Publications

Mária Lukácová-Medvid'ová, and Christian Rohde. Mathematical Challenges for the Theory of Hyperbolic Balance Laws in Fluid Mechanics: Complexity, Scales, Randomness. Jahresber. Dtsch. Math.-Ver., (126)4:283-311, 2024. [PUMA: EXC2075 PN1 PN1-9 curated]

Christian Rohde, and Florian Wendt. Mathematical Justification of a Baer-Nunziato Model for a Compressible Viscous Fluid with Phase Transition. 2025. [PUMA: EXC2075 PN1 PN1-6 curated] URL

Basil Jose, and Fabian Hampp. Machine learning based spray process quantification. International journal of multiphase flow, (172)February:104702, Pergamon, 2024. [PUMA: EXC2075 PN1 PN1A-6 curated]

Andrea Beck, and Marius Kurz. Toward discretization-consistent closure schemes for large eddy simulation using reinforcement learning. Physics of Fluids, (35)12AIP Publishing, December 2023. [PUMA: EXC2075 PN1 curated] URL

Pascal Mossier, Steven Jöns, Simone Chiocchetti, Andrea D. Beck, and Claus-Dieter Munz. Numerical simulation of phase transition with the hyperbolic Godunov-Peshkov-Romenski model. Journal of Computational Physics, (520):113514, Elsevier BV, January 2025. [PUMA: EXC2075 PN1 curated] URL

Marius Kurz, Daniel Kempf, Marcel P. Blind, Patrick Kopper, Philipp Offenhäuser, Anna Schwarz, Spencer Starr, Jens Keim, and Andrea Beck. GALÆXI: Solving complex compressible flows with high-order discontinuous Galerkin methods on accelerator-based systems. Computer Physics Communications, (306):109388, Elsevier BV, January 2025. [PUMA: EXC2075 PN1 curated] URL

Mathis Kelm, Carina Bringedal, and Bernd Flemisch. Upscaling and Effective Behavior for Two-Phase Porous-Medium Flow Using a Diffuse Interface Model. Transport in Porous Media, (151)9:1849--1886, Jul 1, 2024. [PUMA: EXC2075 PN1 PN1-6 curated] URL

Leon Keim, Holger Class, Larissa Schirmer, Kai Wendel, Bettina Strauch, and Martin Zimmer. Data for: Measurement Campaign of Gaseous CO2 Concentrations in a Karst Cave with Aqueous Concentrations in a Stagnant Water Column 2021-2022.. DaRUS, 2023. [PUMA: EXC2075 PN1 PN1-14 curated] URL

Leon Keim, and Holger Class. Rayleigh Invariance Allows the Estimation of Effective CO2 Fluxes Due To Convective Dissolution Into Water‐Filled Fractures. Water Resources Research, (61)2American Geophysical Union (AGU), January 2025. [PUMA: EXC2075 PN1 PN1-14 curated] URL

Patrick Palmetshofer, Jonathan Wurst, Anne K. Geppert, Kathrin Schulte, Gianpietro Elvio Cossali, and Bernhard Weigand. Wetting behavior in the inertial phase of droplet impacts onto sub-millimeter microstructured surfaces. Journal of Colloid and Interface Science, (682):413–422, Elsevier BV, March 2025. [PUMA: EXC2075 PN1 PN1-2(II) PN1-2B curated] URL

Patrick Palmetshofer, and Jonathan Wurst. Replication Data for: Wetting behavior in the inertial phase of droplet impacts onto sub-millimeter microstructured surfaces. 2024. [PUMA: EXC2075 PN1 PN1-2(II) PN1-2B curated]

Hannes Mandler, and Bernhard Weigand. Generalization Limits of Data‑Driven Turbulence Models. Flow, Turbulence and Combustion, 2024. [PUMA: EXC2075 PN1 PN1-2(II) PN1-2B curated]

Hannes Mandler, and Bernhard Weigand. Generalized field inversion strategies for data-driven turbulence closure modeling. Physics of Fluids, (36):105188, October 2024. [PUMA: EXC2075 PN1 PN1-2(II) PN1-2B curated]

Hannes Mandler, and Bernhard Weigand. A review and benchmark of feature importance methods for neural networks. ACM Computing Surveys, (56)12:318, October 2024. [PUMA: EXC2075 PN1 PN1-2(II) PN1-2B curated]

Mathias S. Feinler, and Bernadette N. Hahn. Learned RESESOP for solving inverse problems with inexact forward operator. 2024. [PUMA: EXC2075 PN1 PN1-10 curated] URL

Xu Chu, Wenkang Wang, and Bernhard Weigand. An Investigation of Information Flux between Turbulent Boundary Layer and Porous Medium. High Performance Computing in Science and Engineering '22, 2024. [PUMA: EXC2075 PN1 PN1-7 curated] URL

X. Chu, G. Yang, S. Pandey, and B. Weigand. Direct numerical simulation of convective heat transfer in porous media. International Journal of Heat and Mass Transfer, 11-20, 2019. [PUMA: EXC2075 PN1 PN1-7 curated]

Wenkang Wang, and Xu Chu. Investigation on the performance of a torque-driven undulatory swimmer with distributed flexibility. Physics of Fluids, Feb 1, 2024. [PUMA: EXC2075 PN1 PN1-7 curated] URL

Yanchao Liu, Wenkang Wang, Guang Yang, Hassan Nemati, and Xu Chu. The interfacial modes and modal causality in a dispersed bubbly turbulent flow. Physics of Fluids, (35)8AIP Publishing, August 2023. [PUMA: EXC2075 PN1 PN1-7 curated] URL

Wenkang Wang, Xu Chu, Adrián Lozano-Durán, Rainer Helmig, and Bernhard Weigand. Information transfer between turbulent boundary layers and porous media. (920)Cambridge University Press (CUP), June 2021. [PUMA: EXC2075 PN1 PN1-7 curated] URL