The simulation software market is expected to rise at a compound annual growth rate (CAGR) of 10.4%, from USD 19.95 billion in 2024 to USD 36.22 billion by 2030. The simulation so ...

This port is a good pedagogical tool to learn how to implement traditional numerical solvers using modern deep learning software interfaces. The main changes are documented in the torch_cfd directory.

In turbulent fluids, mixing of the components happens easily. However, in more viscous fluids such as those enclosed within ...

This review explores the recent advancements in enhancing Computational Fluid Dynamics (CFD) through Machine Learning (ML). The literature is systematically classified into three primary categories: ...

Fluid-Implicit-Particle or FLIP is a method for simulating particle interactions in fluid dynamics, commonly used in visual effects for its speed. [Nick] adapted this technique into an impressive FLIP ...

Going out to your car and finding a leak can make you worry about making it out of the driveway, let alone to the nearest auto repair shop. Depending on the severity of the leak, you may need to tow ...

The study of boundary value problems and optimal control in fluid dynamics constitutes a vital area in applied mathematics and engineering. These techniques form the foundation for formulating and ...

If you hate roasting in your car after it’s been sitting in the sun, this one’s for you. Hannah Fry is a well-recognized math professor at Cambridge University, broadcaster, and science writer. Among ...

Hydrocephalus, a condition marked by excess cerebrospinal fluid (CSF) in the brain, affects millions globally and is predominantly treated using ventricular shunts. However, these devices often fail ...

In context: Computational fluid dynamics (CFD) exploits the power of computer technology to study and predict how fluids behave under simulated conditions. Supercomputers can do wonders with CFD ...

Mathematicians have finally succeeded in unifying the laws of physics that govern the motions of particles at different scales. Their efforts resolve a question set by mathematician David Hilbert in ...

Time now for our science news roundup from Short Wave, NPR's science podcast. I'm joined by the show's two hosts, Regina Barber and Emily Kwong. Hey to both of you. REGINA BARBER, BYLINE: Hey. EMILY ...