Differentiable Likelihoods for Fast Inversion of 'Likelihood-Free' Dynamical Systems

21 February 2020

Papers citing "Differentiable Likelihoods for Fast Inversion of 'Likelihood-Free' Dynamical Systems"

7 / 7 papers shown

Title
Hybrid Modeling Design Patterns Maja Rudolph Stefan Kurz Barbara Rakitsch AI4CE 31 8 0 29 Dec 2023
Data-Adaptive Probabilistic Likelihood Approximation for Ordinary Differential Equations Mohan Wu Martin Lysy 44 4 0 08 Jun 2023
Solving Inverse Physics Problems with Score Matching Benjamin Holzschuh S. Vegetti Nils Thuerey DiffM 13 10 0 24 Jan 2023
Fenrir: Physics-Enhanced Regression for Initial Value Problems Filip Tronarp Nathanael Bosch Philipp Hennig 33 13 0 02 Feb 2022
A Probabilistic State Space Model for Joint Inference from Differential Equations and Data Jonathan Schmidt Nicholas Kramer Philipp Hennig 8 23 0 18 Mar 2021
Stable Implementation of Probabilistic ODE Solvers Nicholas Kramer Philipp Hennig 102 20 0 18 Dec 2020
Bayesian ODE Solvers: The Maximum A Posteriori Estimate Filip Tronarp Simo Sarkka Philipp Hennig 43 42 0 01 Apr 2020