Simulation Architecture Definition for Complex Systems Design: A Tooled Methodology. - Jean-Patrick Brunet; Henri Sohier; Mouadh Yagoubi; Mathieu Bisquay; Pascal Lamothe; Pascal Menegazzi (CSDM, 2019)

A Tooled Methodology for the System Architect's Needs in Simulation with Autonomous Driving Application. - Henri Sohier; Sahar Guermazi; Mouadh Yagoubi; Pascal Lamothe; Aldo Maddaloni; Pascal Menegazzi; Yining Huang (SysCon, 2019)

Improving simulation specification with MBSE for better simulation validation and reuse. - Henri Sohier; Pascal Lamothe; Sahar Guermazi; Mouadh Yagoubi; Pascal Menegazzi; Aldo Maddaloni (Syst. Eng., 2021)

Empowering the trustworthiness of ML-based critical systems through engineering activities. - Juliette Mattioli; Agnès Delaborde; Souhaiel Khalfaoui; Freddy Lécué; Henri Sohier; Frédéric Jurie (CoRR, 2022)

Towards a holistic approach for AI trustworthiness assessment based upon aids for multi-criteria aggregation. - Juliette Mattioli; Henri Sohier; Agnès Delaborde; Gabriel Pedroza; Kahina Amokrane-Ferka; Afef Awadid; Zakaria Chihani; Souhaiel Khalfaoui (SafeAI@AAAI, 2023)

ML System Engineering Supported by a Body of Knowledge. - Juliette Mattioli; Dominique Tachet; Fabien Tschirhart; Henri Sohier; Loic Cantat; Boris Robert (KMIS, 2024)

AI Systems Trustworthiness Assessment: State of the Art. - Afef Awadid; Kahina Amokrane-Ferka; Henri Sohier; Juliette Mattioli; Faouzi Adjed; Martin Gonzalez; Souhaiel Khalfaoui (MODELSWARD, 2024)

Exploration Principles for Decision-Making Systems with Binary Feedbacks. - Henri Sohier; Romain Barbedienne; Sara Yasmine Ouerk; Sinitandjon Yaya Yeo (SysCon, 2024)

An overview of key trustworthiness attributes and KPIs for trusted ML-based systems engineering. - Juliette Mattioli; Henri Sohier; Agnès Delaborde; Kahina Amokrane-Ferka; Afef Awadid; Zakaria Chihani; Souhaiel Khalfaoui; Gabriel Pedroza (AI Ethics, 2024)

The Engineering of AI Evaluation and Scoring: Overview and Insights. - Henri Sohier; Jean-Philippe Faure; Sebastian Hallensleben; Philippe Streiff; Stephen Creff; Emilie Hien; Juliette Mattioli; Serkan Odabas; Romane Vernhes (SysCon, 2025)