press, energy, density became abnormal after a long time of NPT

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I am not sure. There could be many reasons. If you believe that force parameters are right then the centre of mass drift could be one of the reasons.

PS:

When doing equilibrium calculations it is always better to visualize the system after minimization and also check the converged energies.

Check whether the initial geometry is right.

Arun.