Christian Beck

Orcid: 0000-0002-4818-6997

According to our database1, Christian Beck authored at least 32 papers between 2002 and 2023.

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Bibliography

2023
An efficient Monte Carlo scheme for Zakai equations.
Commun. Nonlinear Sci. Numer. Simul., November, 2023

2022
Information Shift Dynamics Described by Tsallis q = 3 Entropy on a Compact Phase Space.
Entropy, November, 2022

Initial analysis of the impact of the Ukrainian power grid synchronization with Continental Europe.
CoRR, 2022

Phase and Amplitude Synchronization in Power-Grid Frequency Fluctuations in the Nordic Grid.
IEEE Access, 2022

2021
Deep Splitting Method for Parabolic PDEs.
SIAM J. Sci. Comput., 2021

Solving the Kolmogorov PDE by Means of Deep Learning.
J. Sci. Comput., 2021

Phase and amplitude synchronisation in power-grid frequency fluctuations in the Nordic Grid.
CoRR, 2021

Full history recursive multilevel Picard approximations for ordinary differential equations with expectations.
CoRR, 2021

An FPGA Based Hardware Accelerated Framework for Solar Spectra Matching with Parameterized Matched Filter IP Core.
Proceedings of the 29th IEEE Annual International Symposium on Field-Programmable Custom Computing Machines, 2021

2020
Overcoming the curse of dimensionality in the numerical approximation of Allen-Cahn partial differential equations via truncated full-history recursive multilevel Picard approximations.
J. Num. Math., 2020

An overview on deep learning-based approximation methods for partial differential equations.
CoRR, 2020

Deep learning based numerical approximation algorithms for stochastic partial differential equations and high-dimensional nonlinear filtering problems.
CoRR, 2020

Nonlinear Monte Carlo methods with polynomial runtime for high-dimensional iterated nested expectations.
CoRR, 2020

Overcoming the curse of dimensionality in the numerical approximation of high-dimensional semilinear elliptic partial differential equations.
CoRR, 2020

Data-Driven Model of the Power-Grid Frequency Dynamics.
IEEE Access, 2020

2019
Machine Learning Approximation Algorithms for High-Dimensional Fully Nonlinear Partial Differential Equations and Second-order Backward Stochastic Differential Equations.
J. Nonlinear Sci., 2019

Full error analysis for the training of deep neural networks.
CoRR, 2019

2018
Optimal control of a commercial building's thermostatic load for off-peak demand response.
CoRR, 2018

Solving stochastic differential equations and Kolmogorov equations by means of deep learning.
CoRR, 2018

Control of active power for synchronization and transient stability of power grids.
CoRR, 2018

2014
Socially Assistive Robots: A Comprehensive Approach to Extending Independent Living.
Int. J. Soc. Robotics, 2014

Extreme Value Laws for Superstatistics.
Entropy, 2014

2013
A Projector as Mobile Visualization Device on an Assistive Robot.
ERCIM News, 2013

2012
Examples of multimodal user interfaces for socially assistive robots in Ambient Assisted Living environments.
Proceedings of the IEEE 3rd International Conference on Cognitive Infocommunications, 2012

2009
A Videophone Prototype System Evaluated by Elderly Users in the Living Lab Schwechat.
Proceedings of the HCI and Usability for e-Inclusion, 2009

2007
Multi-modal Search Interaction: Helping Users Make Connections Between Conceptual and Spatial Maps.
Proceedings of the Human-Computer Interaction, 2007

Luxury & new luxury, quality & equality.
Proceedings of the 2007 International Conference on Designing Pleasurable Products and Interfaces, 2007

Using activity theory to develop a design framework for rural development.
Proceedings of the Extended Abstracts Proceedings of the 2007 Conference on Human Factors in Computing Systems, 2007

2006
EMU - A European Multilingual Text Prediction Software.
Proceedings of the Computers Helping People with Special Needs, 2006

2004
First User Test Results with the Predictive Typing System FASTY.
Proceedings of the Computers Helping People with Special Needs, 2004

2002
Technical Assistance for Motor- and Multiple Disabled Children - Some Long Term Experiences.
Proceedings of the Computers Helping People with Special Needs, 2002

Tele-Help and Remote Service Provision Using RESORT Prototype System.
Proceedings of the Computers Helping People with Special Needs, 2002


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