AI-Guided Defect Detection Techniques to Model Single Crystal Diamond Growth

arXiv:2404.07306v1 Announce Type: new
Abstract: From a process development perspective, diamond growth via chemical vapor deposition has made significant strides. However, challenges persist in achieving high quality and large-area material production. These difficulties include controlling conditions to maintain uniform growth rates for the entire growth surface. As growth progresses, various factors or defect states emerge, altering the uniform conditions. These changes affect the growth rate and result in the formation of crystalline defects at the microscale. However, there is a …

abstract arxiv challenges cs.ai cs.cv defect detection detection development growth however material perspective process production quality surface type uniform via