Using VASP's ML-FF in 3rd party MD packages

Queries about input and output files, running specific calculations, etc.


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Jatin19k
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Using VASP's ML-FF in 3rd party MD packages

#1 Post by Jatin19k » Sat Mar 05, 2022 6:42 am

Hi VASP Community,

Is there anyway by which we can export the Machine Learning Force Field(ML-FF) generated by VASP ML module to be used as a force fields in 3rd party MD package i.e. LAMMPS, AMBER etc.
If there is no direct way, could ASE[1] can be use to wrap external MD package with VASP's ML FF files.

Thank you.

[1]
https://wiki.fysik.dtu.dk/ase/

ferenc_karsai
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Re: Using VASP's ML-FF in 3rd party MD packages

#2 Post by ferenc_karsai » Mon Mar 07, 2022 6:59 am

At the moment there is no way to run the force field in any other MD program. In principle a separate interface has to be written to every program separately.
We are currently working on an interface for LAMMPS, but it will take some time since LAMMPS enforces very different parallelization schemes.

kiran_prasai1
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Re: Using VASP's ML-FF in 3rd party MD packages

#3 Post by kiran_prasai1 » Wed Sep 06, 2023 10:43 pm

Hi there,

Any update on this? Can ML_FF now be interfaced with LAMMPS?

Thank you,
Kiran

ferenc_karsai
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Re: Using VASP's ML-FF in 3rd party MD packages

#4 Post by ferenc_karsai » Thu Sep 07, 2023 10:07 am

We are working on a rewrite of the code in C++. This will be used for the interfacing.
Unfortunately it will still take a while until the interface is ready.

yubi_chen
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Re: Using VASP's ML-FF in 3rd party MD packages

#5 Post by yubi_chen » Sat Oct 28, 2023 12:33 am

Hi there,

I really need the interface with Lammps soon. Sorry for asking so frequently. Would you mind sharing the current C++ version on GitHub?

Thanks!

ferenc_karsai
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Re: Using VASP's ML-FF in 3rd party MD packages

#6 Post by ferenc_karsai » Mon Nov 06, 2023 8:23 am

Unfortunately our C++ code is not finished. We are working strongly on the interfacing. The interface itself is easy, so in principle as soon as the C++ is done the interface is ready.

emylee
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Re: Using VASP's ML-FF in 3rd party MD packages

#7 Post by emylee » Thu Jan 04, 2024 6:37 pm

Hello,

Has there been any update on this? Can ML_FF now be interfaced with LAMMPS?

Thank you,
Elizabeth

ferenc_karsai
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Re: Using VASP's ML-FF in 3rd party MD packages

#8 Post by ferenc_karsai » Fri Jan 05, 2024 9:50 am

We are still not finished with the C++ code. We will anounce it as soon as it is ready and will possibly have a separate realease for it.

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