| Method / sample set | ΔH | ΔS estimate |
|---|---|---|
| uMLIP (PBE sample set) |
— eV/atom
— kJ/mol of atoms
|
—
eV/(atom K)
— J/(mol of atoms K)
|
| PBE |
— eV/atom
— kJ/mol of atoms
|
—
eV/(atom K)
— J/(mol of atoms K)
|
| uMLIP (R2SCAN sample set) |
— eV/atom
— kJ/mol of atoms
|
—
eV/(atom K)
— J/(mol of atoms K)
|
| R2SCAN |
— eV/atom
— kJ/mol of atoms
|
—
eV/(atom K)
— J/(mol of atoms K)
|
ΔH is the liquid-minus-solid value reported by the existing correction workflow. Each uMLIP row uses the sample set matched to that DFT method. Uncertainties are standard errors; — means unavailable.
ΔS is estimated as ΔHuMLIP/Tm,uMLIP. Its propagated uncertainty assumes these two quantities are independent. The current PBE/R2SCAN correction inherits this entropy estimate; it is not an independently calculated DFT entropy.
| Sample set | Cp,solid | Cp,liquid |
|---|---|---|
| uMLIP (PBE sample set) |
— J/(mol of atoms K)
— eV/(atom K)
|
— J/(mol of atoms K)
— eV/(atom K)
|
| uMLIP (R2SCAN sample set) |
— J/(mol of atoms K)
— eV/(atom K)
|
— J/(mol of atoms K)
— eV/(atom K)
|
Values reported in SLUSCHI.out by the correction workflow. These are uMLIP potential-energy–temperature slopes for the PBE/R2SCAN sample sets, not full thermodynamic heat capacities or independent DFT heat capacities. The workflow may substitute the other phase's slope when one is unavailable. Uncertainties are not reported; — means unavailable.
| Vsolid [ų/atom] | Vliquid [ų/atom] | ΔV [ų/atom] |
|---|---|---|
| — | — | — |
=======================================================================================================
Solid and Liquid in Ultra Small Coexistence with Hovering Interfaces (SLUSCHI)
Developed and maintained by Qi-Jun Hong, with early research support from Axel van de Walle (2014-2020)
=======================================================================================================
Generating solid with radius = 14
*** Generate a supercell from the current unitcell ***
The supercell is:
5.4719106000000002 0.0000000000000000 -12.636832320000000
11.855806300000001 -5.1589652399999997 4.7388121199999995
-4.5599255000000003 -12.897413100000000 -1.5796040399999995
|a|,|b|,|c|,theta(bc),theta(ac),theta(ab):
13.771 13.771 13.771 88.492 91.508 88.492
In UNIT-cell, number of atoms: 1 1 total: 2
Inverse Matrix is:
2.6553640203687768E-002 6.2479153420441816E-002 -2.4991661368176720E-002
-1.1044861581594421E-003 -2.5403181637667138E-002 -6.7373655647725891E-002
-6.7635688522046850E-002 2.7054275408818738E-002 -1.0821710163527495E-002
In SUPER-cell, number of atoms: 117 117 total: 234
POSCAR_STRCT atoms = 234
Accepted radius = 14 with 234 atoms
====================================================================================================
/data/qhong7/qhong7/sluschi_auto/6568caff-6378-40cd-a752-f3c675563cd3/TaC/Dir_lammps
['Ta', 'C']
elements: ['Ta', 'C']
counts: [117, 117]
solid atom IDs: 1:234
liquid atom IDs: 235:468
Original Tm = 1000.0
New temp = 500
New temp_end = 2000
500, 2000, 1
Adaptive temp step = 500
500
Start running job (temp, id) 500 1000 ...
Using closest available scale or default: 1.0
==============================
Iteration 1
Current scale = 1.0
Pressure = -13234.714300
Step reduced to 0.005
New scale = 0.995
==============================
Iteration 2
Current scale = 0.995
Pressure = 23566.929400
Step reduced to 0.0025
New scale = 0.9974999999999999
==============================
Iteration 3
Current scale = 0.9974999999999999
Pressure = 4982.115741
Converged!
Now running full trajectory...
