/MOF-LVGP-MOBBO

This repository contains the LVGP-MOBBO code used in the Rapid Design of Top Performing Metal-Organic Frameworks with Qualitative Representations of Building Blocks paper.

Primary LanguageMATLAB

MOF-LVGP-MOBBO

Rapid Design of Top-Performing Metal-Organic Frameworks with Qualitative Representations of Building Blocks Authors: Yigitcan Comlek, Thang Duc Pham, Randall Q. Snurr, Wei Chen*

*Corresponding Author: Dr. Wei Chen (weichen@northwestern.edu)

This folder contains the MATLAB code for the Latent Variable Gaussian Process - Multi-Objective Bayesian Optimization (LVGP-MOBBO) framework.

MAIN.m file contains the necessary code to run the framework.

LVGP folder contains the necessary files for the LVGP modeling

MOBBO folder contains the necesaary files for MOBBO

data folder contains the data used in this study