deepmodeling / deepmodeling/dpti

Reproducing the free energy of ice VII in the paper "The Phase Diagram of a Deep Potential Water Model"

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Python
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Description

Dear all,

I am currently attempting to reproduce the free energy of ice VII as reported in paper "The Phase Diagram of a Deep Potential Water Model". I have learned that the dpti package is capable of calculating the free energy of ice. However, due to network restrictions on our server, I am unable to install the dpti package. As a result, I have chosen to use the input files from the example folder to compute the free energy myself.

The results I have obtained do not match the values reported in the literature, so I think I should first reproduce each step of the hti process's free energy changes. Therefore, I would like to inquire if anyone is willing to share the results of the free energy changes at each step of the hti process (including lj_on, dp_on, lj+spring_off) ?

Thanks!

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Research direction

Start by reviewing the input files in the example folder and the hti stages named in the issue: lj_on, dp_on, and lj+spring_off. Compare the free-energy change from each stage with the reported literature values; done means the discrepancy is explained or the package behavior is shown to reproduce the reference results.

Written by the indexing model from the issue text.

Assessment

Tech stack
python
Domain
tooling
Issue type
Bug
Difficulty
5/5
Estimated time
Over a week
Activity status
Stale
Clarity
Needs clarification
Newbie friendliness
25/100

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