Elói João Faria Figueiredo

Full Professor

RG6 – Structures and Geotechnics
Title Authors Year Volume DOI Journal Impact factor Clar.Analytics CERIS Members
Transfer Learning to Enhance the Damage Detection Performance in Bridges When Using Numerical Models Figueiredo, E.; Omori Yano, M.; Da Silva, S.; Moldovan, I.; Adrian Bud, M. 2023 V. 28, n.º 1 (art. 4022134) 10.1061/(ASCE)BE.1943-5592.0001979 Journal of Bridge Engineering Ionut Dragos Moldovan, Elói João Faria Figueiredo
A Roadmap for an Integrated Assessment Approach to the Adaptation of Concrete Bridges to Climate Change Figueiredo, E.; Santos, L.O.; Moldovan, I.; Kraniotis, D.; Melo, J.; Dias, L.; Coelho, G.B.A. 2023 V. 28, n.º 6 (art. 3123002) 10.1061/JBENF2.BEENG-5735 Journal of Bridge Engineering Ionut Dragos Moldovan, Elói João Faria Figueiredo
Damage quantification using transfer component analysis combined with Gaussian process regression Omori Yano, M.; da Silva, S.; Figueiredo, E.; Giacon Villani, L.G. 2023 V. 22, n.º 2(1290-1307 10.1177/14759217221094500 Structural Health Monitoring-An International Journal Elói João Faria Figueiredo
Foundations and applicability of transfer learning for structural health monitoring of bridges Omori Yano, M.; Figueiredo, E.; da Silva, S.; Cury, A. 2023 V. 204 (art. 110766) 10.1016/j.ymssp.2023.110766 Mechanical Systems and Signal Processing Elói João Faria Figueiredo
Transfer Learning for Structural Health Monitoring in Bridges That Underwent Retrofitting Omori Yano, M.; Figueiredo, E.; da Silva, S.; Cury, A.; Moldovan, I. 2023 V. 13, n.º 9 (art. 2323) 10.3390/buildings13092323 Buildings 3.8 Ionut Dragos Moldovan, Elói João Faria Figueiredo
Reliability of probabilistic numerical data for training machine learning algorithms to detect damage in bridges Bud, M.A.; Moldovan, I.; Radu, L.; Nedelcu, M.; Figueiredo, E. 2022 V. 29, n.º 7 (art. e2950) 10.1002/stc.2950 Structural Control & Health Monitoring 6.058 Ionut Dragos Moldovan, Elói João Faria Figueiredo
Damage Detection Approach for Bridges under Temperature Effects using Gaussian Process Regression Trained with Hybrid Data Da Silva, S.; Figueiredo, E.; Moldovan, I. 2022 V. 27, n.º 11 (art. 4022107) 10.1061/(ASCE)BE.1943-5592.0001949 Journal of Bridge Engineering 3.385 Ionut Dragos Moldovan, Elói João Faria Figueiredo
Three decades of statistical pattern recognition paradigm for SHM of bridges Figueiredo, E.; Brownjohn, J. 2022 V. 21, n.º 6(3018-3054 10.1177/14759217221075241 Structural Health Monitoring-An International Journal 5.710 Elói João Faria Figueiredo
Smartphone Application for Structural Health Monitoring of Bridges Figueiredo, E.; Moldovan, I.; Alves, P.; Rebelo, H.; Souza, L. 2022 V. 22, n.º 21 (art. 8483) 10.3390/s22218483 Sensors 3.847 Ionut Dragos Moldovan, Elói João Faria Figueiredo
Investigation on the dynamic impact factor of a concrete filled steel tube butterfly arch bridge Qin, S.; Feng, J.; Zhou, Y.-L.; Li, C.; Huo, X.; Figueiredo, E.; Yang, F. 2022 V. 252 (art. 113614) 10.1016/j.engstruct.2021.113614 Engineering Structures 5.582 Elói João Faria Figueiredo
3D structural vibration identification from dynamic point clouds Silva, M.F.; Green, A.; Morales, J.; Meyerhofer, P.; Yang, Y.; Figueiredo, E.; Costa, J.C.W.A.; Mascareñas, D. 2022 V. 166 (art. 108352) 10.1016/j.ymssp.2021.108352 Mechanical Systems and Signal Processing 8.934 Elói João Faria Figueiredo
Student Name Supervisor External Supervisor Co-Supervisors External Co-Supervisor #1 External Co-Supervisor #2 Title PhD Programme Universities Granting Title Funding Institution Scholarship Total PhD Funding PhD Funding for CERIS Begining Date End Date Year
PDF Elói João Faria Figueiredo Ionut Dragos Moldovan João Weyl da Costa Integration of structural health monitoring into bridge monitoring system in Brazil. Electrical Engineering UFPA – Federal University of Pará (Brazil) Departamento Nacional de Infraestrutura de Transportes (Brazil) 42736 ongoing
PDF Mihai Nedelcu Ionut Dragos Moldovan, Elói João Faria Figueiredo Integration of model- and data-based approaches for reliable structural health monitoring of bridges. Civil Engineering Technical University of Cluj-Napoca (Romania) Technical University of Cluj-Napoca (Romania) 43475 ongoing
PDF Samuel da Silva Elói João Faria Figueiredo Transfer learning in Structural Health Monitoring. Mechanical Engineering USP – University of São Paulo (Brazil) CAPES (Brazil) CAPES grants nº 88882.433643/201901 and nº 88887.647575/2021-00 43521 45222 2023
Name Reference Type PI Names CERIS Coordinator Research Group Other CERIS Members Leading Institution Other Institutions Funding Institutions Total Funding Funding for Ceris Beginning Date End Date State Website
PDF INTENT – Intelligent health monitoring of road infrastructures using bender elements embedded in pavements 2022.06879.PTDC National Ionut Dragos Moldovan José Manuel Coelho das Neves, Vítor Filipe Silva Antunes, Elói João Faria Figueiredo ULusófona – Universidade Lusófona (Portugal) FCT – Fundação para a Ciência e a Tecnologia 249865,58 22791 2023/03/12 2026/03/11 https://intent.ulusofona.pt/
PDF BuildingAdapt – Pioneer study to analyse the resilience of university teaching buildings to climate change ILIND/F+/EI/01/2021 National Maria de Castro Fonseca Mourão Manso Maria de Castro Fonseca Mourão Manso Vítor Filipe Silva Antunes, Elói João Faria Figueiredo Lusófona University (Portugal) Lusófona University (Portugal) 20885 2023/01/06 2024/01/06 https://civilresearchgroup.ulusofona.pt/buildingadapt/