Home  | News

19.08.2025

Teaser image to New method facilitates realistic simulation of fluids

New Method Facilitates Realistic Simulation of Fluids

Nils Thuerey and His Team Simulate Wave Movements

Storm surges or collapsing dams: authentic simulations of water flows are not only important for special effects in disaster movies, but could also help to protect coastal regions. For more realistic simulations of fluid motions, MCML PI Nils Thuerey, Professor of Physics-based Simulation at TUM, and his team have developed a new method. Along with water, the method also takes into account the interaction with air. The approach is so efficient that calculations of complex wave motions can even be carried out with standard computers.

A wave breaks on the shore, sending up splashes of water and spray and creating eddies in the surrounding air. However, the digital simulation of this everyday natural occurrence is anything but routine. Previous computer graphic methods focused on the water and neglected the interaction with air. Effects such as spray and foam were represented in simplified form, resulting in visible differences between the simulation and reality.

«We have now succeeded in developing a process that incorporates both phases – water and air – equally. Through this two-phase simulation, as we call it, we can also represent such details as aerosols and eddies in the air much more realistically than in past approaches.»


Nils Thuerey

MCML PI

Minimizing Computing Power While Maximizing Precision

In the study, the boundary between air and water is not reconstructed as a fixed surface, but rather as a continuous transition zone. To do so, the researchers apply a hybrid method incorporating a grid and particle simulation. While the grid simulation calculates physical properties such as velocity and pressure, the particle simulation captures the motion and distribution of the fluid. The simulation dynamically adapts to the complexity of the wave motion and refines itself in areas where the most motion is occurring – for example in the spray zone of a breaking wave. At the same time, the system conserves resources in less active areas.

“By focusing our simulation only on certain areas, we save a lot of computing power and can also efficiently compute highly complex wave motions with billions of particles and grid cells on a standard system,” says Bernhard Braun, first author and doctoral candidate at the Professorship of Physics-based Simulation. “At the same time, this approach has enabled us to simplify the calculation of the pressure difference between air and water. This has always been a big challenge in the two-phase simulation.”

Applications Also Possible in Coastal Protection

The simulation of fluids is not only important in big-budget movies. It also has potential applications in such fields as oceanography. Through the simulation of high waves or even dam failures, it could help to provide better protection of coastal regions against floods or other extreme weather events.

#research #research-project #thuerey

Related

Link to Cordelia Schmid Featured in Süddeutsche Zeitung

11.05.2026

Cordelia Schmid Featured in Süddeutsche Zeitung

Cordelia Schmid, a member of the MCML Advisory Board, was recently featured in Süddeutsche Zeitung for her work in computer vision and robotics.

Read more
Link to Right answer, wrong reasoning - Is AI Thinking or Cheating?

08.05.2026

Right Answer, Wrong Reasoning - Is AI Thinking or Cheating?

Can AI cheat without us noticing? Our PI Barbara Plank and her team introduce a new detection method at ICLR 2026.

Read more
Link to MCML Delegation Visit to the UK

07.05.2026

MCML Delegation Visit to the UK

MCML delegation visited top U.S. universities to advance AI X-Change and foster collaboration in generative and medical AI.

Read more
Link to Matthias Niessner Featured in Handelsblatt Disrupt podcast

07.05.2026

Matthias Niessner Featured in Handelsblatt Disrupt Podcast

Matthias Niessner joined the Handelsblatt Disrupt podcast to discuss the growing hype around “World Models”.

Read more
Link to MCML at AISTATS 2026

01.05.2026

MCML at AISTATS 2026

MCML researchers are represented with 8 papers at AISTATS 2026 (7 Main, and 1 Workshop).

Read more
Back to Top