CloudBrain-NMR: An Intelligent Cloud Computing Platform for NMR Spectroscopy Processing, Reconstruction and Analysis

by   Di Guo, et al.

Nuclear Magnetic Resonance (NMR) spectroscopy has served as a powerful analytical tool for studying molecular structure and dynamics in chemistry and biology. However, the processing of raw data acquired from NMR spectrometers and subsequent quantitative analysis involves various specialized tools, which necessitates comprehensive knowledge in programming and NMR. Particularly, the emerging deep learning tools is hard to be widely used in NMR due to the sophisticated setup of computation. Thus, NMR processing is not an easy task for chemist and biologists. In this work, we present CloudBrain-NMR, an intelligent online cloud computing platform designed for NMR data reading, processing, reconstruction, and quantitative analysis. The platform is conveniently accessed through a web browser, eliminating the need for any program installation on the user side. CloudBrain-NMR uses parallel computing with graphics processing units and central processing units, resulting in significantly shortened computation time. Furthermore, it incorporates state-of-the-art deep learning-based algorithms offering comprehensive functionalities that allow users to complete the entire processing procedure without relying on additional software. This platform has empowered NMR applications with advanced artificial intelligence processing. CloudBrain-NMR is openly accessible for free usage at


page 1

page 3

page 8


NMRPy: a novel NMR scripting system to implement artificial intelligence and advanced applications

Background: Software is an important windows to offer a variety of compl...

GPU PaaS Computation Model in Aneka Cloud Computing Environment

Due to the surge in the volume of data generated and rapid advancement i...

The state-of-the-art in web-scale semantic information processing for cloud computing

Based on integrated infrastructure of resource sharing and computing in ...

Molecular Dynamics Simulations on Cloud Computing and Machine Learning Platforms

Scientific computing applications have benefited greatly from high perfo...

AVHYAS: A Free and Open Source QGIS Plugin for Advanced Hyperspectral Image Analysis

Advanced Hyperspectral Data Analysis Software (AVHYAS) plugin is a pytho...

Evaluating virtual hosted desktops for graphics-intensive astronomy

Visualisation of data is critical to understanding astronomical phenomen...

Please sign up or login with your details

Forgot password? Click here to reset