[Book] Efficiency of R&D through Automation and Autonomy of Experiments (No. 2230)

[Available for preview] - AI, robotics technology, ChatGPT, MI, Bayesian optimization, secure computation, etc.

Book Title: Streamlining R&D through Automation and Autonomy of Experiments and Operational Methods －－－－－－－－－－－－－－－－－－－－－ ☆ Reduce variability caused by experimenters, skill levels, and experiment days! ☆ Unveiling the secret strategies to achieve "unprecedented development speed" and "overwhelming cost reduction"! －－－－－－－－－－－－－－－－－－－－－ ■ Key Points of This Book 1. How to encourage personnel to voluntarily input data? 2. How to build a system for aggregating and utilizing experimental data scattered in different formats? 3. How to integrate and control a diverse range of devices with varying standards and specifications? 4. How to mitigate cost challenges in the introduction of automated experimental robots? 5. I want to automate, but I don't know how... 6. Efficient exploration of optimal experimental conditions using Bayesian optimization! 7. Shortening experiments, increasing precision, and improving reproducibility with AI and robots! 8. Methods to reduce implementation costs and maximize the use of existing commercial equipment! 9. Utilizing machine learning based on limited training data in materials development! 10. Data collection and expansion of experimental space using generative AI! 11. How to safely collaborate and utilize inter-company data through secure computing technologies!

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