Jana de Wiljes

According to our database, Jana de Wiljes authored at least 14 papers between 2013 and 2026.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2026

A light-weight Graph Neural Network for the prediction of ³¹P Nuclear Magnetic Resonance signals.

Dimitri Domnjuk, Jana de Wiljes, Robert Geitner

J. Cheminformatics, December, 2026

Identifiability and amortized inference limitations in Kuramoto models.

Emma Hannula, Jana de Wiljes, Matthew T. Moores, Heikki Haario, Lassi Roininen

CoRR, March, 2026

2025

Navigating the consequences of mechanical ventilation in clinical intensive care settings through an evolutionary game-theoretic framework.

David J. Albers, Tellen D. Bennett, Jana de Wiljes, Bradford J. Smith, Peter D. Sottile, J. N. Stroh

CoRR, October, 2025

Filtering with Randomised Observations: Sequential Learning of Relevant Subspace Properties and Accuracy Analysis.

Nazanin Abedini, Jana de Wiljes, Svetlana Dubinkina

CoRR, September, 2025

Bayesian LSTM for indoor temperature modeling.

Emma Hannula, Arttu Häkkinen, Antti Solonen, Felibe Uribe, Jana de Wiljes, Lassi Roininen

CoRR, April, 2025

2024

Adaptive tempering schedules with approximative intermediate measures for filtering problems.

Iris Rammelmüller, Gottfried Hastermann, Jana de Wiljes

CoRR, 2024

2021

Randomised maximum likelihood based posterior sampling.

Yuming Ba, Jana de Wiljes, Dean S. Oliver, Sebastian Reich

CoRR, 2021

2020

Ensemble Transform Algorithms for Nonlinear Smoothing Problems.

Jana de Wiljes, Sahani Pathiraja, Sebastian Reich

SIAM J. Sci. Comput., 2020

Reinforcement learning and Bayesian data assimilation for model-informed precision dosing in oncology.

Corinna Maier, Niklas Hartung, Charlotte Kloft, Wilhelm Huisinga, Jana de Wiljes

CoRR, 2020

2019

Analysis of a localised nonlinear Ensemble Kalman Bucy Filter with complete and accurate observations.

Jana de Wiljes, Xin Tong

CoRR, 2019

2018

Long-Time Stability and Accuracy of the Ensemble Kalman-Bucy Filter for Fully Observed Processes and Small Measurement Noise.

Jana de Wiljes, Sebastian Reich, Wilhelm Stannat

SIAM J. Appl. Dyn. Syst., 2018

2017

Second-order Accurate Ensemble Transform Particle Filters.

Walter Acevedo, Jana de Wiljes, Sebastian Reich

SIAM J. Sci. Comput., 2017

Kalman Filter and its Modern Extensions for the Continuous-time Nonlinear Filtering Problem.

Amirhossein Taghvaei, Jana de Wiljes, Prashant G. Mehta, Sebastian Reich

CoRR, 2017

2013

An Adaptive Markov Chain Monte Carlo Approach to Time Series Clustering of Processes with Regime Transition Behavior.

Jana de Wiljes, Andrew J. Majda, Illia Horenko

Multiscale Model. Simul., 2013