Christian Beck

Publication Activity (10 Years)

Years Active: 2002-2024
Publications (10 Years): 25

Top Topics

Monte Carlo Methods

Approximation Algorithms

Differential Equations

Top Venues

Publications

Christian Beck, Dustin Lazarovici
Relativistic Consistency of Nonlocal Quantum Correlations. Entropy 26 (7) (2024)
Christian Beck, Sebastian Becker, Patrick Cheridito, Arnulf Jentzen, Ariel Neufeld
An efficient Monte Carlo scheme for Zakai equations. Commun. Nonlinear Sci. Numer. Simul. 126 (2023)
Philipp C. Böttcher, Leonardo Rydin Gorjão, Christian Beck, Richard Jumar, Heiko Maaß, Veit Hagenmeyer, Dirk Witthaut, Benjamin Schäfer
Initial analysis of the impact of the Ukrainian power grid synchronization with Continental Europe. CoRR (2022)
Jin Yan, Christian Beck
Information Shift Dynamics Described by Tsallis q = 3 Entropy on a Compact Phase Space. Entropy 24 (11) (2022)
Christian Beck, Sebastian Becker, Patrick Cheridito, Arnulf Jentzen, Ariel Neufeld
An efficient Monte Carlo scheme for Zakai equations. CoRR (2022)
Leonardo Rydin Gorjão, Luigi Vanfretti, Dirk Witthaut, Christian Beck, Benjamin Schäfer
Phase and Amplitude Synchronization in Power-Grid Frequency Fluctuations in the Nordic Grid. IEEE Access 10 (2022)
Christian Beck, Sebastian Becker, Patrick Cheridito, Arnulf Jentzen, Ariel Neufeld
Deep Splitting Method for Parabolic PDEs. SIAM J. Sci. Comput. 43 (5) (2021)
Christian Beck, Sebastian Becker, Philipp Grohs, Nor Jaafari, Arnulf Jentzen
Solving the Kolmogorov PDE by Means of Deep Learning. J. Sci. Comput. 88 (3) (2021)
Christian Beck, Martin Hutzenthaler, Arnulf Jentzen, Emilia Magnani
Full history recursive multilevel Picard approximations for ordinary differential equations with expectations. CoRR (2021)
Verjina Torosian Khouygani, Shahnam Mirzaei, Christian Beck, Debi Prasad Choudhary
An FPGA Based Hardware Accelerated Framework for Solar Spectra Matching with Parameterized Matched Filter IP Core. FCCM (2021)
Leonardo Rydin Gorjão, Luigi Vanfretti, Dirk Witthaut, Christian Beck, Benjamin Schäfer
Phase and amplitude synchronisation in power-grid frequency fluctuations in the Nordic Grid. CoRR (2021)
Christian Beck, Lukas Gonon, Arnulf Jentzen
Overcoming the curse of dimensionality in the numerical approximation of high-dimensional semilinear elliptic partial differential equations. CoRR (2020)
Christian Beck, Arnulf Jentzen, Thomas Kruse
Nonlinear Monte Carlo methods with polynomial runtime for high-dimensional iterated nested expectations. CoRR (2020)
Christian Beck, Martin Hutzenthaler, Arnulf Jentzen, Benno Kuckuck
An overview on deep learning-based approximation methods for partial differential equations. CoRR (2020)
Leonardo Rydin Gorjão, Mehrnaz Anvari, Holger Kantz, Christian Beck, Dirk Witthaut, Marc Timme, Benjamin Schäfer
Data-Driven Model of the Power-Grid Frequency Dynamics. IEEE Access 8 (2020)
Christian Beck, Sebastian Becker, Patrick Cheridito, Arnulf Jentzen, Ariel Neufeld
Deep learning based numerical approximation algorithms for stochastic partial differential equations and high-dimensional nonlinear filtering problems. CoRR (2020)
Christian Beck, Fabian Hornung, Martin Hutzenthaler, Arnulf Jentzen, Thomas Kruse
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. 28 (4) (2020)
Christian Beck, Fabian Hornung, Martin Hutzenthaler, Arnulf Jentzen, Thomas Kruse
Overcoming the curse of dimensionality in the numerical approximation of Allen-Cahn partial differential equations via truncated full-history recursive multilevel Picard approximations. CoRR (2019)
