Git Product home page Git Product logo

dls-data-modeling-empa-cxa's Introduction

DLS-Data-Modeling-Empa-CXA

Software and useful python tools for data processing and analysis of Multi-angle Dynamic Light Scattering data (from ZetaSizer or other instruments)


Multi-angle Dynamic Light Scattering (MA-DLS) software and tools is a Python package containing mostly jupyter notebooks that enables:

  1. Reading of the exported data from a ZetaSizer (Malvern Panalytical) DLS instrument (or other DLS instruments) and create seperate .txt files for each angle and sample
  2. Normalization and fitting of the experimental correlation function via two possible models: i. non-linear iteration model (cumulants) and ii. bi-exponential in the desired ฯ„ range. Capability to export the fitting curves for each sample and angle.
  3. User defined constants and system parameters such as temperature, solvent viscosity, refractive index etc.
  4. Calculation of diffusion coefficient, hydrodynamic radius and storage of all the fitting results for each sample and angle into a single table. The average results are also exported in an output data sheet.
  5. Integrated algorithm for the calculation of uncertainty propagation into the final results
  6. User selection of the number of the angles that will be used for averaging. Evaluation of the robustness of the fitting using the linear curve of ฮ“-q^2 for each angle

dls-data-modeling-empa-cxa's People

Contributors

dsapalidis avatar

Watchers

 avatar

Recommend Projects

  • React photo React

    A declarative, efficient, and flexible JavaScript library for building user interfaces.

  • Vue.js photo Vue.js

    ๐Ÿ–– Vue.js is a progressive, incrementally-adoptable JavaScript framework for building UI on the web.

  • Typescript photo Typescript

    TypeScript is a superset of JavaScript that compiles to clean JavaScript output.

  • TensorFlow photo TensorFlow

    An Open Source Machine Learning Framework for Everyone

  • Django photo Django

    The Web framework for perfectionists with deadlines.

  • D3 photo D3

    Bring data to life with SVG, Canvas and HTML. ๐Ÿ“Š๐Ÿ“ˆ๐ŸŽ‰

Recommend Topics

  • javascript

    JavaScript (JS) is a lightweight interpreted programming language with first-class functions.

  • web

    Some thing interesting about web. New door for the world.

  • server

    A server is a program made to process requests and deliver data to clients.

  • Machine learning

    Machine learning is a way of modeling and interpreting data that allows a piece of software to respond intelligently.

  • Game

    Some thing interesting about game, make everyone happy.

Recommend Org

  • Facebook photo Facebook

    We are working to build community through open source technology. NB: members must have two-factor auth.

  • Microsoft photo Microsoft

    Open source projects and samples from Microsoft.

  • Google photo Google

    Google โค๏ธ Open Source for everyone.

  • D3 photo D3

    Data-Driven Documents codes.