Completed!
==============================
1000
Start running job (temp, id) 1000 1000 ...
Using closest available scale or default: 0.9974999999999999
==============================
Iteration 1
Current scale = 0.9974999999999999
Pressure = 31246.353300
New scale = 1.0074999999999998
==============================
Iteration 2
Current scale = 1.0074999999999998
Pressure = -44910.894400
Step reduced to 0.005
New scale = 1.0025
==============================
Iteration 3
Current scale = 1.0025
Pressure = -7869.162490
New scale = 0.9974999999999999
==============================
Iteration 4
Current scale = 0.9974999999999999
Pressure = 31246.237000
Step reduced to 0.0025
New scale = 0.9999999999999999
==============================
Iteration 5
Current scale = 0.9999999999999999
Pressure = 11362.389052
New scale = 1.0025
Now running full trajectory...
Completed!
==============================
1500
Start running job (temp, id) 1500 1000 ...
Using closest available scale or default: 1.0025
==============================
Iteration 1
Current scale = 1.0025
Pressure = 30128.705300
New scale = 1.0125
==============================
Iteration 2
Current scale = 1.0125
Pressure = -43854.849800
Step reduced to 0.005
New scale = 1.0075
==============================
Iteration 3
Current scale = 1.0075
Pressure = -10190.110610
New scale = 1.0025000000000002
==============================
Iteration 4
Current scale = 1.0025000000000002
Pressure = 30033.668600
Step reduced to 0.0025
New scale = 1.0050000000000001
==============================
Iteration 5
Current scale = 1.0050000000000001
Pressure = 10485.648536
New scale = 1.0075
Now running full trajectory...
Completed!
==============================
2000
Start running job (temp, id) 2000 1000 ...
Using closest available scale or default: 1.0075
==============================
Iteration 1
Current scale = 1.0075
Pressure = 70874.451300
New scale = 1.0175
==============================
Iteration 2
Current scale = 1.0175
Pressure = 5967.584370
New scale = 1.0275
==============================
Iteration 3
Current scale = 1.0275
Pressure = -40195.101470
Step reduced to 0.005
New scale = 1.0225000000000002
==============================
Iteration 4
Current scale = 1.0225000000000002
Pressure = -23142.922710
New scale = 1.0175000000000003
==============================
Iteration 5
Current scale = 1.0175000000000003
Pressure = 34175.574300
Step reduced to 0.0025
New scale = 1.0200000000000002
Now running full trajectory...
Completed!
==============================
500, 500, 1
Adaptive temp step = 100
500
Wrote /data/qhong7/qhong7/sluschi_auto/6568caff-6378-40cd-a752-f3c675563cd3/TaC/Dir_lammps/summary.csv
Wrote /data/qhong7/qhong7/sluschi_auto/6568caff-6378-40cd-a752-f3c675563cd3/TaC/Dir_lammps/summary.out
Collected 4 folders
Wrote phase_pred.csv
Label counts:
solid = 4
liquid = 0
Wrote jobs_results.out
---------------------------------------------
Temp | Solid | Liquid | Total
---------------------------------------------
500 | 1 | 0 | 1
1000 | 1 | 0 | 1
1500 | 1 | 0 | 1
2000 | 1 | 0 | 1
---------------------------------------------
====================================
Melting Point Fit (MPFit)
====================================
Tm = 2044.93 K
Uncertainty = 6609.66 K
====================================
jobs_to_run.out Jobs completed
=== running MPFit ===
Melting temperature and std error: 2044.9288524999999 6632.7382570756763
500 1 0 1
1000 1 0 1
1500 1 0 1
2000 1 0 1
=== Find next job to run ===
next job: 1 MD duplicate(s) at 2800.0 K
2800, 2800, 1
Adaptive temp step = 100
2800
Start running job (temp, id) 2800 1000 ...
