Christian Beck

40 papers C 4Misc 1Journal 29Unranked 6

Year	Rank	Type	Title / Venue / Authors
2025	—	`conf`	Accelerating Solar Spectra Analysis:A High-Performance FPGA Framework with Parameterized Filters. ISVLSI Verjina Torosian Khouygani, Shahnam Mirzaei, Christian Beck, Debi Prasad Choudhary
2025	J	`jnl`	Analyzing Spatio-Temporal Dynamics of Dissolved Oxygen for the River Thames using Superstatistical Methods and Machine Learning. CoRR Hankun He, Takuya Boehringer, Benjamin Schäfer, Kate Heppell, Christian Beck
2025	J	`jnl`	The POVM Theorem in Bohmian Mechanics. Entropy Christian Beck, Dustin Lazarovici
2024	J	`jnl`	Relativistic Consistency of Nonlocal Quantum Correlations. Entropy Christian Beck, Dustin Lazarovici
2023	J	`jnl`	An efficient Monte Carlo scheme for Zakai equations. Commun. Nonlinear Sci. Numer. Simul. Christian Beck, Sebastian Becker, Patrick Cheridito, Arnulf Jentzen, Ariel Neufeld
2022	J	`jnl`	An efficient Monte Carlo scheme for Zakai equations. CoRR Christian Beck, Sebastian Becker, Patrick Cheridito, Arnulf Jentzen, Ariel Neufeld
2022	J	`jnl`	Information Shift Dynamics Described by Tsallis q = 3 Entropy on a Compact Phase Space. Entropy Jin Yan, Christian Beck
2022	J	`jnl`	Initial analysis of the impact of the Ukrainian power grid synchronization with Continental Europe. CoRR Philipp C. Böttcher, Leonardo Rydin Gorjão, Christian Beck, Richard Jumar, Heiko Maaß, Veit Hagenmeyer, Dirk Witthaut, Benjamin Schäfer
2022	J	`jnl`	Phase and Amplitude Synchronization in Power-Grid Frequency Fluctuations in the Nordic Grid. IEEE Access Leonardo Rydin Gorjão, Luigi Vanfretti, Dirk Witthaut, Christian Beck, Benjamin Schäfer
2021	Misc	`conf`	An FPGA Based Hardware Accelerated Framework for Solar Spectra Matching with Parameterized Matched Filter IP Core. FCCM Verjina Torosian Khouygani, Shahnam Mirzaei, Christian Beck, Debi Prasad Choudhary
2021	J	`jnl`	Deep Splitting Method for Parabolic PDEs. SIAM J. Sci. Comput. Christian Beck, Sebastian Becker, Patrick Cheridito, Arnulf Jentzen, Ariel Neufeld
2021	J	`jnl`	Full history recursive multilevel Picard approximations for ordinary differential equations with expectations. CoRR Christian Beck, Martin Hutzenthaler, Arnulf Jentzen, Emilia Magnani
2021	J	`jnl`	Phase and amplitude synchronisation in power-grid frequency fluctuations in the Nordic Grid. CoRR Leonardo Rydin Gorjão, Luigi Vanfretti, Dirk Witthaut, Christian Beck, Benjamin Schäfer
2021	J	`jnl`	Solving the Kolmogorov PDE by Means of Deep Learning. J. Sci. Comput. Christian Beck, Sebastian Becker, Philipp Grohs, Nor Jaafari, Arnulf Jentzen
2020	J	`jnl`	An overview on deep learning-based approximation methods for partial differential equations. CoRR Christian Beck, Martin Hutzenthaler, Arnulf Jentzen, Benno Kuckuck
2020	J	`jnl`	Data-Driven Model of the Power-Grid Frequency Dynamics. IEEE Access Leonardo Rydin Gorjão, Mehrnaz Anvari, Holger Kantz, Christian Beck, Dirk Witthaut, Marc Timme, Benjamin Schäfer
2020	J	`jnl`	Deep learning based numerical approximation algorithms for stochastic partial differential equations and high-dimensional nonlinear filtering problems. CoRR Christian Beck, Sebastian Becker, Patrick Cheridito, Arnulf Jentzen, Ariel Neufeld
2020	J	`jnl`	Nonlinear Monte Carlo methods with polynomial runtime for high-dimensional iterated nested expectations. CoRR Christian Beck, Arnulf Jentzen, Thomas Kruse
2020	J	`jnl`	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. Christian Beck, Fabian Hornung, Martin Hutzenthaler, Arnulf Jentzen, Thomas Kruse
2020	J	`jnl`	Overcoming the curse of dimensionality in the numerical approximation of high-dimensional semilinear elliptic partial differential equations. CoRR Christian Beck, Lukas Gonon, Arnulf Jentzen
