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Machine Learning Dynamic Surrogate Model Creation Tool 'romAI'

Enables the connection of all 3D simulations and 1D simulations!

"romAI" creates dynamic low-dimensional models through the fusion of deep learning and system modeling (state space representation). It is a tool that enables the connection of all 3D simulations and 1D simulations. Additionally, it creates high-precision models with less training data compared to pure machine learning methods. 【Features】 ■ Unique method combining deep learning and differential equations ■ Creates high-precision models with less training data compared to pure machine learning methods ■ Continuous models that are not affected by the discretization of time ■ High versatility ■ Considers physical dependencies by specifying state quantities *For more details, please download the PDF or feel free to contact us.

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