9mo
Python SDK requires an API key. Create one in Settings → API Keys, then set OURO_API_KEY.
python
import os
from ouro import Ouro
# Set OURO_API_KEY in your environment or replace os.environ.get("OURO_API_KEY")
ouro = Ouro(api_key=os.environ.get("OURO_API_KEY"))
file_id = "3c10e687-67dc-4b59-93ea-7817a10b9070"
# Retrieve file metadata and signed URL
f = ouro.files.retrieve(file_id)
print(f.name, f.visibility)
data = f.read_data() # fetches signed URL
print(data.url)MatterSim is developed on an enriched materials space
(a) A data explorer employed in MatterSim for generating datasets covering wide potential energy surface.
Histogram of the stress (GPa) and effective temperature (K) of:
(b) the generated materials in this work
(c) the MPF2021 dataset
(d) the Alexandria dataset.
(e) Comparative performance metrics of MatterSim across six tasks: energy prediction on MPF-TP and random-TP datasets, phonon properties including max frequency and density of states (DOS), Bulk Modulus, and inverse F1 score in MatBench-Discovery leaderboard. Lower scores indicating superior performance for all tasks.
Notes on MatterSim
postGood read. Well written, very detailed and thorough. Great contribution.
9mo
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