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Prior knowledge meets Neural ODEs: a two-stage training method for improved explainabilitty

Eleventh International Conference on Learning Representations (ICLR) | 2023

C. Coelho

M. Fernanda P. Costa

L.L. Ferrás

Adapting the sampling design of research surveys to improve the biomass estimation of secondary species—the case study of <i>Raja clavata</i>

ICES Journal of Marine Science | 2023

Daniela Silva

R Menezes

Bárbara Serra-Pereira

Manuela Azevedo

I Figueiredo

DOI

Presence-Only for Marked Point Process Under Preferential Sampling

Journal of Agricultural, Biological and Environmental Statistics | 2023

Guido Moreira

Raquel Menezes

Laura Wise

DOI

Navigation and docking maneuvers control of an autonomous omnidirectional platform in a dynamic internal logistics environment

João Correia

Luís Louro

Sergio Monteiro

Wolfram Erlhagen

Estela Bicho

DOI

Robust working memory in a two-dimensional continuous attractor network

Weronika Wojtak

Stephen Coombes

Daniele Avitabile

Estela Bicho

Wolfram Erlhagen

DOI

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

Fluid Dynamics Research | 2023

L Ferrás

A Afonso

DOI

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

International Journal of Hydrogen Energy | 2023

P.R. Resende

L.L. Ferrás

A.M. Afonso

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

L.L. Ferrás

DOI

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

C. Coelho

M.P.F. Costa

L.L. Ferrás

Fine-tuning pre-trained neural networks for medical image classification in small clinical datasets

Multimedia Tools and Applications | 2023

Newton Spolaôr

Huei Lee

Ana Mendes

Conceição Nogueira

Antonio Parmezan

Weber Takaki

Claudio Coy

DOI

Viscoelasticity: Mathematical Modelling, Numerical Simulations, and Experimental Work

Applied Sciences | 2023

Luís Ferrás

Alexandre Afonso

DOI

A generalised distributed‐order Maxwell model

Mathematical Methods in the Applied Sciences | 2023

Luís Ferrás

M. Morgado

Magda Rebelo

DOI