Publications
Publicações

Publications

New Trends in Lyapunov Exponents

Springer International Publishing | 2023

João Lopes Dias

Pedro Duarte

José Gaivão

Silvius Klein

Telmo Peixe

Jaqueline Siqueira

DOI

Dynamics of Interacting Monomial Scalar Field Potentials and Perfect Fluids

Journal of Dynamics and Differential Equations | 2023

Artur Alho

Vitor Bessa

DOI

Some identities for balancing and Lucas-balancing numbers in bidimensional version

Paula Catarino

María Espinar

Exploring the Influence of Various Factors on Salaries: A Regression Analysis Approach

XXVI Congresso da Sociedade Portuguesa de Estatística (SPE2023) | 2023

Ana Pedrosa

Ana Borges

José M Soares

Pedro Pacheco

Big Data analysis of solar radiation patterns in the Colombian Caribbean region

XXVI Congresso da Sociedade Portuguesa de Estatística (SPE2023) | 2023

G. Carrascal

J. Plaza

Enhancing gait analysis through transformation-based multiple linear regression normalization

XXVI Congresso da Sociedade Portuguesa de Estatística (SPE2023) | 2023

BÁRBARA ARAÚJO

Estela Bicho

Wolfram Erlhagen

Optimization of Traffic Lights Using Supervised Learning

D. Carrilho

M. Fernanda P. Costa

DOI

Matérn Correlation and Stochastic Partial Differential Equation

Lisbon Young Mathematicians Conference 2023 | 2023
DOI

Improved decay estimates and C²-asymptotic stability of solutions to the Einstein-scalar field system in spherical symmetry

Journal of Hyperbolic Differential Equations | 2023

João Costa

Rodrigo Duarte

DOI

Pharmacokinetic/Pharmacodynamic anesthesia model incorporating psi-Caputo fractional derivatives

Hanaa Zitane

Delfim Torres

DOI

Optimal control and biomathematics: modeling, control and optimization

An Analytic Method to Determine the Optimal Time for the Induction Phase of Anesthesia

Cristiana Silva

Delfim Torres

DOI

Not All Roses: The Impact of Neural Networks for Hydropower Plant Management in Agriculture

ECAI 2023 Workshop on Artificial Intelligence for Sustainability | 2023

M. Fernanda P. Costa

Enhancing Continuous Time Series Modelling with a Latent ODE-LSTM Approach

DOI

A Suite of XAI techniques for Understanding Neural Ordinary Differential Equations

C. Coelho

M. Fernanda P. Costa

A Filter-based Neural ODE Approach for Modelling Natural Systems with Prior Knowledge Constraints

M. Fernanda P. Costa

DOI

A Study on Adaptive Penalty Functions in Neural ODEs for Real Systems Modeling

21st International Conference of Numerical Analysis and Applied Mathematics | 2023

M. Fernanda P. Costa

Improving Neural ODEs Explainability: A Two-Stage Training Method for Modeling Constrained Natural Systems

European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases, Turin, Italy (Accepted) | 2023

M. Fernanda P. Costa

A Self-Adaptive Penalty Method for Integrating Prior Knowledge Constraints into Neural ODEs

European Conference on Artificial Intelligence (ECAI) | 2023

M. Fernanda P. Costa

Numerical simulations of suspensions of rigid spheres in shear-thinning viscoelastic fluids

Physics of Fluids | 2023

O. Ayar

C. Fernandes

M. Alves

DOI

New insights into the extended and generalised PTT constitutive differential equations: weak flows

Fluid Dynamics Research | 2023

A Afonso

DOI

A generalised distributed‐order Maxwell model

Mathematical Methods in the Applied Sciences | 2023

M. Morgado

Magda Rebelo

DOI

Whitney–Sullivan Constructions for Transitive Lie Algebroids–Smooth Case

A. Mishchenko

DOI

A generalização da forma matricial híbrida das sequências de Leonardo, Padovan, Perrin e Narayana

C.Q.D. - Revista Eletrônica Paulista de Matemática | 2023

Renata Vieira

Milena Mangueira

Francisco Alves

DOI