How Jua delivers the world’s most accurate physics simulations 3x faster with ClickHouse Cloud

Jua, a Zurich-based physics AI company, employs ClickHouse Cloud to enhance the speed and efficiency of its physics foundation model, EPT-2, which is used for atmospheric prediction and energy trading applications. By utilizing ClickHouse Cloud, Jua reduced forecast delivery time from an hour to 20 minutes, decreased compute costs by a third, and significantly sped up historical data queries. The company's architecture combines a world model with a continuous learning agent to simulate physical systems from observational data, with the atmosphere being its initial focus. ClickHouse Cloud's operational simplicity and cost efficiency, along with its ability to handle diverse query types at a petabyte scale, made it the ideal choice for Jua, which previously relied on file-based storage systems. This transition has allowed Jua to deliver data faster and more reliably, giving it a competitive edge in a market where timely and accurate data access is crucial. As Jua continues to expand its capabilities into new domains, ClickHouse's offerings, including their observability tools, are set to play a critical role in supporting this growth.

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