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Constrained fit to initial values with additional Br data

👀 Overview

Summary

This fit adds additional Br ESP data following a hypothesis that a lack of Br data was responsible for the poor performance of Br compounds in condensed phase properties. Performance unfortunately did not improve. While working on this approach, it became apparent that we weren’t sure where the initial values for each virtual site came from – while they had seemed to come from Qubekit, we could not reproduce them in Qubekit. In Approach V we took a step back and restarted the project from Qubekit initial values, as well as exploring other directions.

GitHub repo/branch

Status

WON'T PROGRESS

\uD83D\uDEA9 Milestones and metrics

Stage

Milestone/Benchmark

Contributors

Deadline

Status

Train virtual sites and BCCs to existing HF/6-31G* data and additional Br data, with a weak constraint to initial charge

Compute additional multi-Br data

Lily Wang

Nov 2023

COMPLETED

Re-fit 2.1.0 BCCs to ESP data

Lily Wang

Dec 2023

COMPLETED

Re-fit valence and vdW parameters to condensed phase properties

Re-fit FF terms for vsites-candidate

Lily Wang

Mar 2024

COMPLETED

Benchmark

Improved or equivalent performance for molecules with virtual sites added (Cl, Br, pyridines) on training data

Mar 2024

FAILED

📊 Progress and findings

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