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Add internal coordinate harmonic model #26

Merged
merged 11 commits into from
Dec 4, 2023
Merged

Add internal coordinate harmonic model #26

merged 11 commits into from
Dec 4, 2023

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WardLT
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@WardLT WardLT commented Dec 4, 2023

Completing #25 . Fixes #7

WardLT and others added 11 commits August 30, 2023 08:29
* see freqs

* Add computing Hessians using MBTR forcefield (#8)

* Add a ASE calculator for MBTR

* Move back to Py3.9 for dscribe

I get an error "from collections import Iterable" stemming
from the sparse module used by dscribe

* Add force computation

* Add ability to compute Hessian from MBTR

* Remove unused import

* Add an example notebook with MBTR

* Adjust the scale to be a unit normal

Should reduce the likelihood of numerical issues

* Update proof-of-concept with more data, better KRR

* Allow use of MOPAC in proof of concept (#13)

* Separate notebooks for exact answer, steps in fitting (#14)

* Add utility for making calculator

Avoid copying code between notebooks

* Separate exact, sampling and approximation

* Accept "None" as an option

* Sample as if computing numerical derivatives  (#17)

* Start notebook for displacing along axes

* Add code for combining perturbations into single tasks

* Add example of using this new data

* Refactor and add linear terms

Fixes #2
Fixes #4

* Make the second-order terms 1/2 the first order

* Update with the newer model

* Update the proof of concept notebooks

* see freqs

* internal coordinate model

* flake8 cleanup

* added pytest for internals

* more flake8 cleanup

* geometric package to convert to internal coordinates

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Co-authored-by: snelliott <[email protected]>
Co-authored-by: Logan Ward <[email protected]>
Co-authored-by: Logan Ward <[email protected]>
We can recreate these in the new directory structure if need be
Also remove some temporary files
@WardLT WardLT merged commit 938be43 into main Dec 4, 2023
2 checks passed
@WardLT WardLT deleted the add_jacobian branch December 25, 2023 17:24
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Fit the Hessian matrix in an internal coordinate system
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