Publications
Publicações

Publications

ML-based driven models to predict the drag coefficient of a sphere translating in shear-thinning viscoelastic fluids

16th OpenFOAM Workshop (OFW16) | 2021

A.I. Roriz

S.A. Faroughi

G.H. McKinley

Digital-twin for particle-laden viscoelastic fluids: Machine Learning to predict the drag coefficient of random arrays of spheres

16th OpenFOAM Workshop (OFW16) | 2021

C. Loiro

G.H. McKinley

S. A. Faroughi

CFD-DEM modeling of particle-laden viscoelastic flows in hydraulic fracturing operations

16th OpenFOAM Workshop (OFW16) | 2021

S. A. Faroughi

R. Ribeiro

G. H. McKinley

On the simulation of the Newtonian fluid Extrudate Swell using a moving mesh finite volume interface tracking method

Evolutionary and Deterministic Methods for Design, Optimization and Control (EUROGEN 2021) | 2021

Ahmad Fakhari

O.S. Carneiro

Z. Tukovic

Multi-scale modeling of hydraulic fracturing operations

17th International Conference of Computational Methods in Sciences and Engineering (ICCMSE 2021) | 2021

S.A. Faroughi

R. Ribeiro

A.I. Roriz

G. H. McKinley

Machine-Learning models to predict the drag coefficient of a sphere translating in shear-thinning viscoelastic fluids

17th International Conference of Computational Methods in Sciences and Engineering (ICCMSE 2021) | 2021

A.I. Roriz

S.A. Faroughi

G. H. McKinley

Digital-Twin approach to predict the drag coefficient of random arrays of spheres suspended in Giesekus viscoelastic fluids

17th International Conference of Computational Methods in Sciences and Engineering (ICCMSE 2021) | 2021

C. Loiro

G.H. McKinley

S.A. Faroughi

Machine learning for particle-laden viscoelastic flow modelling

MIT Portugal 2021 Annual Conference | 2021

S.A. Faroughi

A.I. Roriz

C. Loiro

G. H. McKinley

Machine-Learning models for the prediction of the drag force exerted by a shear-thinning viscoelastic fluid in a sphere

9th OpenFOAM Conference 2021 | 2021

A.I. Roriz

S. A. Faroughi

G. McKinley

A multi-scale approach for particle-laden viscoelastic flows using a discrete particle method

9th OpenFOAM Conference 2021 | 2021

S. A. Faroughi

Ricardo Ribeiro

A.I. Roriz

G. McKinley

Using Computational Modelling to Study Extensional Rheometry Tests for Inelastic Fluids

Fluids | 2021

Mohammadreza Aali

Olga Carneiro

João Nóbrega

DOI

Non-Isothermal Free-Surface Viscous Flow of Polymer Melts in Pipe Extrusion Using an Open-Source Interface Tracking Finite Volume Method

Polymers | 2021

Ahmad Fakhari

Željko Tukovic

DOI

USING GEOGEBRA'S TEACHING STRATEGY IN A SECONDARY TECHNICAL SCHOOL: A CASE STUDY WITH REMOTE NON-MANDATORY CLASSES

Raimundo Filho

Armando Soares

DOI

OLD MACDONALD HAD A FARM: THE PRE AND POST COVID-19 CLASSES DATA ANALYSIS

Maria Nascimento

Ana Aires

DOI

A neural integrator model for planning and value-based decision making of a robotics assistant

NEURAL COMPUTING & APPLICATIONS | 2021

Paulo Vicente

Luís Louro

Estela Bicho

DOI

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

arXiv | 2021

Z. Liu

F. Zhang

C. Ferreira

Measuring Plantar Temperature Changes in Thermal Images Using Basic Statistical Descriptors

Vítor Filipe

Pedro Teixeira

DOI

On ω -Identities over Finite Aperiodic Semigroups with Commuting Idempotents

Springer Proceedings in Mathematics and Statistics | 2021

M.J.J. Branco

DOI

Optimisation Approach for Parameter Estimation of the Generalised PTT Viscoelastic Model

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) | 2021
DOI

Optimal Control by Multiple Shooting and Weighted Tchebycheff Penalty-Based Scalarization

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) | 2021

G.C.V. Ramadas

E.M.G.P. Fernandes

A.M.A.C. Rocha

DOI

Object Detection with RetinaNet on Aerial Imagery: The Algarve Landscape

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) | 2021
DOI

A Two-Phase Heuristic Coupled DIRECT Method for Bound Constrained Global Optimization

Computational Methods in Applied Sciences | 2021

E.M.G.P. Fernandes

A.M.A.C. Rocha

DOI

A Simple Clustering Algorithm Based on Weighted Expected Distances

Communications in Computer and Information Science | 2021

A.M.A.C. Rocha

E.M.G.P. Fernandes

DOI

A Neuroevolutionary Approach to Feature Selection Using Multiobjective Evolutionary Algorithms

