---
license: mit
pretty_name: SIMSHIFT data
---

# SIMSHIFT: A Benchmark for UDA in Industrial Surrogates

**SIMSHIFT** is a benchmark suite of simulation datasets for Unsupervised Domain Adaptation and Neural Surogates for physical simulations.
This is the official data repository to the [NeurIPS 2025 Datasets & Benchmarks Track Submission](https://openreview.net/forum?id=Eo4cRmb1yn&noteId=Eo4cRmb1yn).

We provide four simulation datasets, motivated by industrial relevance:

- **Hot Rolling**
- **Sheet Metal Forming**
- **Electric Motor Design**
- **Heatsink Design**


## Usage

We provide dataset loading utilities and full training and evaluation pipelines in the [official code repository](...).