Welcome to NucML’s documentation!

NucML is a python toolbox to aid the ML-enhanced Nuclear Data Evaluation pipeline.

OVERVIEW

• What is NucML?

GET STARTED

• Installation Guide
• Basic Walkthrough

NAVIGATING THE NDE

• Loading Data
  • Atomic Mass Evaluation (2016)
  • Experimental Nuclear Reaction Data (EXFOR)
  • Reference Input Parameter Library (RIPL)
  • Evaluated Libraries
• Exploratory Data Analysis
  • Atomic Mass Evaluation (2016)
  • Experimental Nuclear Reaction Data (EXFOR)
  • Visualizing EXFOR Cross Sections
  • Reference Input Data Library (RIPL)
• Modeling Data
• Processing Data for Monte Carlo
  • Generating Benchmark Files and Serpent Scripts
• Validating using Benchmarks
  • Analyzing Benchmark Results for Validation

OTHER TUTORIALS

• Incorrect EXFOR Experimental Campaigns
• ML-based EXFOR Outlier Detection
• Hybrid ML-ENDF ACE File Creation
• ENSDF NLD Linear Interpolation

DOCUMENTATION

• nucml
  • nucml package
    • Subpackages
    • Submodules
    • nucml.config module
    • nucml.configure module
    • nucml.datasets module
    • nucml.general_utilities module
    • nucml.processing module
    • Module contents

FAQ AND CONTACT

• FAQ
• Contact

Indices and tables

• Index

• Module Index

• Search Page