This book is a comprehensive guide to the latest developments in data-driven additive manufacturing (AM). From data mining and pre-processing to signal processing, computer vision, and more, the book covers all the essential techniques for preparing AM data. Readers willl explore the key physical and synthetic sources of AM data throughout the life cycle of the process and learn about feature engineering techniques, pipelines, and resulting features, as well as their applications at each life cycle phase. With a focus on featurization efforts from reviewed literature, this book offers tabular summaries for major data sources and analyzes feature spaces at the design, process, and structure phases of AM to uncover trends and insights specific to feature engineering techniques. Finally, the book discusses current challenges and future directions, including AI/ML/DL readiness of AM data. Whether you're an expert or newcomer to the field, this book provides a broader summary of the status and future of data-driven AM technology.

Her marriage on the rocks, Lizzie Cronin (Phoebe Cates) is forced to return to her domineering mother. In desperation, Lizzie calls upon Fred (Rik Mayall), the imaginary friend of her childhood, to help her through this difficult period. But Fred proves to be more hindrance than help - the effects of his actions are far from imaginary and Lizzie must take the blame.