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Suraj Kamble is making his mark on the 3DEXPERIENCE Lab by applying his technical skills to help start-ups succeed.

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In this blog post, we show how machine learning can be used in the design process of a centrifugal pump to optimize diffuser geometry. The AI model is trained on data from best-in-class simulation tools which produce reliable data that closely agrees with experimental validation results. Using a trained AI model based on simulation data, engineers can explore the impact of changes to diffuser parameters with instant feedback.

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For decades, cities have worked to make their environment accessible to those with limited mobility. Now, the challenge has grown much bigger: enabling inclusive cities to ensure equal opportunity for all.

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Reading Time: 6 minutes In a risk-based monitoring (RBM) update released in January, TransCelerate defined source data verification (SDV) as “the process by which data within the case report form (CRF) or other data collection systems are compared to the original source of information (and vice versa).”

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