Publications
Publicações

Publications

An Overview of Kriging and Cokriging Predictors for Functional Random Fields

Mathematics | 2023

Ramón Giraldo

Victor Leiva

DOI

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

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

M.P.F. Costa

New Trends in Lyapunov Exponents

Springer International Publishing | 2023

João Lopes Dias

Pedro Duarte

José Gaivão

Silvius Klein

Telmo Peixe

Jaqueline Siqueira

DOI

Existence and stability of a periodic solution of a general difference equation with applications to neural networks with a delay in the leakage terms

Communications in Nonlinear Science and Numerical Simulation | 2023

António Bento

César Silva

DOI

Quasi-Cauchy Regression Modeling for Fractiles Based on Data Supported in the Unit Interval

Fractal and Fractional | 2023

Raydonal Ospina

Victor Leiva

Jorge Figueroa-Zúñiga

DOI

Modelling landing per unit effort (LPUE) abundance of fish using functional data analysis

XXVI Congresso da Sociedade Portuguesa de Estatística | 2023

Manuel Oviedo-Fuente

Alexandra Silva

DOI

Geostatistical models for identifying juvenile fish hotspots in marine conservation

XXVI Congresso da Sociedade Portuguesa de Estatística | 2023

Francisco Gonçalves

Alexandra Silva

Daniela Silva

A Dias

On the hyperbolicity of the Krein space numerical range

Linear and Multilinear Algebra | 2023

N. Bebiano

R. Lemos

DOI

Advanced Mathematical Approaches in Psycholinguistic Data Analysis: A Methodological Insight

Fractal and Fractional | 2023

Victor Leiva

Maria Lourenço-Gomes

DOI

The role of the weight function in the generalised distributed-order Maxwell model: The case of a distributed-springpot and a dashpot

Applied Mathematical Modelling | 2023

M. Rebelo

M.L. Morgado

DOI

Neural Chronos ODE: Unveiling Temporal Patterns and Forecasting Future and Past Trends in Time Series Data

M.P.F. Costa

Flame dynamics of hydrogen/air mixture in a wavy micro-channel

International Journal of Hydrogen Energy | 2023

P.R. Resende

A.M. Afonso

DOI

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

European Conference on Artificial Intelligence (ECAI) | 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 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

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

M. Fernanda P. Costa

DOI

A Suite of XAI techniques for Understanding Neural Ordinary Differential Equations

C. Coelho

M. Fernanda P. Costa

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

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

ESTUDO DE SEQUÊNCIAS NUMÉRICAS PARA O ENSINO DE MATEMÁTICA

Revista Contrapontos | 2023

Renata Vieira

Francisco Alves

DOI

Two Experiences of Including Critical Thinking in Mathematics Courses

Maria Nascimento

DOI

Matérn Correlation and Stochastic Partial Differential Equation

Lisbon Young Mathematicians Conference 2023 | 2023
DOI

Neurological Disease Classification based on Gait Analysis through Transformation-Based Multiple Linear Regression Normalization

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

BÁRBARA ARAÚJO

Miguel Gago

Wolfram Erlhagen

Estela Bicho

On the Use of Machine Learning Techniques and Non-Invasive Indicators for Classifying and Predicting Cardiac Disorders

Biomedicines | 2023

Raydonal Ospina

Adenice Ferreira

Hélio Oliveira

Victor Leiva

DOI

On Hybrid Hyper k-Pell, k-Pell–Lucas, and Modified k-Pell Numbers

Axioms | 2023

Elen Spreafico

DOI

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

M.P.F. Costa

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

A robust finite difference method for confined and free surface flows with slip at the wall

Journal of Non-Newtonian Fluid Mechanics | 2023

G.S. Paulo

C. Viezel

DOI

Nonparametric estimation of the distribution of gap times for recurrent events

Statistical Methods & Applications | 2023

Luís Meira-Machado

DOI

Advanced Polymer Simulation and Processing Volume II

S. A. Faroughi

Luís Jorge Lima Ferrás

Alexandre Afonso

DOI

Advanced Polymer Simulation and Processing Volume I

S. A. Faroughi

Luís Jorge Lima Ferrás

Alexandre Afonso

DOI

A Primer on CFD-DEM for Polymer-Filled Suspensions

Applied Sciences | 2023

Alexandre Afonso

DOI

The Generalization of Gaussians and Leonardo's Octonions

Annales Mathematicae Silesianae | 2023

R.P.M. Vieira

M.C. Dos Santos Mangueira

F.R.V. Alves

DOI

A Note on k-Telephone and Incomplete k-Telephone Numbers

Springer Proceedings in Mathematics and Statistics | 2023

E. Morais

H. Campos

DOI

A Note on Special Matrices Involving k-Bronze Fibonacci Numbers

Springer Proceedings in Mathematics and Statistics | 2023

S. Ricardo

DOI

BIBLIOGRAPHIC REVIEW ON TEACHING ORTHOGONAL PROJECTIONS WITH 3D TECHNOLOGY

Cacilda Chivai

Armando Soares

DOI

Geodesic completeness of pseudo and holomorphic-Riemannian metrics on Lie groups

Nonlinear Analysis | 2023

Ahmed Elshafei

Helena Reis

DOI

New algorithm for solving pentadiagonal CUPL-Toeplitz linear systems

Computational and Applied Mathematics | 2023

Hcini Fahd

DOI

A study of the complexification process of the (s,t)-Perrin sequence

Notes on Number Theory and Discrete Mathematics | 2023

Renata Vieira

Francisco Al

DOI

Tutorial R Shiny

Hugo Costeira

João Gouveia

Pedro Martins

João Silva

Geoscientists' views about science communication: predicting willingness to communicate geoscience

Geoscience Communication | 2023

Joana Rodrigues

Elsa Costa e Silva

Diamantino Insua Pereira

Elsa Costa e Silva

D. I. Pereira

DOI

Inseparable Gershgorin discs and the existence of conjugate complex eigenvalues of real matrices

Linear and Multilinear Algebra | 2023

Charles Johnson

Frank Qiu

DOI

Using survey data to estimate the impact of the omicron variant on vaccine efficacy against COVID-19 infection

Scientific Reports | 2023

Jesús Rufino

Carlos Baquero

Davide Frey

Christin Glorioso

Antonio Ortega

Nina Reščič

Julian Roberts

DOI

A portfolio stock selection model based on expected utility, entropy and variance

Expert Systems with Applications | 2023
DOI

Cortisol reactivity and negative affect among preterm infants at 12 months during a mother-infant interaction task

Infant Behavior and Development | 2023

Vanessa Moutinho

Joana Baptista

Ana Mesquita

Dieter Wolke

Carolina Toscano

Carla Moreira

DOI

Meteorological Time Series: An Exploratory Statistical and Critical Analysis

F. Pereira

Marco Costa

Celina Leão

DOI

On circulant and skew-circulant splitting algorithms for (continuous) Sylvester equations

Computers & Mathematics with Applications | 2022

Zhongyun Liu

Fang Zhang

DOI