Maria Fernanda Pires da Costa
AuthID: R-000-BE1
1
TITLE: Neural fractional differential equations
AUTHORS: Coelho, C.; Costa, M. Fernanda P.; Ferras, L. L.;
PUBLISHED: 2025, SOURCE: APPLIED MATHEMATICAL MODELLING, VOLUME: 144
AUTHORS: Coelho, C.; Costa, M. Fernanda P.; Ferras, L. L.;
PUBLISHED: 2025, SOURCE: APPLIED MATHEMATICAL MODELLING, VOLUME: 144
2
TITLE: A Two-Stage Training Method for Modeling Constrained Systems With Neural Networks Full Text
AUTHORS: Coelho, C.; Costa, M. Fernanda P.; Ferras, L. L. ;
PUBLISHED: 2025, SOURCE: JOURNAL OF FORECASTING
AUTHORS: Coelho, C.; Costa, M. Fernanda P.; Ferras, L. L. ;
PUBLISHED: 2025, SOURCE: JOURNAL OF FORECASTING
3
TITLE: XNODE: A XAI Suite to Understand Neural Ordinary Differential Equations Full Text
AUTHORS: Coelho, Cecilia; da Costa, Maria Fernanda Pires; Ferras, Luis L.;
PUBLISHED: 2025, SOURCE: AI, VOLUME: 6, ISSUE: 5
AUTHORS: Coelho, Cecilia; da Costa, Maria Fernanda Pires; Ferras, Luis L.;
PUBLISHED: 2025, SOURCE: AI, VOLUME: 6, ISSUE: 5
4
TITLE: Methodologies for Improved Optimisation of the Derivative Order and Neural Network Parameters in Neural FDE Models
AUTHORS: Cecília Coelho; Fernanda F P Costa; Oliver Niggemann; Luís L Ferrás;
PUBLISHED: 2025, SOURCE: Fractal and Fractional, VOLUME: 9, ISSUE: 7
AUTHORS: Cecília Coelho; Fernanda F P Costa; Oliver Niggemann; Luís L Ferrás;
PUBLISHED: 2025, SOURCE: Fractal and Fractional, VOLUME: 9, ISSUE: 7
5
TITLE: Optimal Control of a Coastal Ecosystem Through Neural Ordinary Differential Equations
AUTHORS: Coelho, C.; Costa, M. Fernanda P.; Ferras, L. L. ;
PUBLISHED: 2024, SOURCE: 1st ECAI Workshop on Machine Learning Meets Differential Equations (ML-DE) - From Theory to Applications in 1ST ECAI WORKSHOP ON MACHINE LEARNING MEETS DIFFERENTIAL EQUATIONS: FROM THEORY TO APPLICATIONS, VOLUME: 255
AUTHORS: Coelho, C.; Costa, M. Fernanda P.; Ferras, L. L. ;
PUBLISHED: 2024, SOURCE: 1st ECAI Workshop on Machine Learning Meets Differential Equations (ML-DE) - From Theory to Applications in 1ST ECAI WORKSHOP ON MACHINE LEARNING MEETS DIFFERENTIAL EQUATIONS: FROM THEORY TO APPLICATIONS, VOLUME: 255
INDEXED IN: 
Scopus 
WOS
Scopus WOS7
TITLE: Preface of the Symposium: Numerical Optimization and Applications Full Text
AUTHORS: Pereira, AI ; Costa, MF;
PUBLISHED: 2019, SOURCE: International Conference on Numerical Analysis and Applied Mathematics 2018, ICNAAM 2018 in AIP Conference Proceedings, VOLUME: 2116
AUTHORS: Pereira, AI ; Costa, MF;
PUBLISHED: 2019, SOURCE: International Conference on Numerical Analysis and Applied Mathematics 2018, ICNAAM 2018 in AIP Conference Proceedings, VOLUME: 2116
8
TITLE: Preface of the "symposium on Numerical Optimization and Applications" Full Text
AUTHORS: Pereira, AI ; Costa, MFP;
PUBLISHED: 2017, SOURCE: International Conference of Numerical Analysis and Applied Mathematics 2016, ICNAAM 2016 in AIP Conference Proceedings, VOLUME: 1863
AUTHORS: Pereira, AI ; Costa, MFP;
PUBLISHED: 2017, SOURCE: International Conference of Numerical Analysis and Applied Mathematics 2016, ICNAAM 2016 in AIP Conference Proceedings, VOLUME: 1863
9
TITLE: Preface of the "symposium on Numerical Optimization and Applications" Full Text
AUTHORS: Pereira, AI ; Costa, MF;
PUBLISHED: 2016, SOURCE: International Conference of Numerical Analysis and Applied Mathematics 2015, ICNAAM 2015 in AIP Conference Proceedings, VOLUME: 1738
AUTHORS: Pereira, AI ; Costa, MF;
PUBLISHED: 2016, SOURCE: International Conference of Numerical Analysis and Applied Mathematics 2015, ICNAAM 2015 in AIP Conference Proceedings, VOLUME: 1738
10
TITLE: Preface of the "symposium on numerical optimization and applications" Full Text
AUTHORS: Pereira, AI ; Costa, MF;
PUBLISHED: 2015, SOURCE: International Conference on Numerical Analysis and Applied Mathematics 2014, ICNAAM 2014 in AIP Conference Proceedings, VOLUME: 1648
AUTHORS: Pereira, AI ; Costa, MF;
PUBLISHED: 2015, SOURCE: International Conference on Numerical Analysis and Applied Mathematics 2014, ICNAAM 2014 in AIP Conference Proceedings, VOLUME: 1648
