Author Page for Martial Mermillod

Prevalence of post-traumatic stress disorder (PTSD) in survivors following the first SARS-CoV epidemic of 2003: A systematic review and meta-analysis

Number of pages: 35 Posted: 19 Nov 2025

Frédéric Dutheil, Henry Minh Nam Thai, Georges Brousse, Julien Steven Baker, Martial Mermillod, Marek Zak, Ukadike Chris Ugbolue, Reza Bagheri, Jean-Baptiste Bouillon-Minois and Luc Vialatte

Université Clermont Auvergne - Occupational and Preventive Medicine, affiliation not provided to SSRN, affiliation not provided to SSRN, Hong Kong Baptist University, University Grenoble Alpes, affiliation not provided to SSRN, University of the West of Scotland, University of Isfahan, affiliation not provided to SSRN and affiliation not provided to SSRN

Downloads 45 (1,121,190)

Abstract:

2.

Exploring Continual Learning Strategies in Artificial Neural Net-Exploring Continual Learning Strategies in Artificial Neural Networks Through Graph-Based Analysis of Connectivity: Insights from a Brain-Inspired Perspective

Number of pages: 50 Posted: 24 Jul 2024

Lucrezia Carboni, Dwight Nwaigwe, Marion Mainsant, Raphael Bayle, Marina Reyboz, Martial Mermillod, Michel Dojat and Sophie Achard

University Grenoble Alpes, University Grenoble Alpes, affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN, University Grenoble Alpes, Univ Grenoble Alpes and Univ Grenoble Alpes

Downloads 32 (1,290,922)

Abstract:

3.

Graph-Based Methods Coupled with Specific Distributional Distances for Adversarial Attack Detection

Number of pages: 25 Posted: 13 Jun 2023

Dwight Nwaigwe, Lucrezia Carboni, Martial Mermillod, Sophie Achard and Michel Dojat

University Grenoble Alpes, University Grenoble Alpes, University Grenoble Alpes, Univ Grenoble Alpes and Univ Grenoble Alpes

Downloads 18 (1,470,786)

Abstract:

4.

Laboratory and season-long field evaluation of AI-based predictive control for residential heat pumps in DHW and space-heating operation

Number of pages: 27 Posted: 16 May 2026

Lilli Frison, Simon Gölzhäuser, Etienne Ouss, Hugues Bosche, Marina Reyboz, Aurore Lomet, Nicolas Rehault, Martial Mermillod, Manon Dampfhoffer and Malte Vahlenkamp

University of Freiburg, Fraunhofer Institute for Solar Energy Systems (ISE), affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN, Université Paris XI Sud - CEA, Fraunhofer Institute for Solar Energy Systems (ISE), University Grenoble Alpes, affiliation not provided to SSRN and affiliation not provided to SSRN

Downloads 15 (1,500,778)

Abstract:

5.

Development and field evaluation of AI-driven adaptive control algorithms for enhancing residential heat pump efficiency

Number of pages: 25 Posted: 07 May 2026

Lilli Frison, Simon Gölzhäuser, Etienne Ouss, Hugues Bosche, Manon Dampfhoffer, Marina Reyboz, Aurore Lomet, Malte Vahlenkamp, Nicolas Rehault and Martial Mermillod

University of Freiburg, Fraunhofer Institute for Solar Energy Systems (ISE), affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN, Université Paris XI Sud - CEA, affiliation not provided to SSRN, Fraunhofer Institute for Solar Energy Systems (ISE) and University Grenoble Alpes

Downloads 6 (1,566,597)

Martial Mermillod

University Grenoble Alpes

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Scholarly Papers (5)

Prevalence of post-traumatic stress disorder (PTSD) in survivors following the first SARS-CoV epidemic of 2003: A systematic review and meta-analysis

Abstract:

Exploring Continual Learning Strategies in Artificial Neural Net-Exploring Continual Learning Strategies in Artificial Neural Networks Through Graph-Based Analysis of Connectivity: Insights from a Brain-Inspired Perspective

Abstract:

Graph-Based Methods Coupled with Specific Distributional Distances for Adversarial Attack Detection

Abstract:

Laboratory and season-long field evaluation of AI-based predictive control for residential heat pumps in DHW and space-heating operation

Abstract:

Development and field evaluation of AI-driven adaptive control algorithms for enhancing residential heat pump efficiency

Abstract: