[Book] Case Studies of Bayesian Optimization (No. 2286) [Available for Preview]

[Available for trial reading] Material exploration / Property prediction / Optimization of formulation and process conditions

★ Explanation of the selection and determination points for multiple material properties related to objective and explanatory variables! －－－－－－－－－－－－－－－－－－－－－ ■ Key Points of This Book Exploration of new materials, automation and acceleration of formulation design - Optimization of multiple material composition ratios - Extraction of desired material properties from limited experimental data - Improvement of model accuracy through descriptor selection - Discovery of unknown components through the fusion of domain knowledge Practical informatics for process and equipment development - Quantification of the tacit knowledge of experienced engineers - Setting the exploration space and selecting initial data - Measures against temperature changes, equipment variability, measurement errors, etc. - Detailed explanation of tips for choosing surrogate models Utilization and operational examples - Monomer sequences of biodegradable polymers - Prediction of tensile strength of synthetic rubber - Development of CO₂ resource recycling catalysts - Development of low-temperature manufacturing processes for ceramics - Exploration and selection of pharmaceutical additives formulations

• Technical and Reference Books

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● This is a leak testing device for small electronic components that does not use fluorinated inert liquids (PFAS-free). ● There is no longer a need for unstable visual confirmation through liquid immersion testing. It adopts a quantitative testing method that allows for stable pressure leak testing. ● It is a tabletop leak testing device specifically for gross leaks, with accuracy equal to or greater than that of liquid immersion testing. ● The detectable range is approximately 1×10⁻² Pa·m³/s to 1×10⁻⁶ Pa·m³/s (varies depending on the target product). ● It is suitable for sealed structures ranging from a few millimeters to a maximum of 80 × 70 mm. Please feel free to contact us for more information!

The "Mechanical Stitching Method" by Nichinichisui Road Machinery Co., Ltd. is a new technique that allows for the repair of metal cracks without the application of heat. By using special bolts and reinforcement plates, cracks are physically removed, and repairs are made without affecting the base material with heat. Repairs can be carried out in environments where open flames cannot be used. Since no heat is applied, the disassembly of equipment is minimized. ◎ For more details, please contact us. ◎ If a detailed technical explanation is needed, please contact us.

The "Mechanical Stitching Method" by Nichinichisui Road Machinery Co., Ltd. is a new technique that allows for the repair of metal cracks without the application of heat. By using special bolts and reinforcement plates, cracks are physically removed, and repairs are made without causing any thermal impact to the base material. Repairs can be carried out in environments where open flames cannot be used. Since no heat is applied, the disassembly of equipment is minimized. ◎ For more details, please contact us. ◎ If you require a detailed technical explanation, please contact us.