Richard Nickl

According to our database1, Richard Nickl authored at least 11 papers between 2019 and 2026.

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Bibliography

2026
On gradient stability in nonlinear PDE models and inference in interacting particle systems.
CoRR, January, 2026

2025
Inferring diffusivity from killed diffusion.
CoRR, March, 2025

2024
On low frequency inference for diffusions without the hot spots conjecture.
CoRR, 2024

Bernstein-von Mises theorems for time evolution equations.
CoRR, 2024

Bayesian Nonparametric Inference in McKean-Vlasov models.
CoRR, 2024

2023
On posterior consistency of data assimilation with Gaussian process priors: the 2D Navier-Stokes equations.
CoRR, 2023

2022
Inference for diffusions from low frequency measurements.
CoRR, 2022

On free energy barriers in Gaussian priors and failure of MCMC for high-dimensional unimodal distributions.
CoRR, 2022

2020
Convergence Rates for Penalized Least Squares Estimators in PDE Constrained Regression Problems.
SIAM/ASA J. Uncertain. Quantification, 2020

On polynomial-time computation of high-dimensional posterior measures by Langevin-type algorithms.
CoRR, 2020

2019
Consistency of Bayesian inference with Gaussian process priors in an elliptic inverse problem.
CoRR, 2019


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