Mathieu Kessler




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  • Teaching area: Estadística e Investigación Operativa
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About

Mathieu Kessler

PhD in PhD in Mathematics, area: Mathematical Statistics from University Pierre et Marie Curie, Paris (FRANCE) - 1996
Master in Master Degree in Mathematics: Probability and Stochastic Processes. from University Pierre et Marie Curie, Paris (FRANCE) - 1993
Licensed in Graduate studies in Mathematics from University Paris Diderot (FRANCE) - 1992
Assessment of teaching: number of five-year periods assessed positively: 5
Assessment of research: number of six-year periods assessed positively: 4

Two lines of research can be identified in my production: on the one hand, I have studied statistical inference for stochastic processes, with emphasis on models driven by stochastic differential equations (SDE), Markov Chains and Hidden Markov Chains. I am in particular interested in theoretical results regarding the asymptotic behavior as well as in computational aspects related to the implementation of numerically efficient procedures. Moreover, I got increasingly interested in Bayesian statistics, with a focus on objective priors. Finally, in the last years, I have collaborated with Jesús Martínez Frutos, David Herreros and Francisco Periago at the a Universidad Politécnica de Cartagena, in the resolution of optimization problems in the presence of uncertainty.

A second and important line of research corresponds to my collaboration with colleagues from other areas. I began acting as a supporting statistician or data scientist at the University of Haute-Alsace Mulhouse in 1996. Being at a technical university in Cartagena has naturally provided a number of opportunities to serve as a statistician in applied problems, and I have been lucky enough to work intensively with friends in crystallography, electrical engineering (renewable energies) and animal production. I have been in charge of data munging and cleaning (doing that with R mainly) and statistical procedures, some of which quite challenging and interesting (e-g Reversible Jump MCMC algorithm for Bayesian Analysis of preferred crystallographic configurations, or a system of stochastic differential equations for the evolution of temperature in a house with AC)


Office Hours

Location
Day
Schedule
HOSPITAL de MARINA, Floor 0, Office B05
Wednesday
16:30 — 19:30
HOSPITAL de MARINA, Floor 0, Office B05
Thursday
16:30 — 19:30

Teaching

Course
Degree
Type
Duration
ECTS
INTRODUCTION TO DATA SCIENCE
Bachelor's degree in Telecommunication Systems
Type
O
Duration
2Q
ECTS
6
INTRODUCTION TO DATA SCIENCE
Bachelor's degree in Telematic Engineering
Type
O
Duration
2Q
ECTS
6
FUNDAMENTALS OF STATISTICAL INFERENCE
Bachelor's degree in Data Science and Engineering
Type
B
Duration
1Q
ECTS
6

Abbreviation list

  • BS: Basic course
  • B: Required course
  • O: Elective course
  • A: Year-long
  • 1Q: 1st half
  • 2Q: 2st half

Teaching evaluation

Year
Course
Degree
Class
Survey respondent
Average (*)
2023-24
FUNDAMENTALS OF STATISTICAL INFERENCE
525102004
Bachelor's degree in Data Science and Engineering
Class
1
Survey respondent
14
Average
4.79
2022-23
INTRODUCTION TO DATA SCIENCE
504104010
505104009
Bachelor's degree in Telecommunication Systems
Bachelor's degree in Telematic Engineering
Class
1
Survey respondent
13
Average
4.77
STATISTICS
504101007
505101007
Bachelor's degree in Telecommunication Systems
Bachelor's degree in Telematic Engineering
Class
4
Survey respondent
15
Average
4.8
2021-22
STATISTICS
504101007
505101007
Bachelor's degree in Telecommunication Systems
Bachelor's degree in Telematic Engineering
Class
1
Survey respondent
11
Average
4.91
STATISTICS English
504101007
505101007
Bachelor's degree in Telecommunication Systems
Bachelor's degree in Telematic Engineering
Class
1
Survey respondent
8
Average
5
INTRODUCTION TO DATA SCIENCE
504104010
505104009
Bachelor's degree in Telecommunication Systems
Bachelor's degree in Telematic Engineering
Class
2
Survey respondent
22
Average
4.91
2020-21
STATISTICS
504101007
505101007
Bachelor's degree in Telecommunication Systems
Bachelor's degree in Telematic Engineering
Class
1
Survey respondent
8
Average
5
INTRODUCTION TO DATA SCIENCE
504104010
505104009
Bachelor's degree in Telecommunication Systems
Bachelor's degree in Telematic Engineering
Class
1
Survey respondent
27
Average
4.93
2019-20
INTRODUCTION TO DATA SCIENCE
504104010
505104009
Bachelor's degree in Telecommunication Systems
Bachelor's degree in Telematic Engineering
Class
1
Survey respondent
5
Average
5
(*) Average over a maximum of 5

