Publications & Conferences
In preparation
A. Brias, J.-D. Mathias & G. Deffuant Approximate dynamic programming using reliability techniques: application to environmental dynamics.
A. Brias Model-free forecasting methods and viability theory.
Journal Articles
S. Munch & A. Brias Empirical dynamic programming for model-free ecosystem based management. Methods in Ecology and Evolution. https://doi.org/10.1111/2041-210X.14302, 2024
A. Giron Nava, E. Ezcurra, A. Brias, E. Velarde, E. Deyle, A. Cisneros-Montemayor, S. Munch,G. Sugihara, Environmental variability and fishing effects on the Pacific sardine fisheries in the Gulf of California. Canadian Journal of Fisheries and Aquatic Sciences. 78(5): 623-630, 2021
A. Brias, S. Munch Ecosystem-based management using Empirical Dynamic Programming. Ecological Modeling, Elsevier, vol. 441(C), 2020
S. Munch, A. Brias, T. Rogers & G. Sugihara Food for Thought Frequently asked questions about nonlinear dynamics and empirical dynamic modelling. ICES Journal Of Marine Science, 2019
A. Brias, J.-D. Mathias & G. Deffuant Inter-annual rainfall variability may foster lake regime shifts: An example from Lake Bourget in France. December 2018, Ecological Modelling 389:11-18 DOI: 10.1016/j.ecolmodel.2018.10.004, [link]
A. Brias, J.-D. Mathias & G. Deffuant Accelerating viability kernel computation with CUDA architecture: application to bycatch fishery management. Computational Management Science 13 (3), 2016
A. Brias, J.-D. Mathias & G. Deffuant Computing the reliability kernel of a time-variant system: application to a corroded beam. Special issue, 8th IFAC Conference on Manufacturing Modelling, Management and Control, Troyes, France, MIM 2016
International conferences (to be updated)
2022 A. Brias, A. Bonis, J-B Pichancourt Adaptation Pathways Maps in agro-ecosystem management, SFE2 International Conference, Metz, France, Novembre 2022
2022 A. Brias, A. Bonis, J-B Pichancourt Adaptation Pathways Maps in agro-ecosystem management, Complex System Society Conference, Palma de Mallorca, Spain, October 2022
2021 A. Brias, A. Bonis, J-B Pichancourt How to organize and adapt a complex social-ecological landscape where global change pressures the sustainability of multiple ecosystem services? Complex System Conference, Lyon, France, Octobre 2021
2020 A. Brias, S. Munch Ecosystem-based management using Empirical Dynamic Programming. American Naturalist 2020, Monterey CA, USA, Janvier 2020
2018 A. Brias, S. Munch Near-optimal multi-species ecosystem management using Empirical Dynamic Programming. Nonlinear Dynamics in Fisheries Workshop, Novembre 2018
2017 A. Brias, J.-D. Mathias & G. Deffuant Dispel the dimensionality curse in viability kernel computation with parallel computing and reliability theory. Presentation talk, University of Vermont, Burlington (VE), USA, Février 2017
2015 A. Brias, J.-D. Mathias & G. Deffuant Application of the stochastic viability to the management of lake eutrophication, World Conference on Natural Resource Modeling RMA, Bordeaux, 2015
2014 A. Brias, J.-D. Mathias & G. Deffuant Using CUDA architecture to accelerate ultidimensional viability kernel computing, 3rd international workshop At the boundaries of Dynamic Games, Control and Viability, Saint-Nicolas la Chapelle, 2014
National conferences
A. Brias, J.-D. Mathias & G. Deffuant Application of the stochastic viability to the management of lake eutrophication, Journées de la Modélisation, IRSTEA, Aubière, France, 2015
Other talks
A. Brias, J.-D. Mathias & G. Deffuant Dispel the dimensionality curse in viability kernel computation with parallel computing and reliability theory Presentation talk, NMFS, Santa Cruz (CA), USA, 2017
A. Brias, J.-D. Mathias & G. Deffuant Dispel the dimensionality curse in viability kernel computation with parallel computing and reliability theory Presentation talk, University of Vermont, Burlington (VE), USA, 2017
Dissertation
A. Brias, Conjurer la malédiction de la dimension dans le calcul de noyau de viabilité à l'aide de parallélisation sur carte graphique et de la théorie de la fiabilité : Application à des dynamiques environnementales (Dispel the dimensionality curse in viability kernel computation with the help of GPGPU and reliability theory: application to environmental dynamics), PhD (2016) Defense