---
license: apache-2.0
library_name: pytorch
pipeline_tag: other
tags:
  - cfd
  - computational-fluid-dynamics
  - self-supervised
  - masked-modeling
  - foundation-model
  - physics
---

# CFD2VEC

A self-supervised pretraining architecture for 3-D steady and time-averaged flows, built as a general foundation
model: one encoder is pretrained by **masked field modelling** on solved cases; the learned representation then
serves field prediction at arbitrary query points, solver warm start (super-fidelity), frozen-embedding probes and
case retrieval. The core is independent of any solver or dataset: solvers and data sources are plug-ins.

- Source code: https://github.com/Sensifai-BV/cfd2vec