Welcome...

L.A. Jimenez Roa MSc (Lisandro)

PhD Candidate

About Me

My background is in Civil Engineering with an emphasis on Structural Engineering. My research field of interest is in Predictive & Health Management through data analytics, physics-informed approaches, and machine learning.

Currently, I am working on my Ph.D. at the University of Twente — The Netherlands, hosted by the Formal Methods and Tools (FMT) group and funded by the Dutch National Research Agenda (NWA) under the project PrimaVera (Predictive maintenance for Very effective asset management).

The scope of my Ph.D. project is to explore hybrid learning techniques of prognostic tools to improve understanding and management of complex assets through prognostic metrics.

Expertise

Earth & Environmental Sciences
Cyclic Loading
Reinforcement
Engineering & Materials Science
Binary Decision Diagrams
Concretes
Damage Detection
Evolutionary Algorithms
Rebar
Reinforcement

Publications

Recent
Jimenez Roa, L. A. , Volk, M. , & Stoelinga, M. I. A. (2022). Data-Driven Inference of Fault Tree Models Exploiting Symmetry and Modularization. In Computer Safety, Reliability, and Security: 41st International Conference, SAFECOMP 2022, Munich, Germany, September 6–9, 2022, Proceedings (pp. 46-61). (Lecture notes in computer science; Vol. 13414). Springer. https://doi.org/10.1007/978-3-031-14835-4_4
Jimenez-Roa, L. A., Heskes, T. , Tinga, T. , & Stoelinga, M. I. A. (2021). Automatic inference of fault tree models via multi-objective evolutionary algorithms. Manuscript submitted for publication.
Jimenez-Roa, L. A., Heskes, T. , & Stoelinga, M. (2021). Fault Trees, Decision Trees, and Binary Decision Diagrams: A systematic comparison. In B. Castanier, M. Cepin, D. Bigaud, & C. Bérenguer (Eds.), Proceedings of the 31st European Safety and Reliability Conference (ESREL 2021) (pp. 673-680). Research Publishing. https://doi.org/10.3850/978-981-18-2016-8_241-cd
Rosso, A. , Jimenez-Roa, L. A., Almeida, J. P., Guerrero-Zuniga, A. P., Blandón, C. A., Bonett, R. L., & Beyer, K. (2018). Cyclic tensile-compressive tests on thin concrete boundary elements with a single layer of reinforcement prone to out-of-plane instability. Bulletin of Earthquake Engineering, 16(2), 859-887.
Jimenez-Roa, L. A., Marulanda-Casas, J., & Cruz-Escobar, A. (2017). Real‐time structural monitoring of Building 350 at Del Valle University. Structural control & health monitoring, 24(8), [e1959]. https://doi.org/10.1002/stc.1959

Google Scholar Link

Education

  • Bachelor in Civil Engineering, Universidad del Valle, Colombia.
  • Master in Structural Engineering, Universidad del Valle, Colombia.
  • Professional Doctorate (PDEng) in Construction Management, University of Twente, The Netherlands.
  • Doctorate candidate in Computer Science, University of Twente, The Netherlands.

Contact Details

Visiting Address

University of Twente
Faculty of Electrical Engineering, Mathematics and Computer Science
Zilverling (building no. 11)
Hallenweg 19
7522NH  Enschede
The Netherlands

Navigate to location

Mailing Address

University of Twente
Faculty of Electrical Engineering, Mathematics and Computer Science
Zilverling
P.O. Box 217
7500 AE Enschede
The Netherlands

Social Media