Projects

Date
Title
09/2023 — 08/2028

LINKING SOIL BIODIVERSITY AND ECOSYSTEM FUNCTIONS AND SERVICES IN DIFFERENT LAND USES: FROM THE IDENTIFICATION OF DRIVERS, PRESSURES AND CLIMATE CHANGE RESILIENCE TO THEIR ECONOMIC VALUATION

I.P.: / Raúl Zornoza Belmonte
Financial Entity: Commission Of The European Comunities
01/2023 — 12/2026

Monetary valuation of soil ecosystem services and creation of initiatives to invest in soil health: setting a framework for the inclusion of soil health in business and in the policy making process

I.P.: Raúl Zornoza Belmonte
Financial Entity: European Commission
09/2023 — 08/2026

Multiphysics-informed design of tunable smart materials

Ref: PID2022-141957OA-C22
I.P.: / Jesús Martínez Frutos
Financial Entity: Agencia Estatal de Investigación \ Agencia Estatal de Investigación
01/2023 — 12/2025

Multiphysics Informed Machine learning for Optimal control and design of Smart mAterials

Ref: 21996/PI/22
I.P.: / Jesús Martínez Frutos
Financial Entity: Fundacion Seneca
01/2023 — 12/2025

Multiphysics Informed Machine learning for Optimal control and design of Smart mAterials

Ref: 21996/PI/22
I.P.: / Rogelio Ortigosa Martínez
Financial Entity: Fundacion Seneca
09/2022 — 08/2025

Revalorización sostenible de subproductos hortofrutícolas con tecnologías verdes para suplementar nuevos elaborados de frutas y hortalizas con biocompuestos clave extraídos

Ref: PID2021-123857OB-I00
I.P.: Francisco de Asís Artés Hernández
Financial Entity: Agencia Estatal de Investigación \ Agencia Estatal de Investigación. Fondo Europeo de Desarrollo Regional (FEDER)
12/2022 — 11/2024

Sostenibilidad de cultivos leñosos mediante el uso de cubiertas vegetales: secuestro de carbono, emisiones de gases de efecto invernadero funcionalidad de suelos

Ref: TED2021-129527B-I00
I.P.: María Dolores Gómez López / Raúl Zornoza Belmonte
Financial Entity: Agencia Estatal de Investigación. Fondo Unión Europea NextGenerationEU
06/2019 — 05/2024

SOILDIVERAGRO: Soil biodiversity enhancement in European agroecosystems to promete their stability and resilience by external inputs reduction and crop perfomance increase

Ref: 817819
I.P.: Raúl Zornoza Belmonte / Silvia Martínez Martínez
Financial Entity: European Commission
06/2019 — 05/2024

SOILDIVERAGRO: Soil biodiversity enhancement in European agroecosystems to promete their stability and resilience by external inputs reduction and crop perfomance increase (GEMELO)

I.P.: Raúl Zornoza Belmonte / Silvia Martínez Martínez
Financial Entity: Universidad Politecnica de Cartagena
09/2020 — 08/2023

Interactive Digital Content Platform for All

Ref: E+ 2020-1-ES01-KA201-083177
I.P.: Mathieu Kessler
Financial Entity: European Commission
05/2017 — 10/2022

DIVERFARMING: Crop diversification and low-input farming across Europe: from practitioners engagement and ecosystems services to increased revenues and chain organization

Ref: 728003
I.P.: Raúl Zornoza Belmonte / José Alberto Acosta Avilés
Financial Entity: European Commission
05/2017 — 10/2022

DIVERFARMING: Crop diversification and low-input farming across Europe: from practitioners engagement and ecosystems services to increased revenues and chain organization (GEMELO)

I.P.: Raúl Zornoza Belmonte / José Alberto Acosta Avilés
Financial Entity: Universidad Politecnica de Cartagena
04/2019 — 09/2022

Diseño y Control Óptimo de la Nueva Generación de Materiales Activos

Ref: 20911/PI/18
I.P.: Jesús Martínez Frutos / Francisco Periago Esparza
Financial Entity: Fundacion Seneca
09/2018 — 12/2021

INTERACTIVE DIGITAL CONTENT PLATFORM TO SHARE, REUSE AND INNOVATE IN THE CLASSROOM

Ref: 2018-1-ES01-KA201-050924
I.P.: Mathieu Kessler
Financial Entity: Servicio Español para la Internacionalización de la Educación
09/2018 — 12/2021

INTERACTIVE DIGITAL CONTENT PLATFORM TO SHARE, REUSE AND INNOVATE IN THE CLASSROOM (GEMELO)

I.P.: Mathieu Kessler
Financial Entity: Universidad Politecnica de Cartagena
12/2016 — 12/2019

Simulación y optimización de estructuras de gran escala bajo incertidumbre utilizando GPUs

Ref: DPI2016-77538-R
I.P.: David Herrero Pérez
Financial Entity: Ministerio de Economía, Industria y Competitividad. Fondo Europeo de Desarrollo Regional (FEDER)
11/2016 — 12/2018

