| 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:
0.0000000000000000 0.0000000000000000 -10.807019120000000
0.0000000000000000 10.807019120000000 0.0000000000000000
10.807019120000000 0.0000000000000000 0.0000000000000000
|a|,|b|,|c|,theta(bc),theta(ac),theta(ab):
10.807 10.807 10.807 90.000 90.000 90.000
In UNIT-cell, number of atoms: 4 4 14 total: 22
Inverse Matrix is:
0.0000000000000000 -0.0000000000000000 9.2532454037149894E-002
0.0000000000000000 9.2532454037149894E-002 -0.0000000000000000
-9.2532454037149894E-002 0.0000000000000000 0.0000000000000000
In SUPER-cell, number of atoms: 16 16 56 total: 88
POSCAR_STRCT atoms = 88
Accepted radius = 11 with 88 atoms
====================================================================================================
=== SLUSCHI fit-first-1-guard1; source: /data/qhong7/qhong7/sluschi_lammps/src/ ===
/data/qhong7/qhong7/sluschi_auto/ae95e6eb-33bb-4351-986c-b26dcf69d16f/La4Zr4O14/Dir_lammps
['La', 'Zr', 'O']
elements: ['La', 'Zr', 'O']
counts: [16, 16, 56]
solid atom IDs: 1:88
liquid atom IDs: 89:176
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
DeepMD environment loaded
CONDA_PREFIX=/home/qhong7/anaconda3/envs/deepmd_lmp_gpu
LD_LIBRARY_PATH=/data/qhong7/qhong7/lammps/lammps-deepmd-plugin/build:/home/qhong7/anaconda3/envs/deepmd_lmp_gpu/lib/python3.10/site-packages/deepmd/lib:/home/qhong7/anaconda3/envs/deepmd_lmp_gpu/lib/python3.10/site-packages/torch/lib:/home/qhong7/anaconda3/envs/deepmd_lmp_gpu/lib/python3.10/site-packages/tensorflow:/home/qhong7/anaconda3/envs/deepmd_lmp_gpu/lib/python3.10/site-packages/nvidia/cusparse/lib:/home/qhong7/anaconda3/envs/deepmd_lmp_gpu/lib/python3.10/site-packages/nvidia/cusolver/lib:/home/qhong7/anaconda3/envs/deepmd_lmp_gpu/lib/python3.10/site-packages/nvidia/curand/lib:/home/qhong7/anaconda3/envs/deepmd_lmp_gpu/lib/python3.10/site-packages/nvidia/nvjitlink/lib:/home/qhong7/anaconda3/envs/deepmd_lmp_gpu/lib/python3.10/site-packages/nvidia/cufft/lib:/home/qhong7/anaconda3/envs/deepmd_lmp_gpu/lib/python3.10/site-packages/nvidia/cuda_cupti/lib:/home/qhong7/anaconda3/envs/deepmd_lmp_gpu/lib/python3.10/site-packages/nvidia/cuda_runtime/lib:/home/qhong7/anaconda3/envs/deepmd_lmp_gpu/lib/python3.10/site-packages/nvidia/nccl/lib:/home/qhong7/anaconda3/envs/deepmd_lmp_gpu/lib/python3.10/site-packages/nvidia/nvtx/lib:/home/qhong7/anaconda3/envs/deepmd_lmp_gpu/lib/python3.10/site-packages/nvidia/cuda_nvrtc/lib:/home/qhong7/anaconda3/envs/deepmd_lmp_gpu/lib/python3.10/site-packages/nvidia/cufile/lib:/home/qhong7/anaconda3/envs/deepmd_lmp_gpu/lib/python3.10/site-packages/nvidia/cudnn/lib:/home/qhong7/anaconda3/envs/deepmd_lmp_gpu/lib/python3.10/site-packages/nvidia/cublas/lib:/home/qhong7/anaconda3/envs/deepmd_lmp_gpu/lib/python3.10/site-packages/nvidia/nvshmem/lib:/home/qhong7/anaconda3/envs/deepmd_lmp_gpu/lib/python3.10/site-packages/nvidia/cusparselt/lib:/home/qhong7/data/lammps/lammps-mace/build:/data/qhong7/qhong7/conda-envs/chgnet/lib:
Pressure trial 1: scale=1.0
Pressure = 9158.17375
Pressure trial 2: scale=1.01
Pressure = -26555.538
Pressure trial 3: scale=1.0050000000000001
Pressure = -9345.91067
Pressure trial 4: scale=1.0000000000000002
Pressure = 9158.6286
Pressure trial 5: scale=1.0025000000000002
Pressure = -280.918572
Production: at most 8 blocks of 10000 steps, including the first
Completed! Phase: solid
500 K: 1/1 usable completed; 1 genuinely resolved; no replacement attempts
1000 K: 0/1 usable completed; 0 genuinely resolved; no replacement attempts
Starting NEW trajectory 1000/1, step_param=1000
DeepMD environment loaded
CONDA_PREFIX=/home/qhong7/anaconda3/envs/deepmd_lmp_gpu
LD_LIBRARY_PATH=/data/qhong7/qhong7/lammps/lammps-deepmd-plugin/build:/home/qhong7/anaconda3/envs/deepmd_lmp_gpu/lib/python3.10/site-packages/deepmd/lib:/home/qhong7/anaconda3/envs/deepmd_lmp_gpu/lib/python3.10/site-packages/torch/lib:/home/qhong7/anaconda3/envs/deepmd_lmp_gpu/lib/python3.10/site-packages/tensorflow:/home/qhong7/anaconda3/envs/deepmd_lmp_gpu/lib/python3.10/site-packages/nvidia/cusparse/lib:/home/qhong7/anaconda3/envs/deepmd_lmp_gpu/lib/python3.10/site-packages/nvidia/cusolver/lib:/home/qhong7/anaconda3/envs/deepmd_lmp_gpu/lib/python3.10/site-packages/nvidia/curand/lib:/home/qhong7/anaconda3/envs/deepmd_lmp_gpu/lib/python3.10/site-packages/nvidia/nvjitlink/lib:/home/qhong7/anaconda3/envs/deepmd_lmp_gpu/lib/python3.10/site-packages/nvidia/cufft/lib:/home/qhong7/anaconda3/envs/deepmd_lmp_gpu/lib/python3.10/site-packages/nvidia/cuda_cupti/lib:/home/qhong7/anaconda3/envs/deepmd_lmp_gpu/lib/python3.10/site-packages/nvidia/cuda_runtime/lib:/home/qhong7/anaconda3/envs/deepmd_lmp_gpu/lib/python3.10/site-packages/nvidia/nccl/lib:/home/qhong7/anaconda3/envs/deepmd_lmp_gpu/lib/python3.10/site-packages/nvidia/nvtx/lib:/home/qhong7/anaconda3/envs/deepmd_lmp_gpu/lib/python3.10/site-packages/nvidia/cuda_nvrtc/lib:/home/qhong7/anaconda3/envs/deepmd_lmp_gpu/lib/python3.10/site-packages/nvidia/cufile/lib:/home/qhong7/anaconda3/envs/deepmd_lmp_gpu/lib/python3.10/site-packages/nvidia/cudnn/lib:/home/qhong7/anaconda3/envs/deepmd_lmp_gpu/lib/python3.10/site-packages/nvidia/cublas/lib:/home/qhong7/anaconda3/envs/deepmd_lmp_gpu/lib/python3.10/site-packages/nvidia/nvshmem/lib:/home/qhong7/anaconda3/envs/deepmd_lmp_gpu/lib/python3.10/site-packages/nvidia/cusparselt/lib:/home/qhong7/data/lammps/lammps-mace/build:/data/qhong7/qhong7/conda-envs/chgnet/lib:
Pressure trial 1: scale=1.0025000000000002
Pressure = 26538.5243
Pressure trial 2: scale=1.0125000000000002
Pressure = -10960.974366
Pressure trial 3: scale=1.0075000000000003
Pressure = 8161.5177
Pressure trial 4: scale=1.0100000000000002
Pressure = 160.166462
Production: at most 8 blocks of 10000 steps, including the first
La4 Zr4 O14 1.0 -0.0000000000000000 5.4035095599999998 5.4035095599999998 5.4035095599999998 0.0000000000000000 5.4035095599999998 5.4035095599999998 5.4035095599999998 -0.0000000000000000 La Zr O 4 4 14 direct 0.6250000000000000 0.6250000000000000 0.1250000000000000 La 0.6250000000000000 0.1250000000000000 0.6250000000000000 La 0.1250000000000000 0.6250000000000000 0.6250000000000000 La 0.6250000000000000 0.6250000000000000 0.6250000000000000 La 0.1250000000000000 0.1250000000000000 0.6250000000000000 Zr 0.1250000000000000 0.6250000000000000 0.1250000000000000 Zr 0.6250000000000000 0.1250000000000000 0.1250000000000000 Zr 0.1250000000000000 0.1250000000000000 0.1250000000000000 Zr 0.7500000000000000 0.7500000000000000 0.7500000000000000 O 0.5000000000000000 0.5000000000000000 0.5000000000000000 O 0.0430924700000000 0.4569075300000000 0.0430924700000000 O 0.7930924700000000 0.2069075300000000 0.7930924700000000 O 0.0430924700000000 0.0430924700000000 0.4569075300000000 O 0.4569075300000000 0.0430924700000000 0.0430924700000000 O 0.0430924700000000 0.4569075300000000 0.4569075300000000 O 0.4569075300000000 0.4569075300000000 0.0430924700000000 O 0.4569075300000000 0.0430924700000000 0.4569075300000000 O 0.2069075300000000 0.7930924700000000 0.7930924700000000 O 0.7930924700000000 0.2069075300000000 0.2069075300000000 O 0.2069075300000000 0.7930924700000000 0.2069075300000000 O 0.7930924700000000 0.7930924700000000 0.2069075300000000 O 0.2069075300000000 0.2069075300000000 0.7930924700000000 O
=======================================================================================================
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:
0.0000000000000000 0.0000000000000000 -10.807019120000000
0.0000000000000000 10.807019120000000 0.0000000000000000
10.807019120000000 0.0000000000000000 0.0000000000000000
|a|,|b|,|c|,theta(bc),theta(ac),theta(ab):
10.807 10.807 10.807 90.000 90.000 90.000
In UNIT-cell, number of atoms: 4 4 14 total: 22
Inverse Matrix is:
0.0000000000000000 -0.0000000000000000 9.2532454037149894E-002
0.0000000000000000 9.2532454037149894E-002 -0.0000000000000000
-9.2532454037149894E-002 0.0000000000000000 0.0000000000000000
In SUPER-cell, number of atoms: 16 16 56 total: 88
POSCAR_STRCT atoms = 88
Accepted radius = 11 with 88 atoms
====================================================================================================
=== SLUSCHI fit-first-1-guard1; source: /data/qhong7/qhong7/sluschi_lammps/src/ ===
/data/qhong7/qhong7/sluschi_auto/ae95e6eb-33bb-4351-986c-b26dcf69d16f/La4Zr4O14/Dir_lammps
['La', 'Zr', 'O']
elements: ['La', 'Zr', 'O']
counts: [16, 16, 56]
solid atom IDs: 1:88
liquid atom IDs: 89:176
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
DeepMD environment loaded
CONDA_PREFIX=/home/qhong7/anaconda3/envs/deepmd_lmp_gpu
