About SimHunt

SimHunt is a private digital platform for discovering public physics simulation datasets that may be useful for physics AI, engineering machine learning, surrogate modelling, neural operators, and foundation-model research.

The platform is managed by KNOWDYN LTD (UK) through the domain name <https://simhunt.xyz> and, where required, through other secured access points. SimHunt is designed as a discovery and readiness layer: it helps users inspect metadata, source provenance, solver signals, file hints, and ML-readiness indicators before they spend time on downstream data work.

What SimHunt does

• Indexes and summarizes public dataset previews.
• Ranks records using readiness and engineering-relevance signals.
• Provides verified subscribers with controlled access to original source links.
• Supports API-based access where authorized.
• Maintains a clear separation between SimHunt platform assets and third-party dataset assets.

What SimHunt does not do

SimHunt does not claim ownership of third-party datasets, does not replace original source licences, and does not guarantee that any dataset is suitable for a specific technical, commercial, regulated, safety-critical, or academic use. Users must validate original source terms, citation requirements, permissions, data quality, and technical suitability before use.