Marc Gillioz

Curriculum Vitae

Theoretical physicist and software engineer

Sion, CH gillioz.github.io marc.gillioz@hevs.ch LinkedIn ORCID

Academic CV

Full academic curriculum vitae, including the complete publication list

Employment

  • 2023–

    Sion, Switzerland

    Senior Academic Associate
    HES-SO Valais-Wallis, School of Engineering
    Electrical Energy Efficiency Group
    • Power systems
    • Machine learning
    • Optimization
  • 2022–2023

    Zurich, Switzerland

    Development Engineer
    Supercomputing Systems AG
    • C#/.NET
    • Terraform
    • Azure cloud
  • 2019–2022

    Trieste, Italy

    Postdoctoral Researcher
    SISSA
    Theoretical Particle Physics
  • 2016–2019

    Lausanne, Switzerland

    Postdoctoral Researcher
    EPFL
    Theoretical Particle Physics Laboratory
  • 2014–2016

    Davis, CA, USA

    Postdoctoral Researcher
    UC Davis
    QMAP
  • 2012–2014

    Odense, Denmark

    Postdoctoral Researcher
    University of Southern Denmark
    CP3-Origins

Education

  • 2008–2012

    Zurich, Switzerland

    Ph.D. in Theoretical Physics
    University of Zurich
  • 2003–2008

    Lausanne, Switzerland

    M.Sc. in Physics
    EPFL
  • 2005

    London, UK

    Erasmus Exchange Year, Physics
    Imperial College

Publications

2026
  • Anomaly Detection with Machine Learning Algorithms in Large-Scale Power Grids
    Marc Gillioz, Guillaume Dubuis, Étienne Voutaz, and Philippe Jacquod
    arXiv preprint Feb 2026
2025
  • The momentum-space conformal bootstrap in 2d
    Marc Gillioz
    arXiv preprint Feb 2025
  • A large synthetic dataset for machine learning applications in power transmission grids
    Marc Gillioz, Guillaume Dubuis, and Philippe Jacquod
    Nature Scientific Data Jan 2025
2023
  • Conformal field theory for particle physicists
    Marc Gillioz
    Springer 2023
2022
  • Spinors and conformal correlators
    Marc Gillioz
    JHEP 2022
2021
  • From Schwinger to Wightman: all conformal 3-point functions in momentum space
    Marc Gillioz
    arXiv preprint Sep 2021
  • Conformal partial waves in momentum space
    Marc Gillioz
    SciPost Phys. 2021
2020
2018
  • Momentum-space conformal blocks on the light cone
    Marc Gillioz
    JHEP 2018
  • Graviton Scattering and a Sum Rule for the c Anomaly in 4D CFT
    Marc Gillioz, Xiaochuan Lu, and Markus A. Luty
    JHEP 2018
2017
  • Scale Anomalies, States, and Rates in Conformal Field Theory
    Marc Gillioz, Xiaochuan Lu, and Markus A. Luty
    JHEP 2017
2016
  • Local renormalization of supersymmetric Yang-Mills theories
    Marc Gillioz
    Phys. Rev. D 2016
2015
  • Constraining new colored matter from the ratio of 3 to 2 jets cross sections at the LHC
    Diego Becciolini, Marc Gillioz, Marco Nardecchia, Francesco Sannino, and Michael Spannowsky
    Phys. Rev. D 2015
2014
  • Vector-like Bottom Quarks in Composite Higgs Models
    Marc Gillioz, Ramona Gröber, Andreas Kapuvari, and Margarete Mühlleitner
    JHEP 2014
2013
  • a New Conformal Window Bound from the a theorem
    Oleg Antipin, Marc Gillioz, and Francesco Sannino
    arXiv preprint Mar 2013
  • Standard Model Vacuum Stability and Weyl Consistency Conditions
    Oleg Antipin, Marc Gillioz, Jens Krog, Esben Mølgaard, and Francesco Sannino
    JHEP 2013
  • The a theorem for gauge-Yukawa theories beyond Banks-Zaks fixed point
    Oleg Antipin, Marc Gillioz, Esben Mølgaard, and Francesco Sannino
    Phys. Rev. D 2013
2012
  • Higgs Low-Energy Theorem (and its corrections) in Composite Models
    M. Gillioz, R. Grober, C. Grojean, M. Muhlleitner, and E. Salvioni
    JHEP 2012
  • Perturbative and nonperturbative aspects of the phenomenology of composite Higgs models
    Marc Gillioz
    Zurich U. 2012
  • Dangerous Skyrmions in Little Higgs Models
    Marc Gillioz
    JHEP 2012
2011
2009
  • A Light composite Higgs boson facing electroweak precision tests
    Marc Gillioz
    Phys. Rev. D 2009

Skills

Code
Python
C++
C# / .NET
Software engineering
Linux systems
DevOps
Cluster computing
Scientific computing
Polars dataframes
Optimization
Computer algebra
Machine learning
JAX
PyTorch
scikit-learn
Physics
Quantum field theory
Particle physics
Complex networks
Electrical engineering
Power grids

