| 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 = 11
*** Generate a supercell from the current unitcell ***
The supercell is:
-6.4713784600000004 6.7252540800000000 6.4063393699999995
-9.0599298700000013 -2.2417513299999996 -6.4063373599999993
-2.5885514100000000 -8.9670054799999992 6.4063454000000002
|a|,|b|,|c|,theta(bc),theta(ac),theta(ab):
11.320 11.320 11.320 88.877 91.124 88.877
In UNIT-cell, number of atoms: 1 total: 1
Inverse Matrix is:
-4.9527737277127740E-002 -6.9338864624844981E-002 -1.9811086945241311E-002
5.1470769562438415E-002 -1.7156938546923423E-002 -6.8627638130224225E-002
5.2031783762921037E-002 -5.2031783637942343E-002 5.2031783325495629E-002
In SUPER-cell, number of atoms: 91 total: 91
POSCAR_STRCT atoms = 91
Accepted radius = 11 with 91 atoms
====================================================================================================
=== SLUSCHI fit-first-1-guard1; source: /data/qhong7/qhong7/sluschi_lammps/src/ ===
/data/qhong7/qhong7/sluschi_auto/efe6dc7f-0eea-4b23-b0ec-0bf852f93c9b/W/Dir_lammps
['W']
elements: ['W']
counts: [91]
solid atom IDs: 1:91
liquid atom IDs: 92:182
Original Tm = 1000.0
New temp = 500
New temp_end = 2000
500, 2000, 1
Adaptive temp step = 500
500 K: 0/1 usable completed; 0 genuinely resolved; no replacement attempts
Starting NEW trajectory 500/1, step_param=1000
Pressure trial 1: scale=1.0
ERROR: trajectory scheduler failed; stopping
Stopped: smallcoex_lammps failed (exit 2).
W1 1.0 2.5885513900000001 0.0000000000000000 -0.9151922000000000 -1.2942756900000001 2.2417513699999998 -0.9151922000000000 -0.0000000000000000 -0.0000000100000000 2.7455745899999999 W 1 direct 0.0000000000000000 0.0000000000000000 -0.0000000000000000 W
=======================================================================================================
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 = 11
*** Generate a supercell from the current unitcell ***
The supercell is:
-6.4713784600000004 6.7252540800000000 6.4063393699999995
-9.0599298700000013 -2.2417513299999996 -6.4063373599999993
-2.5885514100000000 -8.9670054799999992 6.4063454000000002
|a|,|b|,|c|,theta(bc),theta(ac),theta(ab):
11.320 11.320 11.320 88.877 91.124 88.877
In UNIT-cell, number of atoms: 1 total: 1
Inverse Matrix is:
-4.9527737277127740E-002 -6.9338864624844981E-002 -1.9811086945241311E-002
5.1470769562438415E-002 -1.7156938546923423E-002 -6.8627638130224225E-002
5.2031783762921037E-002 -5.2031783637942343E-002 5.2031783325495629E-002
In SUPER-cell, number of atoms: 91 total: 91
POSCAR_STRCT atoms = 91
Accepted radius = 11 with 91 atoms
====================================================================================================
=== SLUSCHI fit-first-1-guard1; source: /data/qhong7/qhong7/sluschi_lammps/src/ ===
/data/qhong7/qhong7/sluschi_auto/efe6dc7f-0eea-4b23-b0ec-0bf852f93c9b/W/Dir_lammps
['W']
elements: ['W']
counts: [91]
solid atom IDs: 1:91
liquid atom IDs: 92:182
Original Tm = 1000.0
New temp = 500
New temp_end = 2000
500, 2000, 1
Adaptive temp step = 500
500 K: 0/1 usable completed; 0 genuinely resolved; no replacement attempts
Starting NEW trajectory 500/1, step_param=1000
Pressure trial 1: scale=1.0
ERROR: trajectory scheduler failed; stopping
Stopped: smallcoex_lammps failed (exit 2).
SLUSCHI_MLP=CHGNet-0.3.0 SLUSCHI_CONDA_ENV=chgnet Thu Oct 15 22:14:14 2026 +-----------------------------------------------------------------------------------------+ | NVIDIA-SMI 615.71.09 KMD Version: 615.71.09 CUDA UMD Version: 13.4 | +-----------------------------------------+------------------------+----------------------+ | GPU Name Persistence-M | Bus-Id Disp.A | Volatile Uncorr. ECC | | Fan Temp Perf Pwr:Usage/Cap | Memory-Usage | GPU-Util Compute M. | | | | MIG M. | |=========================================+========================+======================| | 0 NVIDIA A100-SXM4-80GB On | 00000000:C1:00.0 Off | 0 | | N/A 39C P0 122W / 500W | 0MiB / 81920MiB | 0% Default | | | | Disabled | +-----------------------------------------+------------------------+----------------------+ +-----------------------------------------------------------------------------------------+ | Processes: | | GPU GI CI PID Type Process name GPU Memory | | ID ID Usage | |=========================================================================================| | No running processes found | +-----------------------------------------------------------------------------------------+ SLUSCHI_MLP=CHGNet-0.3.0 /data/qhong7/qhong7/sluschi_auto/efe6dc7f-0eea-4b23-b0ec-0bf852f93c9b/POSCAR POSCAR None /data/qhong7/qhong7/sluschi_auto/efe6dc7f-0eea-4b23-b0ec-0bf852f93c9b/POSCAR_W POSCAR_W <re.Match object; span=(0, 8), match='POSCAR_W'> /data/qhong7/qhong7/sluschi_auto/efe6dc7f-0eea-4b23-b0ec-0bf852f93c9b/job.json job.json None /data/qhong7/qhong7/sluschi_auto/efe6dc7f-0eea-4b23-b0ec-0bf852f93c9b/jobsub_gpu_sol jobsub_gpu_sol None /data/qhong7/qhong7/sluschi_auto/efe6dc7f-0eea-4b23-b0ec-0bf852f93c9b/slurm.65737556.err slurm.65737556.err None /data/qhong7/qhong7/sluschi_auto/efe6dc7f-0eea-4b23-b0ec-0bf852f93c9b/slurm.65737556.out slurm.65737556.out None /data/qhong7/qhong7/sluschi_auto/efe6dc7f-0eea-4b23-b0ec-0bf852f93c9b/submit_stderr.log submit_stderr.log None /data/qhong7/qhong7/sluschi_auto/efe6dc7f-0eea-4b23-b0ec-0bf852f93c9b/submit_stdout.log submit_stdout.log None Preparing /data/qhong7/qhong7/sluschi_auto/efe6dc7f-0eea-4b23-b0ec-0bf852f93c9b/W from POSCAR_W Selected MLP: CHGNet-0.3.0 Running: /data/qhong7/qhong7/sluschi_lammps/src/SLUSCHI_lammps Submitted successfully: /data/qhong7/qhong7/sluschi_auto/efe6dc7f-0eea-4b23-b0ec-0bf852f93c9b/W All jobs processed. launch_sluschi.py finished. Monitoring FlagStop.out...
sbatch: Default cpus_per_task applied: 1 sbatch: Default memory applied: 24000 MB per GPU
65737556