LD_LIBRARY_PATH=/data/qhong7/qhong7/lammps/lammps-deepmd-plugin/build:/home/qhong7/anaconda3/envs/deepmd_lmp_gpu/lib/python3.10/site-packages/deepmd/lib:/home/qhong7/anaconda3/envs/deepmd_lmp_gpu/lib/python3.10/site-packages/torch/lib:/home/qhong7/anaconda3/envs/deepmd_lmp_gpu/lib/python3.10/site-packages/tensorflow:/home/qhong7/anaconda3/envs/deepmd_lmp_gpu/lib/python3.10/site-packages/nvidia/cusparse/lib:/home/qhong7/anaconda3/envs/deepmd_lmp_gpu/lib/python3.10/site-packages/nvidia/cusolver/lib:/home/qhong7/anaconda3/envs/deepmd_lmp_gpu/lib/python3.10/site-packages/nvidia/curand/lib:/home/qhong7/anaconda3/envs/deepmd_lmp_gpu/lib/python3.10/site-packages/nvidia/nvjitlink/lib:/home/qhong7/anaconda3/envs/deepmd_lmp_gpu/lib/python3.10/site-packages/nvidia/cufft/lib:/home/qhong7/anaconda3/envs/deepmd_lmp_gpu/lib/python3.10/site-packages/nvidia/cuda_cupti/lib:/home/qhong7/anaconda3/envs/deepmd_lmp_gpu/lib/python3.10/site-packages/nvidia/cuda_runtime/lib:/home/qhong7/anaconda3/envs/deepmd_lmp_gpu/lib/python3.10/site-packages/nvidia/nccl/lib:/home/qhong7/anaconda3/envs/deepmd_lmp_gpu/lib/python3.10/site-packages/nvidia/nvtx/lib:/home/qhong7/anaconda3/envs/deepmd_lmp_gpu/lib/python3.10/site-packages/nvidia/cuda_nvrtc/lib:/home/qhong7/anaconda3/envs/deepmd_lmp_gpu/lib/python3.10/site-packages/nvidia/cufile/lib:/home/qhong7/anaconda3/envs/deepmd_lmp_gpu/lib/python3.10/site-packages/nvidia/cudnn/lib:/home/qhong7/anaconda3/envs/deepmd_lmp_gpu/lib/python3.10/site-packages/nvidia/cublas/lib:/home/qhong7/anaconda3/envs/deepmd_lmp_gpu/lib/python3.10/site-packages/nvidia/nvshmem/lib:/home/qhong7/anaconda3/envs/deepmd_lmp_gpu/lib/python3.10/site-packages/nvidia/cusparselt/lib:/home/qhong7/data/lammps/lammps-mace/build:/data/qhong7/qhong7/conda-envs/chgnet/lib:
Pressure trial 1: scale=1.0
Pressure = 9158.17375
Pressure trial 2: scale=1.01
Pressure = -26555.538
Pressure trial 3: scale=1.0050000000000001
Pressure = -9345.91067
Pressure trial 4: scale=1.0000000000000002
Pressure = 9158.6286
Pressure trial 5: scale=1.0025000000000002
Pressure = -280.918572
Production: at most 8 blocks of 10000 steps, including the first
Completed! Phase: solid
500 K: 1/1 usable completed; 1 genuinely resolved; no replacement attempts
1000 K: 0/1 usable completed; 0 genuinely resolved; no replacement attempts
Starting NEW trajectory 1000/1, step_param=1000
DeepMD environment loaded
CONDA_PREFIX=/home/qhong7/anaconda3/envs/deepmd_lmp_gpu
LD_LIBRARY_PATH=/data/qhong7/qhong7/lammps/lammps-deepmd-plugin/build:/home/qhong7/anaconda3/envs/deepmd_lmp_gpu/lib/python3.10/site-packages/deepmd/lib:/home/qhong7/anaconda3/envs/deepmd_lmp_gpu/lib/python3.10/site-packages/torch/lib:/home/qhong7/anaconda3/envs/deepmd_lmp_gpu/lib/python3.10/site-packages/tensorflow:/home/qhong7/anaconda3/envs/deepmd_lmp_gpu/lib/python3.10/site-packages/nvidia/cusparse/lib:/home/qhong7/anaconda3/envs/deepmd_lmp_gpu/lib/python3.10/site-packages/nvidia/cusolver/lib:/home/qhong7/anaconda3/envs/deepmd_lmp_gpu/lib/python3.10/site-packages/nvidia/curand/lib:/home/qhong7/anaconda3/envs/deepmd_lmp_gpu/lib/python3.10/site-packages/nvidia/nvjitlink/lib:/home/qhong