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Published: 01 November 2023
Fig. 1 Artificial intelligence (AI), machine learning (ML), and deep learning (DL) ( Ref 1 ). More
Image
Published: 01 November 2023
Fig. 3 Machine Learning vs Deep Learning ( Ref 1 ). More
Image
Published: 01 November 2023
Fig. 13 The deep learning high-resolution reconstruction method proposed by Zeiss, which uses a low number of projections and/or shorter exposure time to generate low-noise and high-quality images using a trained neural network. Copyright 2022 IEEE ( Ref 12 ) More
Series: ASM Technical Books
Publisher: ASM International
Published: 01 November 2023
DOI: 10.31399/asm.tb.edfatr.t56090131
EISBN: 978-1-62708-462-8
... the ability of various imaging methods to locate defects in die stacks. It also presents best practices for sample preparation, inspection, and navigation and offers suggestions for improving the reliability and service life of tools. 3D packaging artificial intelligence deep learning disintegration...
Series: ASM Technical Books
Publisher: ASM International
Published: 01 November 2023
DOI: 10.31399/asm.tb.edfatr.9781627084628
EISBN: 978-1-62708-462-8
Book Chapter

Series: ASM Technical Books
Publisher: ASM International
Published: 01 December 2018
DOI: 10.31399/asm.tb.aceg.t68410253
EISBN: 978-1-62708-280-8
.... 10.3 Surface anomalies acceptance criteria (machined and as cast) Surfaces Allowable Anomalies A Porosity allowed—up to 0.5 mm (0.02 in.) dia × 0.5 mm deep 1 pore per surface B Porosity allowed—up to 1.0 mm (0.04 in.) dia × 1.0 mm deep 1 pore per surface C Porosity allowed—up...
Series: ASM Technical Books
Publisher: ASM International
Published: 01 September 2011
DOI: 10.31399/asm.tb.cfw.t52860081
EISBN: 978-1-62708-338-6
... pipe are available. Short radius (SR-CDP) is for use in drilling wells through a 60 ft (18 m) radius, and the ultrashort radius (USR-CDP) is for drilling through a 30 ft (9 m) radius ( Ref 7.3 ). Extended-reach/deep water product data sheet Table 7.1 Extended-reach/deep water product data sheet...
Series: ASM Technical Books
Publisher: ASM International
Published: 01 November 2023
DOI: 10.31399/asm.tb.edfatr.t56090021
EISBN: 978-1-62708-462-8
... to improve image resolution while, at the same time, allow the inspection of a large form factor device for a much shorter period. Reference 12 discusses the use of artificial intelligence (AI) and deep learning high-resolution reconstruction (DLHRR) by implementing trained neural networks to improve...
Series: ASM Technical Books
Publisher: ASM International
Published: 01 August 2013
DOI: 10.31399/asm.tb.ahsssta.t53700215
EISBN: 978-1-62708-279-2
... pages and hundreds of figure, photos, and sketches organized in four sections and an appendix: Section 1: AHSS Case Studies/Summaries Section 2: Lessons Learned from AHSS Case Studies Section 3: Glossary: AHSS Applications Guidelines Section 4: Die Sketches Appendix: AHSS...
Series: ASM Technical Books
Publisher: ASM International
Published: 30 November 2013
DOI: 10.31399/asm.tb.uhcf3.t53630001
EISBN: 978-1-62708-270-9
... in the laboratory, much can be learned about how the failure actually occurred. If this is not possible, there may be factors about the service of the part or assembly that are not well understood. Fractures, usually the most serious type of failure, are studied here in some detail. Usually undesired...
Series: ASM Technical Books
Publisher: ASM International
Published: 01 November 2019
DOI: 10.31399/asm.tb.mfadr7.t91110219
EISBN: 978-1-62708-247-1
... signal analysis approaches. While conventional analysis is based on filtering or decomposing transformations, novel approaches based on machine learning algorithms may also be applicable. Currently, ongoing research investigates the application of principal component analysis (PCA) for the separation...
