CFD

mentions 3 type Organization feed RSS

// recent coverage 3 mentions

06:52

2026-06-29

discuss.huggingface.co

machine-learning

Practical experience with ML surrogates for CFD and FEA simulations?

An engineer seeking real-world experience with ML surrogates for CFD and FEA simulations asks about practical architectures, data efficiency, physics-informed approaches, and generalization. The quest…

20:01

2026-06-25

pub.towardsai.net

machine-learning

From PDEs to Graphs: A Primer on Physics Simulation and Geometric Deep Learning (Part 1/2)

An automotive engineer faces 26-hour design iterations for CFD simulations of a side mirror, motivating a new generation of AI tools like PhysIQ that aim to accelerate physics simulation. This primer …

08:53

2026-06-22

discuss.huggingface.co

machine-learning

Using ML surrogate models to accelerate CFD/FEA simulations — what's working in practice for engineering data?

Engineers are increasingly using machine learning surrogate models to accelerate computational fluid dynamics (CFD) and finite element analysis (FEA) simulations, replacing traditional hour-long solve…

// co-occurs with top 8 entities

FEA 2 graph neural networks 2 Fourier Neural Operators 2 PINNs 2 MLP 2 CNN 2 PhysIQ 1 Navier-Stokes equations 1

// topics top 6 topics

machine learning 3 neural networks 2 ai research 2 ai tools 2 ai infrastructure 2 ai ethics 1