Using closest available scale or default: 1.0200000000000002
==============================
Iteration 1
Current scale = 1.0200000000000002
Pressure = 92418.830300
New scale = 1.0300000000000002
==============================
Iteration 2
Current scale = 1.0300000000000002
Pressure = 32635.918600
New scale = 1.0400000000000003
==============================
Iteration 3
Current scale = 1.0400000000000003
Pressure = -11533.898072
Step reduced to 0.005
New scale = 1.0350000000000004
==============================
Iteration 4
Current scale = 1.0350000000000004
Pressure = 17889.571570
Step reduced to 0.0025
New scale = 1.0375000000000003
==============================
Iteration 5
Current scale = 1.0375000000000003
Pressure = 1261.809970
Converged!
Now running full trajectory...
Completed!
==============================
=== DFT corrections begin ===
=== PBE correction ===
N rows with PBE energy = 0
MT_LMP = 3399.4070576152994
STD_LMP = 107.6849680472136
SOLID (PBE present only):
lammps_poteng_eV_per_atom = N/A
PBE_energy_eV_per_atom = N/A
N_solid_PBE = 0
SEM_lammps_solid_PBE = N/A
SEM_PBE_solid = N/A
LIQUID (PBE present only):
lammps_poteng_eV_per_atom = N/A
PBE_energy_eV_per_atom = N/A
N_liquid_PBE = 0
SEM_lammps_liquid_PBE = N/A
SEM_PBE_liquid = N/A
DH_LMP_raw_PBE = N/A
DH_LMP_PBE = N/A
DH_PBE = N/A
STD_DH_LMP_PBE = N/A
STD_DH_PBE = N/A
COV_DH_PBE_LMP = N/A
MT_PBE = N/A
STD_PBE = N/A
=== R2SCAN correction ===
N rows with R2SCAN energy = 0
MT_LMP = 3399.4070576152994
STD_LMP = 107.6849680472136
SOLID (R2SCAN present only):
lammps_poteng_eV_per_atom = N/A
R2SCAN_energy_eV_per_atom = N/A
N_solid_R2SCAN = 0
SEM_lammps_solid_R2SCAN = N/A
SEM_R2SCAN_solid = N/A
LIQUID (R2SCAN present only):
lammps_poteng_eV_per_atom = N/A
R2SCAN_energy_eV_per_atom = N/A
N_liquid_R2SCAN = 0
SEM_lammps_liquid_R2SCAN = N/A
SEM_R2SCAN_liquid = N/A
DH_LMP_raw_R2SCAN = N/A
DH_LMP_R2SCAN = N/A
DH_R2SCAN = N/A
STD_DH_LMP_R2SCAN = N/A
STD_DH_R2SCAN = N/A
COV_DH_R2SCAN_LMP = N/A
MT_R2SCAN = N/A
STD_R2SCAN = N/A
=== DFT corrections end ===
Wrote /data/qhong7/qhong7/sluschi_auto/6568caff-6378-40cd-a752-f3c675563cd3/TaC/Dir_lammps/summary.csv
Wrote /data/qhong7/qhong7/sluschi_auto/6568caff-6378-40cd-a752-f3c675563cd3/TaC/Dir_lammps/summary.out
Collected 5 folhase_pred.csv
Label counts:
solid = 5
liquid = 0
Wrote jobs_results.out
---------------------------------------------
Temp | Solid | Liquid | Total
---------------------------------------------
500 | 1 | 0 | 1
1000 | 1 | 0 | 1
1500 | 1 | 0 | 1
2000 | 1 | 0 | 1
2800 | 1 | 0 | 1
---------------------------------------------
====================================
Melting Point Fit (MPFit)
====================================
Tm = 2859.99 K
Uncertainty = 9703.47 K
====================================
jobs_to_run.out Jobs completed
=== running MPFit ===
Melting temperature and std error: 2859.9890240000004 9734.5177039529754
500 1 0 1
1000 1 0 1
1500 1 0 1
2000 1 0 1
2800 1 0 1
=== Find next job to run ===
next job: 1 MD duplicate(s) at 3600.0 K
3600, 3600, 1
Adaptive temp step = 100
3600
Start running job (temp, id) 3600 1000 ...
Using closest available scale or default: 1.0375000000000003
==============================
Iteration 1
Current scale = 1.0375000000000003
Pressure = 48754.676900
New scale = 1.0475000000000003
==============================
Iteration 2
Current scale = 1.0475000000000003
Pressure = -3029.190320
Converged!
