

E-Books →Machine Learning-augmented Spectroscopies for Intelligent Materials Design
Published by: book24h on 10-10-2022, 21:16 |
0

Machine Learning-augmented Spectroscopies for Intelligent Materials Design
English | 2022 | ISBN: 303114807X | 100 Pages | PDF EPUB (True) | 18 MB
The thesis contains several pioneering results at the intersection of state-of-the-art materials characterization techniques and machine learning. The use of machine learning empowers the information extraction capability of neutron and photon spectroscopies. In particular, new knowledge and new physics insights to aid spectroscopic analysis may hold great promise for next-generation quantum technology. As a prominent example, the so-called proximity effect at topological material interfaces promises to enable spintronics without energy dissipation and quantum computing with fault tolerance, yet the characteristic spectral features to identify the proximity effect have long been elusive. The work presented within permits a fine resolution of its spectroscopic features and a determination of the proximity effect which could aid further experiments with improved interpretability. A few novel machine learning architectures are proposed in this thesis work which leverage the case when the data is scarce and utilize the internal symmetry of the system to improve the training quality. The work sheds light on future pathways to apply machine learning to augment experiments.
https://www.uploadcloud.pro/824sf286fee0/6zuiw.M.L.S.f.I.M.D.rar.html

https://rapidgator.net/file/5ce79d4dd226e785f0a0b502c6455b74/6zuiw.M.L.S.f.I.M.D.rar.html

https://nitroflare.com/view/306ABAE8D30E3FD/6zuiw.M.L.S.f.I.M.D.rar

https://uploadgig.com/file/download/3AfdAE7790F665fc/6zuiw.M.L.S.f.I.M.D.rar
Help Us Grow – Share, Support
We need your support to keep providing high-quality content and services. Here’s how you can help:
- Share Our Website on Social Media! 📱
Spread the word by sharing our website on your social media profiles. The more people who know about us, the better we can serve you with even more premium content! - Get a Premium Filehost Account from Website! 🚀
Tired of slow download speeds and waiting times? Upgrade to a Premium Filehost Account for faster downloads and priority access. Your purchase helps us maintain the site and continue providing excellent service.
Thank you for your continued support! Together, we can grow and improve the site for everyone. 🌐
Related News
-
{related-news}
Comments (0)
Information
Users of Guests are not allowed to comment this publication.
Search
Updates
Partner
» Byte
» Crawli
» Warezomen
» Warez-DDL
» Raidrush
» KATZCD
» Free Ebooks Library
Your Link Here ?
(Pagerank 4 or above)


