readme.qmd

---
title: "TvGP code"
format: gfm
---

This repository contains code to support the paper "Tensor-variate Gaussian process regression for efficient emulation of complex systems: comparing regressor and covariance structures in outer product and parallel partial emulators" by Semochkina[^soton], Jackson[^durham] and Woods[^soton].

The code is structured as follows:

 - each of the folders "influenza_model" and "environmental_model" contains code to generate example results from the paper for the respective simulators;
 - within each of these folders, there is an "*_emulation.R" script that runs the emulation and produces the results;
 - the "code" folder in the parent directory contains common functions;
 - the "code" folders for each model contain specific functions used in the emulation scripts;
 - the "data" folders contain the data used in the emulation scripts.
 
 
 [^soton]: University of Southampton, Southampton, UK
 [^durham]: Durham University, Durham, UK