7/anaconda3/envs/deepmd_lmp_gpu/lib/python3.10/site-packages/nvidia/cufft/lib:/home/qhong7/anaconda3/envs/deepmd_lmp_gpu/lib/python3.10/site-packages/nvidia/cuda_cupti/lib:/home/qhong7/anaconda3/envs/deepmd_lmp_gpu/lib/python3.10/site-packages/nvidia/cuda_runtime/lib:/home/qhong7/anaconda3/envs/deepmd_lmp_gpu/lib/python3.10/site-packages/nvidia/nccl/lib:/home/qhong7/anaconda3/envs/deepmd_lmp_gpu/lib/python3.10/site-packages/nvidia/nvtx/lib:/home/qhong7/anaconda3/envs/deepmd_lmp_gpu/lib/python3.10/site-packages/nvidia/cuda_nvrtc/lib:/home/qhong7/anaconda3/envs/deepmd_lmp_gpu/lib/python3.10/site-packages/nvidia/cufile/lib:/home/qhong7/anaconda3/envs/deepmd_lmp_gpu/lib/python3.10/site-packages/nvidia/cudnn/lib:/home/qhong7/anaconda3/envs/deepmd_lmp_gpu/lib/python3.10/site-packages/nvidia/cublas/lib:/home/qhong7/anaconda3/envs/deepmd_lmp_gpu/lib/python3.10/site-packages/nvidia/nvshmem/lib:/home/qhong7/anaconda3/envs/deepmd_lmp_gpu/lib/python3.10/site-packages/nvidia/cusparselt/lib:/home/qhong7/data/lammps/lammps-mace/build:/data/qhong7/qhong7/conda-envs/chgnet/lib:
Pressure trial 1: scale=1.0025000000000002
Pressure = 26538.5243
Pressure trial 2: scale=1.0125000000000002
Pressure = -10960.974366
Pressure trial 3: scale=1.0075000000000003
Pressure = 8161.5177
Pressure trial 4: scale=1.0100000000000002
Pressure = 160.166462
Production: at most 8 blocks of 10000 steps, including the first
SLUSCHI_MLP=DPA-3.2-5M-OMat24 SLUSCHI_CONDA_ENV=chgnet Thu Oct 15 20:28:36 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 | 00000000:01:00.0 Off | 0 | | N/A 41C P0 120W / 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=DPA-3.2-5M-OMat24 /data/qhong7/qhong7/sluschi_auto/ae95e6eb-33bb-4351-986c-b26dcf69d16f/POSCAR POSCAR None /data/qhong7/qhong7/sluschi_auto/ae95e6eb-33bb-4351-986c-b26dcf69d16f/POSCAR_La4Zr4O14 POSCAR_La4Zr4O14 <re.Match object; span=(0, 16), match='POSCAR_La4Zr4O14'> /data/qhong7/qhong7/sluschi_auto/ae95e6eb-33bb-4351-986c-b26dcf69d16f/job.json job.json None /data/qhong7/qhong7/sluschi_auto/ae95e6eb-33bb-4351-986c-b26dcf69d16f/jobsub_gpu_sol jobsub_gpu_sol None /data/qhong7/qhong7/sluschi_auto/ae95e6eb-33bb-4351-986c-b26dcf69d16f/slurm.65729666.err slurm.65729666.err None /data/qhong7/qhong7/sluschi_auto/ae95e6eb-33bb-4351-986c-b26dcf69d16f/slurm.65729666.out slurm.65729666.out None /data/qhong7/qhong7/sluschi_auto/ae95e6eb-33bb-4351-986c-b26dcf69d16f/submit_stderr.log submit_stderr.log None /data/qhong7/qhong7/sluschi_auto/ae95e6eb-33bb-4351-986c-b26dcf69d16f/submit_stdout.log submit_stdout.log None Preparing /data/qhong7/qhong7/sluschi_auto/ae95e6eb-33bb-4351-986c-b26dcf69d16f/La4Zr4O14 from POSCAR_La4Zr4O14 Selected MLP: DPA-3.2-5M-OMat24 Running: /data/qhong7/qhong7/sluschi_lammps/src/SLUSCHI_lammps Submitted successfully: /data/qhong7/qhong7/sluschi_auto/ae95e6eb-33bb-4351-986c-b26dcf69d16f/La4Zr4O14 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
65729666