Modelling intensities of order flows in a limit order book

Three research topics on limit order books, IPAM Financial Maths 2015, Core Participants Short Talks, Institute for Pure and Applied Mathematics

Stationary distributions in Poisson limit order book models, Workshop on the Mathematics of High-Frequency Trading, Institute for Pure and Applied Mathematics.

Deep learning of point processes for modeling high-frequency data

Neural Hawkes: Non-Parametric Estimation in High Dimension and Causality Analysis in Cryptocurrency Markets

Parameterization of plant growth models to characterize genotype by environment interactions: a methodology adapted to breeding programs

Optimal control of non-smooth greenhouse models

A Symbolic Method to Analyse Patterns in Plant Structure

Insights of Global Sensitivity Analysis in Biological Models with Dependent Parameters

Assimilation de données par filtrage particulaire régularisé dans un modèle d'épidémiologie

GreenLab: A Dynamical Model of Plant Growth for Environmental Applications

Modeling spatial competition for light in plant populations with the porous medium equation

Full Bayesian inference in hidden Markov models of plant growth

A data augmentation scheme embedding a sequential Monte Carlo method for Bayesian parameter inference in state space models

Reconstructing minimal length tree branch systems from leaf positions

Crop recognition from sequential sentinel-1 images with lstm recurrent networks

Assessment of Interactions in Complex Mechanistic Models using Global Sensitivity Analysis

A Positive MUSCL Scheme for Triangulations

Bayesian Estimation for the GreenLab Plant Growth Model with Deterministic Organogenesis

Iterative convolution particle filtering for nonlinear parameter estimation and data assimilation with application to crop yield prediction

Une histoire de la modélisation des plantes

Towards an EDSL to enhance good modelling practice for non-linear stochastic discrete dynamical models Application to plant growth models

WIP - Promoting good modeling practice with a domain-specific language and statistical algorithms designed for parallel computing

Using a mathematical model to evaluate the trophic and non-trophic determinants of axis development in grapevine (Vitis vinifera L.)

Application of Weighted Regression for the Prediction of Soft Wheat Production in France

Validation of a functional-structural tree model using terrestrial Lidar data

Testing variance components in nonlinear mixed effects models. Application to plant growth modelling

Modelling Competition in Crop Populations via Reaction-­Diffusion Foliage Dynamics. With an Outlook on Tree Modelling

Parallel Graph Grammars with Instantiation Rules Allow Efficient Structural Factorization of Virtual Vegetation

Parameter estimation via stochastic variants of the ECM algorithm with applications to plant growth modeling

A Regularized Particle Filter EM Algorithm Based on Gaussian Randomization with an Application to Plant Growth Modeling

Modélisation et simulation de l'architecture et de la production végétales

A Comparison of a Generic MCMC-Based Algorithm for Bayesian Estimation in C++, R and Julia. Application to Plant Growth Modeling

Computing the moments of probability distributions for branching processes

Sensitivity analysis of GreenLab model for maize

Bayesian Estimation in Functional-Structural Plant Models with Stochastic Organogenesis

A Markovian framework to formalize stochastic L-systems and application to models of plant development

Learning from User Workflows for the Characterization and Prediction of Software Crashes

A comprehensive methodology of global sensitivity analysis for complex mechanistic models with an application to plant growth

A novel batch-effect correction method for scRNA-seq data based on Adversarial Information Factorization

Global sensitivity analysis of the NEMA model for its parameterization and biological diagnosis.

Leaf density-based modelling of phototropic crown dynamics and long-term predictive application to European beech

Optimal Control of Crop Irrigation based on the Hamilton-Jacobi-Bellman Equation

Turgidity-dependent petiole flexibility enables efficient water use by a tree subjected to water stress

A nonlinear mixed effects model of plant growth and estimation via stochastic variants of the EM algorithm.

The use of Sensitivity Analysis for the design of Functional Structural Plant Models

Generating Functions of Stochastic L-Systems and Application to Models of Plant Development

Is it possible to simulate rapeseed organ mass in relation to N nutrition ? Calibration of the functional-structural model GREENLAB for the oilseed rape Brassica napus L. during the vegetative phase for two nitrogen nutrition levels

Le passage de la plante au peuplement

Towards a continuous approach of functional-structural plant growth