Johannes Neumann

Publication Activity (10 Years)

Years Active: 2016-2022
Publications (10 Years): 7

Top Topics

Uncertain Databases

Monte Carlo Method

Regression Algorithm

Probabilistic Xml

Top Venues

SIAM/ASA J. Uncertain. Quantification

Comput. Methods Appl. Math.

PKDD/ECML Workshops (1)

Publications

Martin Eigel, Marvin Haase, Johannes Neumann
Topology Optimisation under Uncertainties with Neural Networks. Algorithms 15 (7) (2022)
Claas Völcker, Alejandro Molina, Johannes Neumann, Dirk Westermann, Kristian Kersting
DeepNotebooks: Deep Probabilistic Models Construct Python Notebooks for Reporting Datasets. PKDD/ECML Workshops (1) (2019)
Martin Eigel, Johannes Neumann, Reinhold Schneider, Sebastian Wolf
Non-intrusive Tensor Reconstruction for High-Dimensional Random PDEs. Comput. Methods Appl. Math. 19 (1) (2019)
Felix Anker, Christian Bayer, Martin Eigel, Marcel Ladkau, Johannes Neumann, John Schoenmakers
SDE Based Regression for Linear Random PDEs. SIAM J. Sci. Comput. 39 (3) (2017)
Fabian Mager, Johannes Neumann, Carsten Herrmann, Marco Zimmerling, Frank H. P. Fitzek
All-to-all Communication in Multi-hop Wireless Networks with Mixer: Poster Abstract. SenSys (2016)
Sebastian Höppner, Johannes Partzsch, Johannes Neumann, René Schüffny, Christian Mayr
A Calibration Technique for Bang-Bang ADPLLs Using Jitter Distribution Monitoring. IEEE Trans. Very Large Scale Integr. Syst. 24 (12) (2016)
Martin Eigel, Christian Merdon, Johannes Neumann
An Adaptive Multilevel Monte Carlo Method with Stochastic Bounds for Quantities of Interest with Uncertain Data. SIAM/ASA J. Uncertain. Quantification 4 (1) (2016)