Wolfgang Polifke

Publication Activity (10 Years)

Years Active: 2006-2021
Publications (10 Years): 11

Top Topics

Qualitative Physics

Poisson Equation

Reservoir Computing

Top Venues

J. Comput. Phys.

J. Comput. Sci.

Publications

Nguyen Anh Khoa Doan, Wolfgang Polifke, Luca Magri
Short- and long-term prediction of a chaotic flow: A physics-constrained reservoir computing approach. CoRR (2021)
Nguyen Anh Khoa Doan, Wolfgang Polifke, Luca Magri
Auto-Encoded Reservoir Computing for Turbulence Learning. ICCS (5) (2021)
Nguyen Anh Khoa Doan, Wolfgang Polifke, Luca Magri
Learning Hidden States in a Chaotic System: A Physics-Informed Echo State Network Approach. ICCS (6) (2020)
Nguyen Anh Khoa Doan, Wolfgang Polifke, Luca Magri
Physics-informed echo state networks. J. Comput. Sci. 47 (2020)
Nguyen Anh Khoa Doan, Wolfgang Polifke, Luca Magri
Learning Hidden States in a Chaotic System: A Physics-Informed Echo State Network Approach. CoRR (2020)
Nguyen Anh Khoa Doan, Wolfgang Polifke, Luca Magri
Auto-Encoded Reservoir Computing for Turbulence Learning. CoRR (2020)
Nguyen Anh Khoa Doan, Wolfgang Polifke, Luca Magri
Physics-Informed Echo State Networks. CoRR (2020)
Nguyen Anh Khoa Doan, Wolfgang Polifke, Luca Magri
Physics-Informed Echo State Networks for Chaotic Systems Forecasting. ICCS (4) (2019)
Nguyen Anh Khoa Doan, Wolfgang Polifke, Luca Magri
A physics-aware machine to predict extreme events in turbulence. CoRR (2019)
Nguyen Anh Khoa Doan, Wolfgang Polifke, Luca Magri
Physics-Informed Echo State Networks for Chaotic Systems Forecasting. CoRR (2019)
Stefan Jaensch, Carlo Sovardi, Wolfgang Polifke
On the robust, flexible and consistent implementation of time domain impedance boundary conditions for compressible flow simulations. J. Comput. Phys. 314 (2016)
Fatih Selimefendigil, R. I. Sujith, Wolfgang Polifke
Identification of heat transfer dynamics for non-modal analysis of thermoacoustic stability. Appl. Math. Comput. 217 (11) (2011)
Jan Kopitz, Wolfgang Polifke
CFD-based application of the Nyquist criterion to thermo-acoustic instabilities. J. Comput. Phys. 227 (14) (2008)
Wolfgang Polifke, Clifton Wall, Parviz Moin
Partially reflecting and non-reflecting boundary conditions for simulation of compressible viscous flow. J. Comput. Phys. 213 (1) (2006)