research
∙
04/02/2023
Geometric constraints improve inference of sparsely observed stochastic dynamics
The dynamics of systems of many degrees of freedom evolving on multiple ...
share
research
∙
01/19/2023
Geometric path augmentation for inference of sparsely observed stochastic nonlinear systems
Stochastic evolution equations describing the dynamics of systems under ...
research
∙
12/10/2021
Deterministic particle flows for constraining stochastic nonlinear systems
Devising optimal interventions for constraining stochastic systems is a ...
research
∙
10/25/2021
Deterministic particle flows for constraining SDEs
Devising optimal interventions for diffusive systems often requires the ...
research
∙
06/01/2020
Interacting particle solutions of Fokker-Planck equations through gradient-log-density estimation
Fokker-Planck equations are extensively employed in various scientific f...
research
∙
03/27/2018