Constrained fit to initial values.

(blue star) Overview

Summary

In Approach II, the virtual site charge ~0.17e on the pyridine was regarded as somewhat low. This fit adds a weak charge restraint to initial values for all virtual sites, which primarily affected the pyridine virtual site. The resulting charge around 0.3 e did not improve performance on condensed phase properties. In addition, we took a closer look at Br properties, which also showed worse performance. This may be due to a lack of multi-site Br fitting data. In Approach IV we attempted a re-fit with additional data.

GitHub repo/branch

Status

(blue star) Milestones and metrics

Outside of technical issues, milestones and deliverables should not be revisited once marked as completed. If at any point the project fails to pass a required metric and the driver and approver both decide to re-start the project from an earlier point in the workflow, a new project approach plan should be created.

Stage

Milestone/Benchmark

Contributors

Deadline

Status

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

Re-fit 2.1.0 BCCs and virtual sites to ESP data

Lily Wang

Oct 2023

Re-fit valence and vdW parameters to condensed phase properties

Re-fit FF terms for vsites-candidate

Dec 2023

Benchmark

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

Dec 2023

*Note: this was delayed due to an unexpected outage with lilac access.

Presentation: https://docs.google.com/presentation/d/1fQjJn2OfApAmxfSCdxxwPuGveWoS0gPRYZ9MVL32OVk/edit#slide=id.g2a39d07bb62_0_21

(blue star) Progress and findings

Re-fitting virtual sites with charge restraints

The pyridine virtual site stabilized around 0.3 e:

No real effect was observed on the halogens with the restraint:

Fitting to condensed phase properties

This change in pyridine charges didn’t appear to substantially affect the condensed phase properties.

Screenshot 2024-10-11 at 1.29.15 pm.png