General Info
Institution:Instituto Superior Técnico Department:
Departamento de Engenharia Civil, Arquitectura e Ambiente Ciência ID:
111D-CEA2-FB7F Orcid:
https://orcid.org/0000-0002-6662-7397 Scopus ID:
https://www.scopus.com/authid/detail.uri?authorId=56937766100 Google Scholar:
https://scholar.google.pt/citations?user=1mk0e8kAAAAJ&hl=pt-PT&oi=ao ResearchGate:
https://www.researchgate.net/profile/Marta-Gomes-9
Contact Info
Email:marta.gomes@tecnico.ulisboa.pt
Cristina Marta Castilho Pereira Santos Gomes
Assistant Professor
Domain of activity: Optimization models (namely linear programming); Data analysis/statistics.
Present research topics:
Applied multivariate statistics in Urban Planning, Civil Engineering and Architecture (and interface areas).
Development of optimization models for logistics and operations management in Civil and Industrial Engineering. In Civil Engineering: construction and demolition waste management, hazardous materials transportation, road inspection. In Industrial Engineering: operations scheduling in industry.
| Title | Authors | Year | Volume | DOI | Journal | Impact factor Clar.Analytics | CERIS Members |
|---|---|---|---|---|---|---|---|
| Spatial Multi-Criteria Decision Analysis for Rehabilitation Priority Ranking: A Collaborative Application to Heritage Workforce Housing Sites | Falcão, A.P.; Machete, R.; Castilho Gomes, M.; Gonçalves, A.B. | 2021 | V. 15, n.º 5 (790-806) | 10.1080/15583058.2019.1650132 | International Journal of Architectural Heritage | 2.580 | Cristina Marta Castilho Pereira Santos Gomes, Ana Paula Martins Falcão Flor, Alexandre Bacelar Gonçalves, Rita Freire Machete |
| Machine learning approach for pavement performance prediction | Marcelino, P.; de Lurdes Antunes, M.; Fortunato, E.; Gomes, M.C. | 2021 | V. 22, n.º 3 (341-354) | 10.1080/10298436.2019.1609673 | International Journal of Pavement Engineering | 4.139 | Cristina Marta Castilho Pereira Santos Gomes |
| Transfer learning for pavement performance prediction | Marcelino, P.; Antunes, M.L.; Fortunato, E.; Gomes, M.C. | 2020 | V. 13, (154-167) , March. | 10.1007/s42947-019-0096-z | International Journal of Pavement Research and Technology | Cristina Marta Castilho Pereira Santos Gomes | |
| Maintenance scheduling within rolling stock planning in railway operations under uncertain maintenance durations | Mira, L.; Andrade, A.R.; Gomes, M.C. | 2020 | V. 14, (art. 100177) , June. | 10.1016/j.jrtpm.2020.100177 | Journal of Rail Transport Planning and Management | Cristina Marta Castilho Pereira Santos Gomes | |
| Development of a multi criteria decision analysis model for pavement maintenance at the network level: Application of the MACBETH approach | Marcelino, P.; Antunes, M.D.L.; Fortunato, E.; Gomes, M.C. | 2019 | V. 5, artigo 6, Jnuary | 10.3389/fbuil.2019.00006 | Frontiers in Built Environment | Cristina Marta Castilho Pereira Santos Gomes |
| Title | Authors | Year | In proc. of [Conference identification, place, date] | DOI | Type | CERIS Members |
|---|---|---|---|---|---|---|
| Assessment of pavement degradation through statistical analysis model: A case study of the Department of Transportation (DOT) of Iowa, USA | Rezvani, S., Gomes, M.C. | 2021 | 11th IMA International Conference on Modelling in Industrial Maintenance and Reliability (MIMAR), Online conference via Zoom, 22 pages. | https://ima.org.uk/wp/wp-content/uploads/2021/07/13-Assessment-of-pavement-degradation-through-statistical-analysis-model-A-case-study-of-the-Department-of-Transportation-DOT-of-Iowa-USA.pdf | International | Cristina Marta Castilho Pereira Santos Gomes |
