RESSTE and the EcoStat network have jointly organized a workshop on SPDE modeling and INLA in Avignon from November 7 to 9, 2018. The workshop featured tutorials on INLA/SPDE as well as scientific talks on topics related to the INLA/SPDE universe. Invited speakers were:
- Haakon Bakka, KAUST
- David Bolin, Chalmers University
- Nicolas Desassis, MinesParisTech
- Janine Illian, University of St Andrews
- Finn Lindgren, University of Edinburgh
The program of the workshop can be found here
A general introduction to the workshop is here.
A zip file containing all material for running the tutorials shown at the workshop is provided here. Presentations are available for downloads. Feel free to do so! Authors are eager to receive feedbacks.
- Janine Illian (Saint Andrews University) Point processes – abstraction and practical relevance
- Thomas Opitz (BioSP, INRA) INLA and R-INLA: a short introduction
- Facundo Muñoz (CIRAD) Accounting for the spatio-temporal spread of a fungal invasion
- Yuheng Ling (LISA, Corsica University) Hedonic Housing Prices in Corsica: A spatiotemporal hierarchical approach
- Florent Bonneu (Avignon Université) Using INLA to model wildfire occurrences in Southern France
- Haakon Bakka (KAUST) Tutorial: A practical introduction to the SPDE approach with INLA
- David Bolin (Chalmers University) The rational SPDE approach for Gaussian random fields with general smoothness
- Finn Lindgren (Edinburgh University) Recent, current, and future issues for large scale space-time and non-linear INLA
- Nicolas Desassis (MinesParisTech) Can the SPDE approach replace traditional geostatistics for industrial applications?
- Ricardo Carrizo (MinesParisTech) On simulations of SPDE-based stationary random fields
- Mike Pereira (MinesParisTech, ESTIMAGES) Finite element simulations of non-Markovian random fields on Riemannian manifolds
- Thomas Opitz (BioSP, INRA) Some topics in INLA practice
- Haakon Bakka (KAUST) Non-stationary Gaussian models with physical barriers
- Anastasiia Gorshechnikova (Universita di Padova & Ca’ Foscari, Venice) Fast Approximation of Covariance Functions Using a Hierarchical Matrices Approach
- Thomas Romary (MinesParisTech) Second order finite elements for the SPDE approach
- Maxime Beauchamp (MinesParisTech) Introduction of the air pollution dataset and elements of comparison between space-time estimation methods applied to air quality forecasting
- Janine Illian (Saint Andrews University) Extending the toolbow - inlabru; what can it do?
Le réseau RESSTE et le GDR EcoStat ont organisé, à Avignon du 7 au 9 novembre 2018, un atelier autour de l'approche SPDE et de son implémentation pratique dans R/INLA dans un cadre spatio-temporel, alternant des exposés scientifiques et des séances de travail organisées sous formes de tutoriels interactifs à partir de deux jeux de données. Plusieurs conférenciers invités ont participé à ces journées, soit pour animer un tutoriel, soit pour des exposés longs:
- Haakon Bakka, KAUST
- David Bolin, Chalmers University
- Nicolas Desassis, MinesParisTech
- Janine Illian, University of St Andrews
- Finn Lindgren, University of Edinburgh
Les exposés peuvent être téléchargés dans la section en anglais présentée ci-dessus.