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Christian Beck
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Journal Articles
- 2024
- [j11]Christian Beck, Dustin Lazarovici:
Relativistic Consistency of Nonlocal Quantum Correlations. Entropy 26(7): 548 (2024) - 2023
- [j10]Christian Beck, Sebastian Becker, Patrick Cheridito, Arnulf Jentzen, Ariel Neufeld:
An efficient Monte Carlo scheme for Zakai equations. Commun. Nonlinear Sci. Numer. Simul. 126: 107438 (2023) - 2022
- [j9]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: 18065-18073 (2022) - [j8]Jin Yan, Christian Beck:
Information Shift Dynamics Described by Tsallis q = 3 Entropy on a Compact Phase Space. Entropy 24(11): 1671 (2022) - 2021
- [j7]Christian Beck, Sebastian Becker, Philipp Grohs, Nor Jaafari, Arnulf Jentzen:
Solving the Kolmogorov PDE by Means of Deep Learning. J. Sci. Comput. 88(3): 73 (2021) - [j6]Christian Beck, Sebastian Becker, Patrick Cheridito, Arnulf Jentzen, Ariel Neufeld:
Deep Splitting Method for Parabolic PDEs. SIAM J. Sci. Comput. 43(5): A3135-A3154 (2021) - 2020
- [j5]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: 43082-43097 (2020) - [j4]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): 197-222 (2020) - 2019
- [j3]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): 1563-1619 (2019) - 2014
- [j2]Pau Rabassa, Christian Beck:
Extreme Value Laws for Superstatistics. Entropy 16(10): 5523-5536 (2014) - [j1]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): 195-211 (2014)
Conference and Workshop Papers
- 2021
- [c10]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: 278 - 2012
- [c9]Peter Mayer, Christian Beck, Paul Panek:
Examples of multimodal user interfaces for socially assistive robots in Ambient Assisted Living environments. CogInfoCom 2012: 401-406 - 2009
- [c8]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: 345-352 - 2007
- [c7]Arvind Ashok, Christian Beck:
Using activity theory to develop a design framework for rural development. CHI Extended Abstracts 2007: 2255-2260 - [c6]Eli Blevis, Kevin Makice, William Odom, David Roedl, Christian Beck, Shunying Blevis, Arvind Ashok:
Luxury & new luxury, quality & equality. DPPI 2007: 296-311 - [c5]Christian Beck, Craig Birchler:
Multi-modal Search Interaction: Helping Users Make Connections Between Conceptual and Spatial Maps. INTERACT (2) 2007: 645-648 - 2006
- [c4]Christian Beck, Gottfried Seisenbacher, Georg Edelmayer, Wolfgang L. Zagler:
EMU - A European Multilingual Text Prediction Software. ICCHP 2006: 886-893 - 2004
- [c3]Christian Beck, Gottfried Seisenbacher, Georg Edelmayer, Wolfgang L. Zagler:
First User Test Results with the Predictive Typing System FASTY. ICCHP 2004: 813-819 - 2002
- [c2]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: 181-188 - [c1]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: 635-642
Informal and Other Publications
- 2022
- [i16]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 abs/2204.07508 (2022) - [i15]Christian Beck, Sebastian Becker, Patrick Cheridito, Arnulf Jentzen, Ariel Neufeld:
An efficient Monte Carlo scheme for Zakai equations. CoRR abs/2210.13530 (2022) - 2021
- [i14]Christian Beck, Martin Hutzenthaler, Arnulf Jentzen, Emilia Magnani:
Full history recursive multilevel Picard approximations for ordinary differential equations with expectations. CoRR abs/2103.02350 (2021) - [i13]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 abs/2105.00228 (2021) - 2020
- [i12]Christian Beck, Lukas Gonon, Arnulf Jentzen:
Overcoming the curse of dimensionality in the numerical approximation of high-dimensional semilinear elliptic partial differential equations. CoRR abs/2003.00596 (2020) - [i11]Christian Beck, Arnulf Jentzen, Thomas Kruse:
Nonlinear Monte Carlo methods with polynomial runtime for high-dimensional iterated nested expectations. CoRR abs/2009.13989 (2020) - [i10]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 abs/2012.01194 (2020) - [i9]Christian Beck, Martin Hutzenthaler, Arnulf Jentzen, Benno Kuckuck:
An overview on deep learning-based approximation methods for partial differential equations. CoRR abs/2012.12348 (2020) - 2019
- [i8]Christian Beck, Sebastian Becker, Patrick Cheridito, Arnulf Jentzen, Ariel Neufeld:
Deep splitting method for parabolic PDEs. CoRR abs/1907.03452 (2019) - [i7]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 abs/1907.06729 (2019) - [i6]Christian Beck, Arnulf Jentzen, Benno Kuckuck:
Full error analysis for the training of deep neural networks. CoRR abs/1910.00121 (2019) - 2018
- [i5]Randall Martyr, Benjamin Schäfer, Christian Beck, Vito Latora:
Control of active power for synchronization and transient stability of power grids. CoRR abs/1802.06647 (2018) - [i4]Christian Beck, Sebastian Becker, Philipp Grohs, Nor Jaafari, Arnulf Jentzen:
Solving stochastic differential equations and Kolmogorov equations by means of deep learning. CoRR abs/1806.00421 (2018) - [i3]Randall Martyr, John Moriarty, Christian Beck:
Optimal control of a commercial building's thermostatic load for off-peak demand response. CoRR abs/1806.01689 (2018) - 2017
- [i2]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 abs/1709.05963 (2017) - 2013
- [i1]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)
Coauthor Index
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