ISE Documentation

ISE, or ice-sheet emulators, is a package for end-to-end creation and analysis of ice-sheet emulators.

The main features of ISE include loading and processing of ISMIP6 sea level contribution simulations, data preparation and feature engineering for machine learning, and training and testing of trained neural network emulators. The package is divided into two sections: sectors and grids. The sectors module provides all necessary functions for creating and training emulators based on the 18 ISMIP6 sectors, while the grids module provides the same functionality for smaller kilometer-scale grids.

Contents:

• Quickstart Guide
• API Reference

About

ISE is a work in progress that is actively being updated and improved. For questions, feel free to contact:

Peter Van Katwyk Ph.D. Candidate @ Brown University Email: peter_van_katwyk@brown.edu