Languages

Spoken languages
French Native speaker
English Fluent
German Fluent
Italian Intermediate
Danish Basic

Skills

Code
Python
C++
C# / .NET
Software engineering
Linux systems
DevOps
Cluster computing
Scientific computing
Polars dataframes
Optimization
Computer algebra
Machine learning
JAX
PyTorch
scikit-learn
Physics
Quantum field theory
Particle physics
Complex networks
Electrical engineering
Power grids

Languages

Spoken languages
French Native speaker
English Fluent
German Fluent
Italian Intermediate
Danish Basic

Employment

  • 2023–

    Sion, Switzerland

    Senior Academic Associate
    HES-SO Valais-Wallis, School of Engineering
    Electrical Energy Efficiency Group
    • Power systems
    • Machine learning
    • Optimization
  • 2022–2023

    Zurich, Switzerland

    Development Engineer
    Supercomputing Systems AG
    • C#/.NET
    • Terraform
    • Azure cloud
  • 2019–2022

    Trieste, Italy

    Postdoctoral Researcher
    SISSA
    Theoretical Particle Physics
  • 2016–2019

    Lausanne, Switzerland

    Postdoctoral Researcher
    EPFL
    Theoretical Particle Physics Laboratory
  • 2014–2016

    Davis, CA, USA

    Postdoctoral Researcher
    UC Davis
    QMAP
  • 2012–2014

    Odense, Denmark

    Postdoctoral Researcher
    University of Southern Denmark
    CP3-Origins

Education

  • 2008–2012

    Zurich, Switzerland

    Ph.D. in Theoretical Physics
    University of Zurich
  • 2003–2008

    Lausanne, Switzerland

    M.Sc. in Physics
    EPFL
  • 2005

    London, UK

    Erasmus Exchange Year, Physics
    Imperial College

Publications

2026
  • Anomaly Detection with Machine Learning Algorithms in Large-Scale Power Grids
    Marc Gillioz, Guillaume Dubuis, Étienne Voutaz, and Philippe Jacquod
    arXiv preprint Feb 2026
2025
  • The momentum-space conformal bootstrap in 2d
    Marc Gillioz
    arXiv preprint Feb 2025
  • A large synthetic dataset for machine learning applications in power transmission grids
    Marc Gillioz, Guillaume Dubuis, and Philippe Jacquod
    Nature Scientific Data Jan 2025
2023
  • Conformal field theory for particle physicists
    Marc Gillioz
    Springer 2023
2022
  • Spinors and conformal correlators
    Marc Gillioz
    JHEP 2022
2021
  • From Schwinger to Wightman: all conformal 3-point functions in momentum space
    Marc Gillioz
    arXiv preprint Sep 2021
  • Conformal partial waves in momentum space
    Marc Gillioz
    SciPost Phys. 2021
2020
2018
  • Momentum-space conformal blocks on the light cone
    Marc Gillioz
    JHEP 2018
  • Graviton Scattering and a Sum Rule for the c Anomaly in 4D CFT
    Marc Gillioz, Xiaochuan Lu, and Markus A. Luty
    JHEP 2018
2017
  • Scale Anomalies, States, and Rates in Conformal Field Theory
    Marc Gillioz, Xiaochuan Lu, and Markus A. Luty
    JHEP 2017
2016
  • Local renormalization of supersymmetric Yang-Mills theories
    Marc Gillioz
    Phys. Rev. D 2016
2015
  • Constraining new colored matter from the ratio of 3 to 2 jets cross sections at the LHC
    Diego Becciolini, Marc Gillioz, Marco Nardecchia, Francesco Sannino, and Michael Spannowsky
    Phys. Rev. D 2015
2014
  • Vector-like Bottom Quarks in Composite Higgs Models
    Marc Gillioz, Ramona Gröber, Andreas Kapuvari, and Margarete Mühlleitner
    JHEP 2014
2013
  • a New Conformal Window Bound from the a theorem
    Oleg Antipin, Marc Gillioz, and Francesco Sannino
    arXiv preprint Mar 2013
  • Standard Model Vacuum Stability and Weyl Consistency Conditions
    Oleg Antipin, Marc Gillioz, Jens Krog, Esben Mølgaard, and Francesco Sannino
    JHEP 2013
  • The a theorem for gauge-Yukawa theories beyond Banks-Zaks fixed point
    Oleg Antipin, Marc Gillioz, Esben Mølgaard, and Francesco Sannino
    Phys. Rev. D 2013
2012
  • Higgs Low-Energy Theorem (and its corrections) in Composite Models
    M. Gillioz, R. Grober, C. Grojean, M. Muhlleitner, and E. Salvioni
    JHEP 2012
  • Perturbative and nonperturbative aspects of the phenomenology of composite Higgs models
    Marc Gillioz
    Zurich U. 2012
  • Dangerous Skyrmions in Little Higgs Models
    Marc Gillioz
    JHEP 2012
2011
2009
  • A Light composite Higgs boson facing electroweak precision tests
    Marc Gillioz
    Phys. Rev. D 2009