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C. Coelho 0002

Cecília Eduarda Coelho Machado da Cruz Martins

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affiliation: University of Minho, Centre of Mathematics, Campus de Gualtar, Braga, Portugal

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2020 – today

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2024
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C. Coelho, M. Fernanda P. Costa, Luis L. Ferrás:
Enhancing continuous time series modelling with a latent ODE-LSTM approach. Appl. Math. Comput. 475: 128727 (2024)
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  - journals/corr/abs-2403-02730
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C. Coelho, M. Fernanda P. Costa, Luis L. Ferrás:
A Two-Stage Training Method for Modeling Constrained Systems With Neural Networks. CoRR abs/2403.02730 (2024)
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  - journals/corr/abs-2403-02737
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C. Coelho, M. Fernanda P. Costa, Luis L. Ferrás:
Neural Fractional Differential Equations. CoRR abs/2403.02737 (2024)
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  - journals/corr/abs-2403-02821
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C. Coelho, M. Jing, M. Fernanda P. Costa, Luis L. Ferrás:
An Adaptive Hydropower Management Approach for Downstream Ecosystem Preservation. CoRR abs/2403.02821 (2024)
2023
[c3]
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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
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  - journals/corr/abs-2307-01023
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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 abs/2307.01023 (2023)
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  - journals/corr/abs-2307-05126
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C. Coelho, M. Fernanda P. Costa, Luis L. Ferrás:
Enhancing Continuous Time Series Modelling with a Latent ODE-LSTM Approach. CoRR abs/2307.05126 (2023)
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  - journals/corr/abs-2307-14940
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C. Coelho, M. Fernanda P. Costa, Luis L. Ferrás:
A Self-Adaptive Penalty Method for Integrating Prior Knowledge Constraints into Neural ODEs. CoRR abs/2307.14940 (2023)
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  - journals/corr/abs-2311-13293
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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 abs/2311.13293 (2023)
2021
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M. Fernanda P. Costa, C. Coelho, Luis L. Ferrás:
Optimisation Approach for Parameter Estimation of the Generalised PTT Viscoelastic Model. ICCSA (4) 2021: 481-494
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C. Coelho, M. Fernanda P. Costa, Luis L. Ferrás, Ana Jacinta Soares:
Object Detection with RetinaNet on Aerial Imagery: The Algarve Landscape. ICCSA (2) 2021: 501-516

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