*This is the archive of the webinar held on May 28, 2024. When you register for the webinar archive, you will receive an auto-reply email with the URL to watch it. [Free webinar by AI expert] By combining AI with experimental design, it has become possible to significantly improve R&D efficiency and explore new solutions. "Multi-Sigma" is an AI analytics platform available with minimal data and cost, and without any programming skills. Contents: 00:00 Introduction 02:30 What is "Multi-Sigma"? 17:05 Features ├18:36 Neural network analysis ├19:16 Gaussian process regression ├20:45 Factor analysis ├22:42 Monte Carlo simulation ├23:43 Multi-objective genetic algorithm (MOGA) └24:54 Tips 27:45 Case studies ├27:58 Engineering - process improvement ├28:45 Chemistry - materials informatics ├29:37 Medical science - disease risk assessment ├30:36 Sales - sales forecasting, factor analysis ├31:32 Image analysis combined with Multi-Sigma ├31:32 Revolutionizing experiment by AI └37:26 Taylor-made optimization 39:08 Demonstration: Optimization of artificial heart design parameters 51:58 Q&A Presenter: Kotaro Kawajiri (Ph.D. in Engineering) AIZOTH Inc. |
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