| Planning Maintenance Actions in Train Operating Companies—A Portuguese Case Study | Méchain M., Andrade A.R., Gomes M.C. | 2020 | Ball A., Gelman L., Rao B. (eds) Advances in Asset Management and Condition Monitoring. Smart Innovation, Systems and Technologies, vol 166. | https://doi.org/10.1007/978-3-030-57745-2_96 | International | Cristina Marta Castilho Pereira Santos Gomes |
| 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 | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Pedro Manuel Parreira Marcelino | Maria de Lurdes Baptista da Costa Antunes | Cristina Marta Castilho Pereira Santos Gomes | Eduardo Manuel Cabrita Fortunato | A new approach for the maintenance management of transportation infrastructures using machine learning. | Civil Engineering | IST – Instituto Superior Técnico (Portugal) | FCT – Fundação para a Ciência e a Tecnologia, LNEC – National Laboratory for Civil Engineering (Portugal) | 41577 | 43922 | 2020 |
| 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 | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| SMaRTE – Smart Maintenance and the Rail Traveller Experience | Grant agreement ID: 777627 | International | Cristina Marta Castilho Pereira Santos Gomes | University of Leeds (United Kingdom) | EU Horizon 2020 Framework Programme | 770000 | 84000 | 2017/09/01 | 2019/10/31 | http://www.smarte-rail.eu/ |
| Title of Chapter | Title of Book | Authors (all, including CERIS members) | Editors (all, including CERIS members) | Year | Book Series | Publisher | Edition | DOI | ISBN/ISSN | CERIS Members |
|---|---|---|---|---|---|---|---|---|---|---|
| A WebGIS-based platform for data management in water resources systems | Classificação e Análise de Dados: Métodos e Aplicações III – CLADMap III | Gomes, M.C.; Paulo, R.; Varela, B.; Conde, D.; Canelas, R.; Gonçalves, A.; Regateiro, F.; Ricardo, A.M. | Bacelar-Nicolau, H.; Sousa, F.; Marcelo, C.; Ferreira, A.S.; Infante, P.; Figueiredo, A. | 2019 | CLAD – Associação Portuguesa de Classificação e Análise de Dados | 1 | 2183-8801 | Francisco Afonso Severino Regateiro, Cristina Marta Castilho Pereira Santos Gomes, Ana Margarida da Costa Ricardo, Alexandre Bacelar Gonçalves, Daniel André Silva Conde | ||
| Optimization of production scheduling in the mould making industry. In Computational Management Science, Series: Lecture Notes in Economics and Mathematical Systems. Vol. 682 | Virgílio, B.E.; Gomes, M.C.; Barbosa-Póvoa, A. | Fonseca, R., Weber, G., Telhada, J. | 2016 | Springer | 9783319204291 | Cristina Marta Castilho Pereira Santos Gomes | ||||
| Optimization of production scheduling in the mould making industry. In: Computational Management Science, Series: Lecture Notes in Economics and Mathematical Systems, vol. 682 | Virgílio, B.E.; Gomes, M.C.; Barbosa-Póvoa, A. | Fonseca, R., Weber, G., Telhada, J. | 2015 | Springer | 978-3-319-20429-1 | Cristina Marta Castilho Pereira Santos Gomes | ||||
| Optimization of Construction and Demolition Waste Management: Application to the Lisbon Metropolitan Area. In: Operations Research and Big Data, Series Studies in Big Data, vol.15 | Correia, M.N.; Gomes, M.C.; Duque,J. | Ana Barbosa-Póvoa, João Miranda | 2015 | Springer | 978-3-319-24152-4 | Cristina Marta Castilho Pereira Santos Gomes | ||||
| Optimização do escalonamento da produção na indústria de moldes: Aplicação ao caso da GECO. In Investigação Operacional em Ação – Casos de Aplicação | Virgílio, B.E.; Gomes, M.C.; Barbosa‐Póvoa, A. | Oliveira, R.C., Ferreira, J.S. | 2014 | Imprensa da Universidade de Coimbra | 978‐989‐26‐0737‐5 | Cristina Marta Castilho Pereira Santos Gomes |