Now running full trajectory...
Completed!
==============================
Wrote /data/qhong7/qhong7/sluschi_auto/6568caff-6378-40cd-a752-f3c675563cd3/TaC/Dir_lammps/summary.csv
Wrote /data/qhong7/qhong7/sluschi_auto/6568caff-6378-40cd-a752-f3c675563cd3/TaC/Dir_lammps/summary.out
Collected 6 folders
Wrote phase_pred.csv
Label counts:
solid = 5
liquid = 1
Wrote jobs_results.out
---------------------------------------------
Temp | Solid | Liquid | Total
---------------------------------------------
500 | 1 | 0 | 1
1000 | 1 | 0 | 1
1500 | 1 | 0 | 1
2000 | 1 | 0 | 1
2800 | 1 | 0 | 1
3600 | 0 | 1 | 1
---------------------------------------------
====================================
Melting Point Fit (MPFit)
====================================
Tm = 2891.45 K
Uncertainty = 14282.87 K
====================================
jobs_to_run.out Jobs completed
=== running MPFit ===
Melting temperature and std error: 2891.4451080000003 14274.391314241740
500 1 0 1
1000 1 0 1
1500 1 0 1
2000 1 0 1
2800 1 0 1
3600 0 1 1
=== Find next job to run ===
next job: 1 MD duplicate(s) at 3200.0000000000000 K
3200, 3200, 1
Adaptive temp step = 100
3200
Start running job (temp, id) 3200 1000 ...
Using closest available scale or default: 1.0375000000000003
==============================
Iteration 1
Current scale = 1.0375000000000003
Pressure = 28386.500990
New scale = 1.0475000000000003
==============================
Iteration 2
Current scale = 1.0475000000000003
Pressure = -19792.508870
Step reduced to 0.005
New scale = 1.0425000000000004
==============================
Iteration 3
Current scale = 1.0425000000000004
Pressure = -3226.915133
Converged!
Now running full trajectory...
Completed!
==============================
Wrote /data/qhong7/qhong7/sluschi_auto/6568caff-6378-40cd-a752-f3c675563cd3/TaC/Dir_lammps/summary.csv
Wrote /data/qhong7/qhong7/sluschi_auto/6568caff-6378-40cd-a752-f3c675563cd3/TaC/Dir_lammps/summary.out
Collected 7 folders
Wrote phase_pred.csv
Label counts:
solid = 6
liquid = 1
Wrote jobs_results.out
---------------------------------------------
Temp | Solid | Liquid | Total
---------------------------------------------
500 | 1 | 0 | 1
1000 | 1 | 0 | 1
1500 | 1 | 0 | 1
2000 | 1 | 0 | 1
2800 | 1 | 0 | 1
3200 | 1 | 0 | 1
3600 | 0 | 1 | 1
---------------------------------------------
====================================
Melting Point Fit (MPFit)
====================================
Tm = 3278.76 K
Unc278.76 K
Uncertainty = 13774.50 K
====================================
jobs_to_run.out Jobs completed
=== running MPFit ===
Melting temperature and std error: 3278.7642790000000 13764.606563930784
500 1 0 1
1000 1 0 1
1500 1 0 1
2000 1 0 1
2800 1 0 1
3200 1 0 1
3600 0 1 1
=== Find next job to run ===
next job: 4 MD duplicate(s) at 3200.0000000000000 K
next job: 4 MD duplicate(s) at 3600.0000000000000 K
3200, 3200, 4
Adaptive temp step = 100
3200
Start running job (temp, id) 3200 1100 ...
Using scale from current temperature folder: 1.0425000000000004
==============================
Iteration 1
Current scale = 1.04250Pressure = -1042.079360
Converged!
Now running full trajectory...
Completed!
==============================
Start running job (temp, id) 3200 1200 ...
Using scale from current temperature folder: 1.0425000000000004
==============================
Iteration 1
Current scale = 1.0425000000000004
Pressure = 210.693220
Converged!
Now running full trajectory...
Completed!
==============================
Start running job (temp, id) 3200 1300 ...
Using scale from current temperature folder: 1.0425000000000004
==============================
Iteration 1
Current scale = 1.0425000000000004
Pressure = 5379.584006
New scale = 1.0525000000000004
==============================
Iteration 2
Current scale = 1.0525000000000004
Pressure = -37645.254200
Step reduced to 0.005
New scale = 1.0475000000000005
==============================
Iteration 3
Current scale = 1.0475000000000005
Pressure = -16369.113300
New scale = 1.0425000000000006
==============================
Iteration 4
Current scale = 1.0425000000000006
Pressure = 3443.586840
Converged!
Now running full trajectory...
Completed!
==============================
3600, 3600, 4
Adaptive temp step = 100
3600
Start running job (temp, id) 3600 1100 ...
Using scale from current temperature folder: 1.0475000000000003
==============================
Iteration 1
Current scale = 1.0475000000000003
Pressure = -7139.131380
Step reduced to 0.005
New scale = 1.0425000000000004
==============================
Iteration 2
Current scale = 1.0425000000000004
Pressure = 15656.667210
Step reduced to 0.0025
New scale = 1.0450000000000004
==============================
Iteration 3
Current scale = 1.0450000000000004
Pressure = 4208.185640
Converged!
Now running full trajectory...
Completed!
==============================
Start running job (temp, id) 3600 1200 ...
Using scale from current temperature folder: 1.0450000000000004
==============================
Iteration 1
Current scale = 1.0450000000000004
Pressure = 11707.306100
New scale = 1.0550000000000004
==============================
Iteration 2
Current scale = 1.0550000000000004
Pressure = -27503.428100
Step reduced to 0.005
New scale = 1.0500000000000005
==============================
Iteration 3
Current scale = 1.0500000000000005
Pressure = -9705.053450
New scale = 1.0450000000000006
==============================
Iteration 4
Current scale = 1.0450000000000006
Pressure = 11192.299700
Step reduced to 0.0025
New scale = 1.0475000000000005
==============================
Iteration 5
Current scale = 1.0475000000000005
Pressure = 1387.146950
Converged!
Now running full trajectory...
Completed!
==============================
Start running job (temp, id) 3600 1300 ...
Using scale from current temperature folder: 1.0475000000000005
==============================
Iteration 1
Current scale = 1.0475000000000005
Pressure = 11319.239200
New scale = 1.0575000000000006
==============================
Iteration 2
Current scale = 1.0575000000000006
Pressure = -30245.940490
Step reduced to 0.005
New scale = 1.0525000000000007
==============================
Iteration 3
Current scale = 1.0525000000000007
Pressure = -15360.527909
New scale = 1.0475000000000008
==============================
Iteration 4
Current scale = 1.0475000000000008
Pressure = 2645.610930
Converged!
Now running full trajectory...
Completed!
==============================
Wrote /data/qhong7/qhong7/sluschi_auto/6568caff-6378-40cd-a752-f3c675563cd3/TaC/Dir_lammps/summary.csv
Wrote /data/qhong7/qhong7/sluschi_auto/6568caff-6378-40cd-a752-f3c675563cd3/TaC/Dir_lammps/summary.out
Collected 13 folders
Wrote phase_pred.csv
Label counts:
solid = 9
liquid = 4
Wrote jobs_results.out
---------------------------------------------
Temp | Solid | Liquid | Total
---------------------------------------------
500 | 1 | 0 | 1
1000 | 1 | 0 | 1
1500 | 1 | 0 | 1
2000 | 1 | 0 | 1
2800 | 1 | 0 | 1
3200 | 4 | 0 | 4
3600 | 0 | 4 | 4
---------------------------------------------
====================================
Melting Point Fit (MPFit)
====================================
Tm = 3398.91 K
Uncertainty = 107.37 K
====================================
jobs_to_run.out Jobs completed
=== running MPFit ===
Melting temperature and std error: 3398.6367372344748 107.66302170836725
500 1 0 1
1000 1 0 1
1500 1 0 1
2000 1 0 1
2800 1 0 1
3200 4 0 4
3600 0 4 4
current fit
1 3398.6367372344748 107.66302170836725
possibilities:
current fit
0 3398.6367372344748 107.66302170836725
possibilities:
MP accuracy achieved. Stopping code...
