Number of items: **14**.

## 2022

Weissmann, Simon and Chada, Neil and Schillings, Claudia and Tong, Xin
(2022)
*Adaptive Tikhonov strategies for stochastic ensemble Kalman inversion.*
.
.
(Submitted)

Chada, Neil and Schillings, Claudia and Tong, Xin and Weissmann, Simon
(2022)
*Consistency analysis of bilevel data-driven learning in inverse problems.*
Communications in Mathematical Sciences, 20
(1).
pp. 123-164.

## 2021

Blömker, Dirk and Schillings, Claudia and Wacker, Philipp and Weissmann, Simon
(2021)
*Continuous time limit of the stochastic ensemble Kalman inversion: Strong convergence analysis.*
.
.
(Submitted)

Schillings, Claudia and Guth, Philipp A. and Weissmann, Simon
(2021)
*A General Framework for Machine Learning based Optimization Under Uncertainty.*
.
.
(Submitted)

John, David N. and Stohrer, Livia and Schillings, Claudia and Schick, Michael and Heuveline, Vincent
(2021)
*Hierarchical surrogate-based Approximate Bayesian Computation for an electric motor test bench.*
.
.
(Submitted)

Guth, Philipp A. and Kaarnioja, Vesa and Kuo, Frances Y. and Schillings, Claudia and Sloan, Ian H.
(2021)
*A Quasi-Monte Carlo Method for Optimal Control Under Uncertainty.*
SIAM/ASA Journal on Uncertainty Quantification, 9
(2).

## 2020

Schillings, Claudia and Sprungk, Björn and Wacker, Philipp
(2020)
*On the convergence of the Laplace approximation and
noise-level-robustness of Laplace-based Monte Carlo
methods for Bayesian inverse problems.*
Numerische Mathematik, 145
.
pp. 915-971.

Guth, Philipp A. and Schillings, Claudia and Weissmann, Simon
(2020)
*Ensemble Kalman filter for neural network based one-shot inversion.*
.
.
(Submitted)

Schillings, Claudia and Sprungk, Björn and Wacker, Philipp
(2020)
*On the convergence of the Laplace approximation and noise-level-robustness of Laplace-based Monte Carlo methods for Bayesian inverse problems.*
Numerische Mathematik, 145
(1).
pp. 915-971.

## 2019

Blömker, Dirk and Schillings, Claudia and Wacker, Philipp and Weissmann, Simon
(2019)
*Well posedness and convergence analysis of the
ensemble Kalman inversion.*
Inverse Problems, 35
.
pp. 1-33.

## 2017

Blömker, Dirk and Schillings, Claudia and Wacker, Philipp
(2017)
*A strongly convergent numerical scheme from EnKF continuum analysis.*
...
.
(Submitted)

## 2016

Schillings, Claudia and Stuart, Andrew M.
(2016)
*Analysis of the ensemble Kalman filter for inverse problems.*
arXiv
.

## 2012

Schillings, Claudia and Schulz, Volker
(2012)
*Problem Formulations and Treatment of Uncertainties in Aerodynamic Design.*
AIAA Journal, 47
(3).

## 2010

Borzì, Alfio and Schulz, Volker H. and Schillings, Claudia and von Winckel, Gregory
(2010)
*On the treatment of distributed uncertainties in PDE‐constrained optimization.*
GAMM-Mitteilungen, 33
(2).
pp. 230-246.

This list was generated on **Wed Mar 29 15:25:35 2023 CEST**.