (2024) - 2023
- [c6]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: 150-160 - [c5]C. Coelho, M. Fernanda P. Costa, Luís L. Ferrás:
Prior knowledge meets Neural ODEs: a two-stage training method for improved explainability. Tiny Papers @ ICLR 2023 - [i4]C. Coelho, M. Fernanda P. Costa, Luís L. Ferrás:
Neural Chronos ODE: Unveiling Temporal Patterns and Forecasting Future and Past Trends in Time Series Data. CoRR abs/2307.01023 (2023) - [i3]C. Coelho, M. Fernanda P. Costa, Luís L. Ferrás:
Enhancing Continuous Time Series Modelling with a Latent ODE-LSTM Approach. CoRR abs/2307.05126 (2023) - [i2]C. Coelho, M. Fernanda P. Costa, Luís L. Ferrás:
A Self-Adaptive Penalty Method for Integrating Prior Knowledge Constraints into Neural ODEs. CoRR abs/2307.14940 (2023) - [i1]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. CoRR abs/2311.13293 (2023) - 2021
- [j1]Luís L. Ferrás, Neville J. Ford, Maria Luísa Morgado, Magda Rebelo:
High-Order Methods for Systems of Fractional Ordinary Differential Equations and Their Application to Time-Fractional Diffusion Equations. Math. Comput. Sci. 15(4): 535-551 (2021) - [c4]Luís L. Ferrás, Maria Luísa Morgado, Magda Rebelo:
A Numerical Method for the Transient Couette Flow of a Distributed-Order Viscoelastic Fluid. ICCSA (4) 2021: 411-421 - [c3]M. Fernanda P. Costa, C. Coelho, Luís L. Ferrás:
Optimisation Approach for Parameter Estimation of the Generalised PTT Viscoelastic Model. ICCSA (4) 2021: 481-494 - [c2]C. Coelho, M. Fernanda P. Costa, Luís L. Ferrás, Ana Jacinta Soares:
Object Detection with RetinaNet on Aerial Imagery: The Algarve Landscape. ICCSA (2) 2021: 501-516
2010 – 2019
- 2014
- [c1]Luís L. Ferrás, Neville J. Ford, Maria Luísa Morgado, Magda Rebelo:
A Numerical Method for the Solution of the Time-Fractional Diffusion Equation. ICCSA (1) 2014: 117-131
Coauthor Index
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