Christian Cierpka

According to our database, Christian Cierpka authored at least 5 papers between 2012 and 2025.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2025

Slim multi-scale convolutional autoencoder-based reduced-order models for interpretable features of a complex dynamical system.

Philipp Teutsch, Philipp Pfeffer, Mohammad Sharifi Ghazijahani, Christian Cierpka, Jörg Schumacher, Patrick Mäder

CoRR, January, 2025

On the spatial prediction of the turbulent flow behind an array of cylinders via echo state networks.

Mohammad Sharifi Ghazijahani, Christian Cierpka

Eng. Appl. Artif. Intell., 2025

2024

On the prediction of the turbulent flow behind cylinder arrays via echo state networks.

Mohammad Sharifi Ghazijahani, Christian Cierpka

Mach. Learn. Sci. Technol., 2024

Inferring turbulent velocity and temperature fields and their statistics from Lagrangian velocity measurements using physics-informed Kolmogorov-Arnold Networks.

Juan Diego Toscano, Theo Käufer, Zhibo Wang, Martin Maxey, Christian Cierpka, George Em Karniadakis

CoRR, 2024

2012

Particle imaging techniques for volumetric three-component (3D3C) velocity measurements in microfluidics.

Christian Cierpka, Christian J. Kähler

J. Vis., 2012