An AI application that can predict fluid simulation results 100 times faster and with high accuracy.
RICOS Lightning is an application that can predict simulation results quickly and accurately. It features three main characteristics, enabled by a unique AI algorithm specifically designed for applying to simulation data: 1. It can replace the simulation process, allowing for fundamental acceleration. 2. It can accurately capture three-dimensional shapes, making it suitable for predicting complex shapes used in product design. 3. By incorporating the characteristics of physical phenomena into the algorithm, it provides reliable results even for entirely new product shapes, just like traditional simulations. As a result, the computation time for simulations, which used to take several days, has been reduced to just a few minutes while maintaining sufficient accuracy, enabling real-time product design with this acceleration.
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【Case Studies】 ■Aerodynamic Simulation for Automobiles ■Indoor Airflow Simulation 【Previous Application Results】 ・Aerodynamic Simulation for Automobiles Predicted simulation results that typically take several days in just 10 to 20 minutes with an error of less than 0.01 in Cd value after training on 80 cases. ・Indoor Airflow Simulation Predicted flow velocity with an error of about 1% and approximately 100 times faster. *For more details, please download the PDF or feel free to contact us. [Sales Representative] Ryousuke Fujii fujii@ricos.co.jp 080-1117-6717
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It can be customized to fit your data format and simulation software. We will provide it in a way that fits your simulation process, so please feel free to contact us. Additionally, it can also be applied to fluid simulations other than automotive aerodynamics and indoor airflow simulations, so we would appreciate the opportunity to hold a meeting to discuss what kind of analysis you are conducting.
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RICOS is a tech company that optimizes the manufacturing process by combining AI and high-performance computing technologies with CAE. We develop and provide CAE tools, including "RICOS Lightning," which uses our proprietary AI algorithm "IsoGCN" to predict simulation results quickly and accurately. Currently, "RICOS Lightning" has been adopted by domestic automobile manufacturers. We are also conducting joint research and development to apply our algorithms to fluid simulations carried out by clients in other industries and validate their accuracy. We address the challenge of "long processing times for fluid simulations" by achieving the accuracy and speed that clients require, developing new software, and ultimately following up to optimize the CAE flow. 【Recent Research Achievements】 - Research results with Tsukuba University accepted at the top international conference on machine learning, NeurIPS 2022. - Selected in the third public recruitment of NEDO's 2021 "Research and Development Startup Support Project / Business Development Support for Seed-stage Research and Development Startups."