C. Coelho

PhD student, Universidade do Minho

Joined

February 2023

Names

C. Coelho (Preferred)

Emails

****@gmail.com (Confirmed)

****@cmat.uminho.pt (Confirmed)

Personal Links

Career & Education History

PhD student

Universidade do Minho (uminho.pt)

2022 – Present

MS student

Universidade do Minho (uminho.pt)

2018 – 2020

Undergrad student

Universidade do Minho (uminho.pt)

2015 – 2018

Advisors, Relations & Conflicts

No relations added

Expertise

deep learning

Present

optimization

Present

scientific-machine learning

Present

Publications

Consistency Matters: Neural ODE Parameters are Dependent on the Training Numerical Method
C. Coelho, M.Fernanda P. Costa, Luís L. Ferrás
- AI4DiffEqtnsInSci @ ICLR 2024 Poster
- Readers: Everyone
Tracing Footprints: Neural Networks Meet Non-integer Order Differential Equations For Modelling Systems with Memory
C. Coelho, M.Fernanda P. Costa, Luís L. Ferrás
- Tiny Papers @ ICLR 2024 Present
- Readers: Everyone
Prior knowledge meets Neural ODEs: a two-stage training method for improved explainability
C. Coelho, M. Fernanda P. Costa, L. L. Ferrás
- 01 Mar 2023 (modified: 15 May 2023)
- Submitted to Tiny Papers @ ICLR 2023
- Readers: Everyone
The Influence of Neural Networks on Hydropower Plant Management in Agriculture: Addressing Challenges and Exploring Untapped Opportunities
C. Coelho, M. Fernanda P. Costa, Luis L. Ferrás
- Published: 01 Jan 2023, Last Modified: 01 Dec 2023
- CoRR 2023
- Readers: Everyone
Neural Chronos ODE: Unveiling Temporal Patterns and Forecasting Future and Past Trends in Time Series Data
C. Coelho, M. Fernanda P. Costa, Luis L. Ferrás
- Published: 01 Jan 2023, Last Modified: 01 Dec 2023
- CoRR 2023
- Readers: Everyone
A Self-Adaptive Penalty Method for Integrating Prior Knowledge Constraints into Neural ODEs
C. Coelho, M. Fernanda P. Costa, Luis L. Ferrás
- Published: 01 Jan 2023, Last Modified: 01 Dec 2023
- CoRR 2023
- Readers: Everyone
Enhancing Continuous Time Series Modelling with a Latent ODE-LSTM Approach
C. Coelho, M. Fernanda P. Costa, Luis L. Ferrás
- Published: 01 Jan 2023, Last Modified: 01 Dec 2023
- CoRR 2023
- Readers: Everyone
Prior knowledge meets Neural ODEs: a two-stage training method for improved explainability
C. Coelho, M. Fernanda P. Costa, Luis L. Ferrás
- Published: 01 Jan 2023, Last Modified: 01 Dec 2023
- Tiny Papers @ ICLR 2023
- Readers: Everyone
Object Detection with RetinaNet on Aerial Imagery: The Algarve Landscape
C. Coelho, M. Fernanda P. Costa, Luis L. Ferrás, Ana Jacinta Soares
- Published: 01 Jan 2021, Last Modified: 01 Dec 2023
- ICCSA (2) 2021
- Readers: Everyone
Optimisation Approach for Parameter Estimation of the Generalised PTT Viscoelastic Model
M. Fernanda P. Costa, C. Coelho, Luis L. Ferrás
- Published: 01 Jan 2021, Last Modified: 01 Dec 2023
- ICCSA (4) 2021
- Readers: Everyone

C. Coelho

Names

Emails

Personal Links

Career & Education History

Advisors, Relations & Conflicts

Expertise

Publications

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