AVANCES EN SENSORIZACIÓN Y ANÁLISIS MULTIVARIABLE APLICADOS A REFRIGERACIÓN INDUSTRIAL AGROALIMENTARIA: TÉCNICAS DE DATA-MINING PARA IDENTIFICACIÓN DE NUEVAS CORRELACIONES Y MEJORA DE LA EFICIENCIA ENERGÉTICA

Ref: 2I16SA000045
I.P.: Ángel Molina García
Financial Entity: Carm. Fondo Europeo de Desarrollo Regional (FEDER)
02/2017 — 05/2017

Rétame y Aprendo

Ref: 20205/DIVU/17
I.P.: Mathieu Kessler
Financial Entity: Fundacion Seneca
07/2014 — 12/2016

Formación de suelos en depósitos de residuos mineros mediante la aplicación de biocarbón y fitoestabilización: factores reguladores del secuestro de carbono y de la formación de agregados estables

Ref: 18920/JLI/13
I.P.: María Ángeles Muñoz García
Financial Entity: Fundacion Seneca
12/2011 — 06/2015

Monitorización, inferencia, optimización y control multi-escala: de células a biorreactores

Ref: DPI2011-28112-C04-04
I.P.: José Alberto Egea Larrosa
Financial Entity: Ministerio de Economía, Industria y Competitividad. Fondo Europeo de Desarrollo Regional (FEDER)
01/2007 — 01/2011

Identificación de poligenes implicados en el perfil aromático y caracterísitcas relacionadas con preferencias de consumo en melón usando una colección de líneas casi isogénicas

Ref: BIO-AGR/06/02-0011
I.P.: Juan Pablo Fernández Trujillo
Financial Entity: Carm
10/2006 — 12/2009

ANÁLISIS DEL COMPORTAMIENTO ELÉCTRICO FRENTE A HUECOS DE TENSIÓN DE PARQUES EÓLICOS EN EL MARCO DE LAS NUEVAS NORMATIVAS

Ref: ENE2006-15422-C02-02
I.P.: Juan Álvaro Fuentes Moreno
Financial Entity: Ministerio de Educación y Ciencia. Fondo Europeo de Desarrollo Regional (FEDER)
01/2006 — 12/2007

Estudio Conformacional en estado sólido de complejos de metales de transición

Ref: 03010/PI/05
I.P.: José Pérez Pérez
Financial Entity: Fundacion Seneca
10/2000 — 09/2004

Dynstoch

Ref: HPRN-CT-2000-00100
I.P.: Mathieu Kessler
Financial Entity: European Commission

Contracts

Date
Title
09/2023 — 03/2025

Implementación de un sistema telemático para realizar operaciones de transformación de quesos, asegurar la trazabilidad de las producciones y monitorizar el flujo de la actividad de los centros transformadores asociados al Consejo Regulador del Queso de Murcia DOP

Ref: 7797/23MAE
I.P.: Mathieu Kessler
10/2021 — 10/2022

Plataforma para la monitorización de la ocupación y el análisis de la atmósfera en espacios cerrados mediante el procesamiento con machine learning de la huella acústica y de radiofrecuencia sobre una plataforma IoT dotada de auditoría blockchain

Ref: 7098/22TIC-P
I.P.: Alejandro Santos Martínez Sala
09/2019 — 09/2022

Cátedra de Empresa Tecnológica MICROSOFT-ENCAMINA-UPCT

Ref: CUE-MICROSOFT ENCAMINA 2019-T
I.P.: Mathieu Kessler
09/2021 — 03/2022

Implementación de un sistema telemático de evaluación para la certificación de queserías y una herramienta de panel de cata para el Consejo Regulador del Queso de Murcia DOP

Ref: 6772/21MAE
I.P.: Mathieu Kessler
07/2018 — 07/2020

Cátdra UPCT-INDRA en el área de la Generación de Contenidos Digitales

Ref: CUE-INDRA 2018-T
I.P.: Mathieu Kessler
09/2016 — 09/2019

Cátedra de Empresa Tecnológica MICROSOFT-ENCAMINA-UPCT

Ref: CUE-MICROSOFT ENCAMINA 2017-T
I.P.: Mathieu Kessler
01/2018 — 07/2019

Gestión energética, análisis de datos y evaluación de variables que puedan afectar a la demanda eléctrica del consumidor (INFO)

Ref: 5231/18IE-P
I.P.: Ángel Molina García
10/2018 — 04/2019

Estudio de los datos e implementación de un sistema telemático de gestión del Consejo Regulador del Queso de Murcia DOP

Ref: 5605/18MAE
I.P.: Mathieu Kessler
03/2013 — 03/2014

Proyecto Medicool: Monitorización y análisis global de datos

Ref: 3598/13IE
I.P.: Ángel Molina García