About Me

I am a PhD student and assistant at the Montefiore Institute, University of Liège, Belgium. I am supervised by Prof. Damien Ernst. My research interests include generative modeling, simulation-based inference, and AI for science. I am particularly interested in the application of machine learning in real problems in the energy sector.

Download CV
Interests
  • Generative modeling
  • Simulation-based inference
  • AI for Science
Education

  • MSc Management (in progress)

    HEC Liège, University of Liège

  • MSc Datascience and Engineering

    Montefiore institute, University of Liège

  • BSc in Engineering

    Montefiore institute, University of Liège

Papers
An example preprint / working paper
An example conference paper
Recent Publications
Matthias Pirlet, Adrien Bolland, Gilles Louppe, Damien Ernst (2024). Cost Estimation in Unit Commitment Problems Using Simulation-Based Inference.
Cite DOI URL
Matthias Pirlet (2019). An example preprint / working paper.
PDF Code Dataset Poster Video Source Document Custom Link
Matthias Pirlet, Robert Ford (2015). An example journal article. Journal of Source Themes, 1(1).
PDF Cite Code
Matthias Pirlet, Robert Ford (2013). An example conference paper. In ICW.
PDF Cite Code Dataset Video Source Document