Events

International Conferences

1. A. Sancarlos, E. Bahilo, Unveiling Precision: A Novel Machine Learning Framework for Accurate Probability Estimates in Financial Industries, Gothenburg Artificial Intelligence Alliance (GAIA) 2024, Gothenburg, Sweden, 2024. Youtube URL: https://www.youtube.com/watch?v=MuecMDKPqTQ&t=470s

2. A. Sancarlos, E. Bahilo, L. Norman, Extreme Event Prediction of High Payments in Defaulted Financial Portfolios using an Advanced Machine Learning Framework, 8th International Conference on Machine Learning Technologies, Stockholm, Sweden, 2023

3. A. Sancarlos, S. Clenet, T. Henneron, E. Cueto, F. Chinesta, J. L. Duval,
   Novel and advanced numerical techniques for diagnosis and prognosis,
   Mechanistic Machine Learning and Digital Twins for Computational Science, Engineering and Technology (MMLDT-CSET 2021), Hyatt Regency Mission Bay, San Diego, CA, USA, 2021.

4. V. Champaney, A. Sancarlos, F. Chinesta, E. Cueto, J. L. Duval, A. Chambard,
   Hybrid Twins for empowering performance-based engineering. Part I. Real-time physics-based models, MMLDT-CSET 2021, San Diego, CA, USA, 2021.

5. V. Champaney, A. Sancarlos, F. Chinesta, E. Cueto, J. L. Duval, A. Chambard,
   Hybrid Twins for empowering performance-based engineering. Part II. Real-time data-driven models and hybridation, MMLDT-CSET 2021, San Diego, CA, USA, 2021.

6. A. Sancarlos, P. De Miguel, M. Cameron, E. Cueto, F. Chinesta, J. L. Duval,
   Battery Hybrid Twin in Electrical Vehicle Monitoring and Planning,
   FISITA World Congress, Virtual Conference, 2021.

7. A. Sancarlos, E. Cueto, F. Chinesta, J. L. Duval,
   Empowering Multidimensional Data-Driven Metamodels: the doubly sparse Proper Generalized Decomposition (PGD) and the regularized sparse PGD,
   VI ECCOMAS Young Investigators Conference (YIC 2021), Virtual Conference, 2021.

8. A. Sancarlos, K. Bouayed, N. Zerbib, E. Cueto, F. Chinesta, J. L. Duval,
   Fast Computation in Electric Motors for Design, Optimization and Prediction of Noise, Vibration and Harshness,
   IX International Conference on Coupled Problems in Science and Engineering (COUPLED), Virtual Conference, 2021.

9. V. Champaney, A. Sancarlos, F. Chinesta, E. Cueto et al.,
   Hybrid Twins – a highway towards a performance-based engineering. Part I: Advanced Model Order Reduction enabling Real-Time Physics,
   ESAFORM, Virtual Conference, 2021.

10. A. Sancarlos, M. Cameron, E. Cueto, F. Chinesta, J. L. Duval,
    Towards Battery Management Systems through Reduced Order Models and Machine Learning Techniques,
    14th World Congress in Computational Mechanics & ECCOMAS Congress, Virtual Conference, 2021.

11. A. Sancarlos, F. Chinesta, E. Cueto, J. L. Duval et al.,
    From Battery Cells Reduced Order Modeling to Real-time Planning and System Integration,
    ADMOS, El Campello (Alicante), Spain, 2019.

12. A. Sancarlos, F. Chinesta, E. Cueto, J. L. Duval et al.,
    Towards a Hybrid Twin paradigm for battery management system,
    ECCM-ECFD 2018, Glasgow, UK, 2018.

13. A. Sancarlos, M. Pineda, R. Puche et al.,
    Computation of the impedance of rectangular conductors as a function of the frequency using a parametric proper generalized decomposition,
    18th International Symposium on Electromagnetic Fields in Mechatronics, Electrical and Electronic Engineering (ISEF),
    Łódź, Poland, 2017.

14. M. Pineda, J. Burriel, A. Sancarlos et al.,
    DC Internal Inductance for a Conductor of Different Rectangular Cross Sections Computed with the Parametric Proper Generalized Decomposition (PGD),
    Congreso de Métodos Numéricos en Ingeniería (SEMNI),
    Valencia, Spain, 2017.

International ESI Conferences

1. A. Sancarlos, F. Chinesta, A. Abel,
   From Battery Cells Reduced Order Modeling to Real-time Planning and System Integration,
   PUCA – ESI Users’ Forum,
   Tokyo, Japan, 2018.

Training programs in University

1. Curso de Formación Continua en Machine Learning con Python Online, May-June, 2024. Forty-five-hour training program of Machine Learning delivered to professors, researchers, and students of the Spanish University UCLM (Universidad de Castilla-la Mancha).

Batteries Europe Meetings

I participated during 2019-2021 in the Batteries Europe project, which aims to bring together all relevant stakeholders in the European batteries research and innovation ecosystem in order to develop and support a competitive battery value chain in Europe. I acted as a representative of ESI Group in the following working groups:

• WG1: New and Emerging Battery Technologies

• WG3: Advanced Materials

• WG4: Manufacturing and Cell Design

This lead to me participating in following European meetings organized by the European Commission:

1. WG1 Panel Meeting, Batteries Europe
   Helmholtz Institute Ulm (HIU), Germany — October 4, 2019

2. WG1 Meeting, Batteries Europe
   European Commission, Brussels — February 27, 2020

3. WG1 Batteries Europe Web Meeting
   Online — June 8, 2020

Seminars Given as a Presenter

1. Batteries & Model Order Reduction Techniques
   Lille, France — January 20, 2020
   Two-hour seminar delivered to professors, postdoctoral researchers, and PhD students of the L2EP research team (Laboratory of Electrical Engineering and Power Electronics), leading to in-depth discussions on Machine Learning and model order reduction techniques.

2. Hybrid Twin Concept Applied to Battery Management Systems
   Madrid, Spain — February 10–12, 2020
   Intensive 27-hour seminar delivered to the technical team of ESI Group Hispania S.L. about Machine Learning and the Hybrid Twin concept applied to Battery Management Systems.

Scientific Dissemination (SD)

Three Minute Thesis (French version)

In the field of scientific dissemination, I participated in the French competition “Ma thèse en 180 secondes (MT180s)”, inspired by the Three Minute Thesis (3MT) competition founded by the University of Queensland (UQ).

The objective of this initiative is to cultivate doctoral students’ academic, presentation, and research communication skills while promoting the dissemination of PhD research topics to a broader audience.

I reached the HESAM Université Final — 2021 Edition.
The participation was broadcast live and recorded.

🎥 Replay available here

Three Minute Thesis (Spanish version)

I also took part in the Spanish version of the Three Minute Thesis (3MT) competition, reaching the final in November 2022. As with the French edition, the presentation was broadcast live and recorded.

🎥 Replay available here