Book Chapter

Series: ASM Technical Books
Publisher: ASM International
Published: 01 August 2005
DOI: 10.31399/asm.tb.horfi.t51180001
EISBN: 978-1-62708-256-3
... a learning platform for personnel from all disciplines: materials, design, manufacturing, quality, and management. Challenges Faced by Failure Analysts Increasingly, failure investigation is becoming a public forum. As evidenced by recent television shows, our society is interested in criminal...
Series: ASM Technical Books
Publisher: ASM International
Published: 01 August 2012
DOI: 10.31399/asm.tb.smfpa.t53500051
EISBN: 978-1-62708-317-1
... in a finite-element mesh. It explains how to obtain input data, what to expect in terms of output data, and how to predict specific types of defects. In addition, it presents several case studies demonstrating the use of finite elements in blanking and piercing, deep drawing of round and rectangular cups...
Series: ASM Technical Books
Publisher: ASM International
Published: 01 August 2005
DOI: 10.31399/asm.tb.horfi.t51180029
EISBN: 978-1-62708-256-3
... perform metallurgical evaluations that discover nothing more than the physical root cause of a failure. Their thinking stops at a certain point. As the person responsible for running a failure investigation, it is your job to learn more. You have to check what the metallurgical evaluators are doing...
Series: ASM Technical Books
Publisher: ASM International
Published: 01 November 2019
DOI: 10.31399/asm.tb.mfadr7.t91110042
EISBN: 978-1-62708-247-1
... working at 200 nm in the deep ultraviolet. Assuming the numerical aperture is at the theoretical limit of N.A.=1, and the desired camera has 6 micron pixel spacing, what should the objective magnification be? From the Sparrow Criteria: D = 0.5   ( .200   microns ) NA : 1 = 0.100...
Series: ASM Technical Books
Publisher: ASM International
Published: 01 December 2018
DOI: 10.31399/asm.tb.aceg.9781627082808
EISBN: 978-1-62708-280-8
Series: ASM Technical Books
Publisher: ASM International
Published: 01 September 2008
DOI: 10.31399/asm.tb.fahtsc.t51130087
EISBN: 978-1-62708-284-6
... to initiate a crack. Once a crack exists, it may or may not progress to complete component fragmentation. Sometimes, cracks do not propagate. However, cracks generally do not heal themselves, and they often do propagate. It is actually reasonably straightforward to learn to look at a component, if one has...
Series: ASM Technical Books
Publisher: ASM International
Published: 01 November 2019
DOI: 10.31399/asm.tb.mfadr7.t91110391
EISBN: 978-1-62708-247-1
..., Ceramography, Plastography 2nd Edition , by Günter Petzow, 1999,ASM International. Fig. 21 NFET etched with 1:3:10 for 3 secs. Steps Prepare etchant if needed. Dip sample face into etchant, just deep enough to cover the section face. Let the sample remain in the etchant...
Series: ASM Technical Books
Publisher: ASM International
Published: 30 September 2023
DOI: 10.31399/asm.tb.stmflw.t59390001
EISBN: 978-1-62708-459-8
... or emulsion – gained in importance. 1.1.4 Extrusion and Other Processes Lubrication techniques in other cold metal working operations such as tube drawing, deep drawing, and cold heading usually drew upon experience gained in wire drawing and rolling, although a good deal of interaction must have...
Series: ASM Technical Books
Publisher: ASM International
Published: 01 December 2008
DOI: 10.31399/asm.tb.ssde.t52310109
EISBN: 978-1-62708-286-0
... to 439 with no adverse consequence. But, if nickel is selling for $7 per pound, then the total cost of 304 versus 439 is doubled by its presence. No design engineer can afford to ignore this level of incentive to learn to use ferritic stainless steels. Ferritic Stainless Alloys The ferritic...