summary.out
======================================================================================================================================================
folder poteng [eV/atom] kineng [eV/atom] temp [K] volume [Ang^3/atom] press [bar] energy_slope energy_dir diffusion [cm^2/s] spg
------ ---------------- ---------------- ----------- ------------------- ------------- ------------ ---------- ------------------ ------
1000/1 -10.988340 0.129428 1003.440843 11.515512 -231.724033 -0.00000015 down 1.390e-08 P1 (1)
1500/1 -10.916562 0.192302 1490.898265 11.684107 -8557.610915 0.00000120 up 3.250e-09 P1 (1)
2000/1 -10.803305 0.259277 2010.149300 11.774097 21080.560835 -0.00000434 down 5.240e-08 P1 (1)
2800/1 -10.666830 0.366832 2844.009255 12.079689 14117.488006 -0.00003623 down 2.210e-07 P1 (1)
3200/1 -10.583355 0.420428 3259.534440 12.434353 -20023.552140 -0.00004966 down 1.100e-07 P1 (1)
3200/2 -10.521973 0.423861 3286.154740 12.623671 -34744.466150 -0.00004537 down 1.630e-06 P1 (1)
3200/3 -10.554885 0.418250 3242.649100 12.555878 -34611.087750 -0.00005225 down 1.320e-07 P1 (1)
3200/4 -10.512440 0.419783 3254.534805 12.627225 -30833.567950 -0.00004320 down 5.230e-07 P1 (1)
3600/1 -10.270464 0.471807 3657.873345 13.163722 -23055.927460 -0.00002590 down 7.540e-06 P1 (1)
3600/2 -10.252919 0.463925 3596.769080 13.151896 -20451.595645 -0.00001129 down 1.130e-05 P1 (1)
3600/3 -10.215676 0.464981 3604.954205 13.295446 -26296.620560 -0.00001930 down 9.550e-06 P1 (1)
3600/4 -10.183408 0.464476 3601.039240 13.205548 -6692.231644 -0.00000807 down 1.210e-05 P1 (1)
500/1 -11.053846 0.064580 500.683586 11.379794 1727.837551 0.00000001 up 1.510e-09 P1 (1)
======================================================================================================================================================
Wrote /data/qhong7/qhong7/sluschi_auto/6568caff-6378-40cd-a752-f3c675563cd3/TaC/Dir_lammps/summary.csv
Wrote /data/qhong7/qhong7/sluschi_auto/6568caff-6378-40cd-a752-f3c675563cd3/TaC/Dir_lammps/summary.out
Collected 13 folders
Wrote phase_pred.csv
Label counts:
solid = 9
liquid = 4
Wrote jobs_results.out
---------------------------------------------
Temp | Solid | Liquid | Total
---------------------------------------------
500 | 1 | 0 | 1
1000 | 1 | 0 | 1
1500 | 1 | 0 | 1
2000 | 1 | 0 | 1
2800 | 1 | 0 | 1
3200 | 4 | 0 | 4
3600 | 0 | 4 | 4
---------------------------------------------
====================================
Melting Point Fit (MPFit)
====================================
Tm = 3399.41 K
Uncertainty = 107.68 K
====================================
Wrote /data/qhong7/qhong7/sluschi_auto/6568caff-6378-40cd-a752-f3c675563cd3/TaC/Dir_lammps/cost_table.out
Collected 59 log files
====================================
Computational cost summary:
Number of trajectories (temp/id) = 13
Total log files (incl. subruns) = 59
Total wall time = 2:53:44
Total seconds = 10424
Total GPU hours = 2.90
====================================
Ta1 C1 1.0 2.7359553000000001 -0.0000000000000000 1.5796040400000000 0.9119851000000000 2.5794826199999998 1.5796040400000000 0.0000000000000000 0.0000000000000000 3.1592080800000000 Ta C 1 1 direct -0.0000000000000000 0.0000000000000000 0.0000000000000000 Ta 0.5000000000000000 0.5000000000000000 0.5000000000000000 C
No output files have been received yet.