Christian Beck, Sebastian Becker, Patrick Cheridito, Arnulf Jentzen, Ariel Neufeld
Deep splitting method for parabolic PDEs. CoRR (2019)
Christian Beck, Arnulf Jentzen, Benno Kuckuck
Full error analysis for the training of deep neural networks. CoRR (2019)
Christian Beck, Weinan E, Arnulf Jentzen
Machine Learning Approximation Algorithms for High-Dimensional Fully Nonlinear Partial Differential Equations and Second-order Backward Stochastic Differential Equations. J. Nonlinear Sci. 29 (4) (2019)
Christian Beck, Sebastian Becker, Philipp Grohs, Nor Jaafari, Arnulf Jentzen
Solving stochastic differential equations and Kolmogorov equations by means of deep learning. CoRR (2018)
Randall Martyr, Benjamin Schäfer, Christian Beck, Vito Latora
Control of active power for synchronization and transient stability of power grids. CoRR (2018)
Randall Martyr, John Moriarty, Christian Beck
Optimal control of a commercial building's thermostatic load for off-peak demand response. CoRR (2018)
Christian Beck, Weinan E, Arnulf Jentzen
Machine learning approximation algorithms for high-dimensional fully nonlinear partial differential equations and second-order backward stochastic differential equations. CoRR (2017)
Pau Rabassa, Christian Beck
Extreme Value Laws for Superstatistics. Entropy 16 (10) (2014)
David O. Johnson, Raymond H. Cuijpers, James F. Juola, Elena Torta, Mikhail Simonov, Antonella Frisiello, Marco Bazzani, Wenjie Yan, Cornelius Weber, Stefan Wermter, Nils Meins, Johannes Oberzaucher, Paul Panek, Georg Edelmayer, Peter Mayer, Christian Beck
Socially Assistive Robots: A Comprehensive Approach to Extending Independent Living. Int. J. Soc. Robotics 6 (2) (2014)
Paul Panek, Christian Beck, Georg Edelmayer, Peter Mayer, Wolfgang L. Zagler
A Projector as Mobile Visualization Device on an Assistive Robot. ERCIM News 2013 (92) (2013)
Peter Mayer, Christian Beck, Paul Panek
Examples of multimodal user interfaces for socially assistive robots in Ambient Assisted Living environments. CogInfoCom (2012)
Johannes Oberzaucher, Katharina Werner, Harald P. Mairböck, Christian Beck, Paul Panek, Walter Hlauschek, Wolfgang L. Zagler
A Videophone Prototype System Evaluated by Elderly Users in the Living Lab Schwechat. USAB (2009)
Arvind Ashok, Christian Beck
Using activity theory to develop a design framework for rural development. CHI Extended Abstracts (2007)
Christian Beck, Craig Birchler
Multi-modal Search Interaction: Helping Users Make Connections Between Conceptual and Spatial Maps. INTERACT (2) (2007)
Eli Blevis, Kevin Makice, William Odom, David Roedl, Christian Beck, Shunying Blevis, Arvind Ashok
Luxury & new luxury, quality & equality. DPPI (2007)
Christian Beck, Gottfried Seisenbacher, Georg Edelmayer, Wolfgang L. Zagler
EMU - A European Multilingual Text Prediction Software. ICCHP (2006)
Christian Beck, Gottfried Seisenbacher, Georg Edelmayer, Wolfgang L. Zagler
First User Test Results with the Predictive Typing System FASTY. ICCHP (2004)
Paul Panek, Christian Beck, Stefan Mina, Gottfried Seisenbacher, Wolfgang L. Zagler
Technical Assistance for Motor- and Multiple Disabled Children - Some Long Term Experiences. ICCHP (2002)
Paul Panek, Christian Beck, Andreas Hochgatterer, Stefan Mina, Barbara Prazak, Gottfried Seisenbacher, Mathijs Soede, Wolfgang L. Zagler
Tele-Help and Remote Service Provision Using RESORT Prototype System. ICCHP (2002)