Home 9 CAE 9 Two-Phase Fluid Model by Technical University of Munich Brings Realistic Water–Air Simulation to Standard Workstations

Two-Phase Fluid Model by Technical University of Munich Brings Realistic Water–Air Simulation to Standard Workstations

by | Aug 15, 2025

Hybrid grid–particle approach captures spray, foam, and air interactions for high-fidelity CAE applications.
The simulation method reproduces the intricate and complex two-phase air-water interactions in very large-scale scenarios (source: Photograph PA/Eloy Alonso; ACM Transactions on Graphics (2025). DOI: 10.1145/3730854).

Researchers at the Technical University of Munich (TUM) have introduced an advanced two-phase model that simultaneously simulates water and air, achieving highly realistic fluid behavior—including aerosols, spray, foam, and air eddies—on standard workstations, reports Tech Xplore. This marks a notable improvement over earlier methods, which primarily focused on water alone and used simplified heuristics for spray and foam.

Technically, the model employs a hybrid grid–particle approach: grid-based computations manage physical properties such as velocity and pressure, while particle methods capture fluid motion and distribution. A key innovation is treating the water–air interface not as a rigid boundary, but as a continuous transition zone, enhancing flow realism.

To optimize performance, the simulation dynamically adapts resolution based on activity. Areas with intense motion—such as breaking-wave spray zones—are refined with billions of particles and grid cells, whereas calmer regions are computed with less detail. This targeting of computational resources enables large-scale, high-fidelity simulations in roughly two minutes per time step on a single workstation—an impressive feat given the scale.

Further, the model simplifies the historically difficult task of calculating pressure differentials between air and water phases, enhancing both stability and computational efficiency.

The model offers major advantages: it supports physically accurate simulations of extreme scenarios such as storm surges or dam collapses, with direct relevance to coastal protection, flood modeling, and disaster planning. The fact that such complex interactions can now be modeled on standard hardware broadens accessibility for engineers seeking both precision and practical performance.