deepmodeling / deepmodeling/dpti
Reproducing the free energy of ice VII in the paper "The Phase Diagram of a Deep Potential Water Model"
- Dominant language
- Python
- Stars
- 42
- Forks
- 27
- PR merge metrics
- No merged PRs in 30d
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