Towards the FAIRification of Scanning Tunneling Microscopy Images
نویسندگان
چکیده
ABSTRACT In this paper, we describe the data management practices and services developed for making FAIR compliant a scientific archive of Scanning Tunneling Microscopy (STM) images. As first step, extracted instrument metadata each image dataset to create structured database. We then enriched these with information on structure composition surface by means pipeline that leverages human annotation, machine learning techniques, filtering. To visually explore both images metadata, as well improve accessibility usability dataset, “STM explorer” web service integrated within Trieste Advanced Data (TriDAS) website. On top tools, propose an implementation W3C PROV standard provenance STM
منابع مشابه
Scanning Tunneling Microscopy
The invention of the scanning tunneling microscope was a singularity event in the field of surface science and condensed matter physics. The ability to visualize individual atoms in an atomic structure was a huge step forward in experimental development, one for which the inventors were awarded the Nobel Prize in Physics in 1986. While a groundbreaking development, the Scanning Tunneling Micros...
متن کاملScanning tunneling microscopy
This paper begins with a brief introduction the development of scanning tunneling microscopy (STM); in the second part, we will present some basic theory about STM, we will pay more attention on the theory for tunneling between the surfaces of the sample with the model probe tip. Next, we introduce the STM facility, include different modes of operation and other influence factors. In addition, ...
متن کاملScanning Tunneling Microscopy
As science ventures deeper into the realm of the microscopic, probing, measuring, and even constructing at increasingly smaller scales, it must seek out a means of observing that is suitable to the desired scale and resolution. In the late 17th century, the journey into this realm began with the development of the optical microscope and the resulting observation of single cells and bacteria.[1]...
متن کاملذخیره در منابع من
با ذخیره ی این منبع در منابع من، دسترسی به آن را برای استفاده های بعدی آسان تر کنید
ژورنال
عنوان ژورنال: Data intelligence
سال: 2023
ISSN: ['2096-7004', '2641-435X']
DOI: https://doi.org/10.1162/dint_a_00164