Person
Julien Léo Billeter
This person is no longer with EPFL
About this result
This page is automatically generated and may contain information that is not correct, complete, up-to-date, or relevant to your search query. The same applies to every other page on this website. Please make sure to verify the information with EPFL's official sources.
Ontological neighbourhood
Related publications (73)
Please note that this is not a complete list of this person’s publications. It includes only semantically relevant works. For a full list, please refer to Infoscience.
Sequential model identification of reaction systems-The missing path between the incremental and simultaneous approaches
Dominique Bonvin, Julien Léo Billeter, Sriniketh Srinivasan
Modeling chemical reaction systems is an important but complex task. The identified kinetic model must be able to explain all the underlying rate processes such as chemical reactions and heat and mass transfers. Traditionally, the modeling task is carried ...
2019Maximum-likelihood estimation of kinetic parameters via the extent-based incremental approach
Dominique Bonvin, Julien Léo Billeter, Diogo Filipe Mateus Rodrigues
For lumped homogeneous reaction systems, this paper presents a kinetic model identification scheme that provides maximum-likelihood parameter estimates and guarantees convergence to global optimality. The use of the extent-based incremental approach allows ...
PERGAMON-ELSEVIER SCIENCE LTD2019Incremental Parameter Estimation under Rank-Deficient Measurement Conditions
Dominique Bonvin, Julien Léo Billeter
The computation and modeling of extents has been proposed to handle the complexity of large-scale model identification tasks. Unfortunately, the existing extent-based framework only applies when certain conditions apply. Most typically, it is required that ...
2019People doing similar research (2)