558 citations
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250 papers
Sinkhorn Hamiltonian Monte Carlo for Entropic Optimal Transport Generalized Bayes
Guilhem Nespoulous, Fr{é}d{é}ric Bertrand, Myriam Maumy +1
Bayesian posterior sampling is a ubiquitous paradigm for problems where a point estimate of parameters is not sufficient, such as risk analysis and uncertainty quantification. Howe…
Controlled release from polyurethane films: drug release mechanisms
N. Abbasnezhad, N. Zirak, M. Shirinbayan +4
In this study, polyurethane-films loaded diclofenac were used to analyze the drug release kinetics and mechanisms. For this purpose, the experimental procedures were developed unde…
Assessment of jet inflow conditions on the development of supersonic jet flows
Diego F. Abreu, Joao Luiz F. Azevedo, Carlos Junqueira-Junior
In the present work, large-eddy simulations of free supersonic jet flows are performed to investigate the influence of inflow conditions on the jet flow field and its turbulent pro…
Fabrication, drug delivery kinetics and cell viability assay of PLGA-coated vancomycin-loaded silicate porous microspheres
N. Zirak, A. Maadani, E. Salahinejad +2
Porous ceramic microspheres are a desirable substance for bone tissue reconstruction and delivery applications. This study focuses on Mg-Ca silicate microspheres encapsulated in bi…
Latent-Autoregressive GP-VAE Language Model
Yves Ruffenach
We investigate a fully Latent AutoRegressive scheme based on a Gaussian Process (GP) integrated into a Variational Autoencoder (VAE). In this setting, sequential dynamics are trans…
Leveraging Scale Separation and Stochastic Closure for Data-Driven Prediction of Chaotic Dynamics
Ismaël Zighed, Nicolas Thome, Patrick Gallinari +1
Simulating turbulent fluid flows is a computationally prohibitive task, as it requires the resolution of fine-scale structures and the capture of complex nonlinear interactions acr…