Titlebook: Drug Development Supported by Informatics; Hiroko Satoh,Kimito Funatsu,Hiroshi Yamamoto Book 2024 The Editor(s) (if applicable) and The Au

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Monitoring and Controlling in Continuous Manufacturing Process,ristics of raw materials, intermediate products, and intermediates in each process for appropriate control is called Process Analytical Technology (PAT), which is rapidly being globally used. This chapter provides an overview of this approach.

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,Hinweise für den eiligen Leser,unique and theoretically justified descriptors in machine learning, and its role in drug development are explained in detail in this chapter. Some applications of the .-ESI approach are also introduced in order to demonstrate the usefulness of the .-ESI method.

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Traumatische Schwindelsyndrome, part of the chapter, we present examples where informatics has been applied to predict protein adsorption onto monolayers and polymer films. We explore topics such as the construction of datasets, the selection of descriptors and algorithms, and the interpretation of data, among others.

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Electronic-Structure Informatics for Drug Development,unique and theoretically justified descriptors in machine learning, and its role in drug development are explained in detail in this chapter. Some applications of the .-ESI approach are also introduced in order to demonstrate the usefulness of the .-ESI method.

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