2019	J	`jnl`	Deep splitting method for parabolic PDEs. CoRR Christian Beck, Sebastian Becker, Patrick Cheridito, Arnulf Jentzen, Ariel Neufeld
2019	J	`jnl`	Full error analysis for the training of deep neural networks. CoRR Christian Beck, Arnulf Jentzen, Benno Kuckuck
2019	J	`jnl`	Machine Learning Approximation Algorithms for High-Dimensional Fully Nonlinear Partial Differential Equations and Second-order Backward Stochastic Differential Equations. J. Nonlinear Sci. Christian Beck, Weinan E, Arnulf Jentzen
2019	J	`jnl`	Overcoming the curse of dimensionality in the numerical approximation of Allen-Cahn partial differential equations via truncated full-history recursive multilevel Picard approximations. CoRR Christian Beck, Fabian Hornung, Martin Hutzenthaler, Arnulf Jentzen, Thomas Kruse
2018	J	`jnl`	Control of active power for synchronization and transient stability of power grids. CoRR Randall Martyr, Benjamin Schäfer, Christian Beck, Vito Latora
2018	J	`jnl`	Optimal control of a commercial building's thermostatic load for off-peak demand response. CoRR Randall Martyr, John Moriarty, Christian Beck
2018	J	`jnl`	Solving stochastic differential equations and Kolmogorov equations by means of deep learning. CoRR Christian Beck, Sebastian Becker, Philipp Grohs, Nor Jaafari, Arnulf Jentzen
2017	J	`jnl`	Machine learning approximation algorithms for high-dimensional fully nonlinear partial differential equations and second-order backward stochastic differential equations. CoRR Christian Beck, Weinan E, Arnulf Jentzen
2014	J	`jnl`	Extreme Value Laws for Superstatistics. Entropy Pau Rabassa, Christian Beck
2014	J	`jnl`	Socially Assistive Robots: A Comprehensive Approach to Extending Independent Living. Int. J. Soc. Robotics 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
2013	J	`jnl`	A Projector as Mobile Visualization Device on an Assistive Robot. ERCIM News Paul Panek, Christian Beck, Georg Edelmayer, Peter Mayer, Wolfgang L. Zagler
2012	—	`conf`	Examples of multimodal user interfaces for socially assistive robots in Ambient Assisted Living environments. CogInfoCom Peter Mayer, Christian Beck, Paul Panek
2009	—	`conf`	A Videophone Prototype System Evaluated by Elderly Users in the Living Lab Schwechat. USAB Johannes Oberzaucher, Katharina Werner, Harald P. Mairböck, Christian Beck, Paul Panek, Walter Hlauschek, Wolfgang L. Zagler
2007	—	`conf`	Luxury & new luxury, quality & equality. DPPI Eli Blevis, Kevin Makice, William Odom, David Roedl, Christian Beck, Shunying Blevis, Arvind Ashok
2007	—	`conf`	Multi-modal Search Interaction: Helping Users Make Connections Between Conceptual and Spatial Maps. INTERACT (2) Christian Beck, Craig Birchler
2007	—	`conf`	Using activity theory to develop a design framework for rural development. CHI Extended Abstracts Arvind Ashok, Christian Beck
2006	C	`conf`	EMU - A European Multilingual Text Prediction Software. ICCHP Christian Beck, Gottfried Seisenbacher, Georg Edelmayer, Wolfgang L. Zagler
2004	C	`conf`	First User Test Results with the Predictive Typing System FASTY. ICCHP Christian Beck, Gottfried Seisenbacher, Georg Edelmayer, Wolfgang L. Zagler
2002	C	`conf`	Technical Assistance for Motor- and Multiple Disabled Children - Some Long Term Experiences. ICCHP Paul Panek, Christian Beck, Stefan Mina, Gottfried Seisenbacher, Wolfgang L. Zagler
2002	C	`conf`	Tele-Help and Remote Service Provision Using RESORT Prototype System. ICCHP Paul Panek, Christian Beck, Andreas Hochgatterer, Stefan Mina, Barbara Prazak, Gottfried Seisenbacher, Mathijs Soede, Wolfgang L. Zagler