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SUMMARY:NAFEMS Online Training Course: Fundamentals of AI/ML for Simulation Engineers
DESCRIPTION:This intensive two-day training course is designed to equip simulation engineers with a good understanding and practical skills in applying Artificial Intelligence (AI) in their field. \nIt is designed to be software-agnostic\, prioritizing methodologies\, and techniques that engineers can apply across various computational platforms. \nThe course consists of two parts: \n\nThe first part is an interactive lecture\, which introduces the theory and mathematical background behind artificial intelligence.\nThe second part of the course are hands-on exercises\, where participants will learn how to create their own Deep Learning models.
URL:https://simulationpulse.com/event/nafems-online-training-course-fundamentals-of-ai-ml-for-simulation-engineers/
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UID:19308-1769673600-1769677200@simulationpulse.com
SUMMARY:SmartUQ Webinar: Modern Design of Experiments\, Machine Learning\, and Calibration for COMSOL Simulation and Digital Twins
DESCRIPTION:Getting the most out of COMSOL simulations requires efficient use of the available simulation budget as well as validating that the simulation produces results that agree with reality. This webinar will discuss the role design of experiments\, predictive machine learning models (aka surrogate models)\, and machine learning tools such as statistical calibration play in calibrating COMSOL simulations to physical data\, validating their accuracy\, and maximizing the knowledge gained from their use. \nFor registration click here..
URL:https://simulationpulse.com/event/smartuq-webinar-modern-design-of-experiments-machine-learning-and-calibration-for-comsol-simulation-and-digital-twins/
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