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 GridsarXiv preprint Feb 2026
2025
- The momentum-space conformal bootstrap in 2darXiv preprint Feb 2025
- A large synthetic dataset for machine learning applications in power transmission gridsNature Scientific Data Jan 2025
2023
- Conformal field theory for particle physicistsSpringer 2023
2022
- Spinors and conformal correlatorsJHEP 2022
2021
- From Schwinger to Wightman: all conformal 3-point functions in momentum spacearXiv preprint Sep 2021
- Conformal partial waves in momentum spaceSciPost Phys. 2021
2020
- A scattering amplitude in Conformal Field TheoryJHEP 2020
- Convergent Momentum-Space OPE and Bootstrap Equations in Conformal Field TheoryJHEP 2020
- Conformal 3-point functions and the Lorentzian OPE in momentum spaceCommun. Math. Phys. 2020
2018
- Momentum-space conformal blocks on the light coneJHEP 2018
- Graviton Scattering and a Sum Rule for the c Anomaly in 4D CFTJHEP 2018
2017
- Scale Anomalies, States, and Rates in Conformal Field TheoryJHEP 2017
2016
- Local renormalization of supersymmetric Yang-Mills theoriesPhys. Rev. D 2016
2015
- Constraining new colored matter from the ratio of 3 to 2 jets cross sections at the LHCPhys. Rev. D 2015
2014
- Vector-like Bottom Quarks in Composite Higgs ModelsJHEP 2014
2013
- a New Conformal Window Bound from the a theoremarXiv preprint Mar 2013
- Standard Model Vacuum Stability and Weyl Consistency ConditionsJHEP 2013
- The a theorem for gauge-Yukawa theories beyond Banks-Zaks fixed pointPhys. Rev. D 2013
2012
- Higgs Low-Energy Theorem (and its corrections) in Composite ModelsJHEP 2012
- Perturbative and nonperturbative aspects of the phenomenology of composite Higgs modelsZurich U. 2012
- Dangerous Skyrmions in Little Higgs ModelsJHEP 2012
2011
- Classical skyrmions in SU(N)/SO(N) cosetsJHEP 2011
- The Little Skyrmion: New Dark Matter for Little Higgs ModelsJHEP 2011
2009
- A Light composite Higgs boson facing electroweak precision testsPhys. 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 GridsarXiv preprint Feb 2026
2025
- The momentum-space conformal bootstrap in 2darXiv preprint Feb 2025
- A large synthetic dataset for machine learning applications in power transmission gridsNature Scientific Data Jan 2025
2023
- Conformal field theory for particle physicistsSpringer 2023
2022
- Spinors and conformal correlatorsJHEP 2022
2021
- From Schwinger to Wightman: all conformal 3-point functions in momentum spacearXiv preprint Sep 2021
- Conformal partial waves in momentum spaceSciPost Phys. 2021
2020
- A scattering amplitude in Conformal Field TheoryJHEP 2020
- Convergent Momentum-Space OPE and Bootstrap Equations in Conformal Field TheoryJHEP 2020
- Conformal 3-point functions and the Lorentzian OPE in momentum spaceCommun. Math. Phys. 2020
2018
- Momentum-space conformal blocks on the light coneJHEP 2018
- Graviton Scattering and a Sum Rule for the c Anomaly in 4D CFTJHEP 2018
2017
- Scale Anomalies, States, and Rates in Conformal Field TheoryJHEP 2017
2016
- Local renormalization of supersymmetric Yang-Mills theoriesPhys. Rev. D 2016
2015
- Constraining new colored matter from the ratio of 3 to 2 jets cross sections at the LHCPhys. Rev. D 2015
2014
- Vector-like Bottom Quarks in Composite Higgs ModelsJHEP 2014
2013
- a New Conformal Window Bound from the a theoremarXiv preprint Mar 2013
- Standard Model Vacuum Stability and Weyl Consistency ConditionsJHEP 2013
- The a theorem for gauge-Yukawa theories beyond Banks-Zaks fixed pointPhys. Rev. D 2013
2012
- Higgs Low-Energy Theorem (and its corrections) in Composite ModelsJHEP 2012
- Perturbative and nonperturbative aspects of the phenomenology of composite Higgs modelsZurich U. 2012
- Dangerous Skyrmions in Little Higgs ModelsJHEP 2012
2011
- Classical skyrmions in SU(N)/SO(N) cosetsJHEP 2011
- The Little Skyrmion: New Dark Matter for Little Higgs ModelsJHEP 2011
2009
- A Light composite Higgs boson facing electroweak precision testsPhys. Rev. D 2009