Computational Methods in Applied Sciences | 2021

R.S. Pinto

L.A. Costa

A. Gaspar-Cunha

DOI

A Multiple Shooting Descent-Based Filter Method for Optimal Control Problems

Computational Methods in Applied Sciences | 2021

G.C.V. Ramadas

E.M.G.P. Fernandes

A.M.A.C. Rocha

DOI

A Clustering Algorithm Based on Fitness Probability Scores for Cluster Centers Optimization

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) | 2021

A.M.A.C. Rocha

E.M.G.P. Fernandes

DOI

Optimal Control by Multiple Shooting and Weighted Tchebycheff Penalty-Based Scalarization

Gisela Ramadas

Edite Fernandes

Ana Rocha

DOI

A Simple Clustering Algorithm Based on Weighted Expected Distances

Ana Rocha

Edite Fernandes

DOI

A Clustering Algorithm Based on Fitness Probability Scores for Cluster Centers Optimization

Ana Rocha

Edite Fernandes

DOI

The porous medium equation with variable exponent revisited

Journal of Evolution Equations | 2021
DOI

Work–family conflicts, cognitive appraisal, and burnout: Testing the mediation effect with structural equation modelling.

British Journal of Educational Psychology | 2021

Standardized Platelet-Rich Fibrin (PRF) from canine and feline origin: An analysis on its secretome pattern and architectural structure

Cytokine | 2021

Prediction of friction degradation in highways with linear mixed models

Coatings | 2021

A. Santos

E.F. Freitas

J.R.M. Oliveira

A.M.A.C. Rocha

DOI

Comparison of the EM, CEM and SEM algorithms in the estimation of finite mixtures of linear mixed models: a simulation study

Computational Statistics | 2021

L. Novais

DOI

Callous-Unemotional Traits Moderate Anticipated Guilt and Wrongness Judgments to Everyday Moral Transgressions in Adolescents

Frontiers in Psychiatry | 2021

Effect of Built Environment Factors on Pedestrian Safety in Portuguese Urban Areas

Applied System Innovation | 2021

Leidy Barón

Jocilene Costa

Francisco Soares

Maria Jacques

Elisabete Freitas

DOI

Selection of the number of components for finite mixtures of linear mixed models

Journal of Interdisciplinary Mathematics | 2021

Luísa Novais

DOI

Robust order selection of mixtures of regression models with random effects

Computational Statistics | 2021

Luísa Novais

DOI

The Calculus of Natural Calculation

Studia Logica | 2021
DOI

Estimating the COVID-19 Prevalence in Spain With Indirect Reporting via Open Surveys

Frontiers in Public Health | 2021

Augusto Garcia-Agundez

Oluwasegun Ojo

Harold Hernández-Roig

Carlos Baquero

Davide Frey

Chryssis Georgiou

DOI

Towards Endowing Intelligent Cars with the Ability to Learn the Routines of Multiple Drivers: A Dynamic Neural Field Model

Computational Science and Its Applications – ICCSA 2021 | 2021

Flora Ferreira

Pedro Guimaraes

Paulo Barbosa

Sergio Monteiro

Estela Bicho

DOI

Dynamic Identification of Stop Locations from GPS Trajectories Based on Their Temporal and Spatial Characteristics

Lecture Notes in Computer Science | 2021

Weronika Wojtak

Carlos Fernandes

Pedro Guimarães

Sérgio Monteiro

Estela Bicho

Wolfram Erlhagen

DOI

Work-family conflicts, cognitive appraisal, and burnout: Testing the mediation effect with structural equation modelling

British Journal of Educational Psychology | 2021

Jessica Rodrigues

Arminda Manuela Goncalves

Susana Faria

Antonio Rui Gomes

DOI

Time Series Forecasting: A Study on Local Urban Waste Management in a Portuguese City

Vítor Silva

DOI

Temperature Time Series Forecasting in the Optimal Challenges in Irrigation (TO CHAIR)

Computational Methods in Applied Sciences | 2021

A. Gon{\c{c}}alves

Cl{\'{a}}udia Costa

Marco Costa

Sofia Lopes

DOI

Improving Short-Term Forecasts of Daily Maximum Temperature with the Kalman Filter with GMM Estimation

Fernanda Pereira

A. Gonçalves

DOI

Team Resilience Model: An Empirical Examination of Information Systems Projects

Reliability Engineering & System Safety | 2021

Gabriela Fernandes

António Amaral

A. Manuela Gonçalves

DOI

Optimal control of leachate recirculation for anaerobic processes in landfills

Discrete & Continuous Dynamical Systems - B | 2021

Marzia Bisi

Maria Groppi

Giorgio Martalò

DOI