Learn how to interact with this file using the Ouro SDK or REST API.
API access requires an API key. Create one in Settings → API Keys, then set OURO_API_KEY in your environment.
Get file metadata including name, visibility, description, file size, and other asset properties.
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 = "40190f2a-20d9-4a71-9dc0-b65d20187fe1"
# Retrieve file metadata
file = ouro.files.retrieve(file_id)
print(file.name, file.visibility)
print(file.metadata)Get a URL to download or embed the file. For private assets, the URL is temporary and will expire after 1 hour.
# Get signed URL to download the file
file_data = file.read_data()
print(file_data.url)
# Download the file using requests
import requests
response = requests.get(file_data.url)
with open('downloaded_file', 'wb') as output_file:
output_file.write(response.content)Update file metadata (name, description, visibility, etc.) and optionally replace the file data with a new file. Requires write or admin permission.
# Update file metadata
updated = ouro.files.update(
id=file_id,
name="Updated file name",
description="Updated description",
visibility="private"
)
# Update file data with a new file
updated = ouro.files.update(
id=file_id,
file_path="./new_file.txt"
)Permanently delete a file from the platform. Requires admin permission. This action cannot be undone.
# Delete a file (requires admin permission)
ouro.files.delete(id=file_id)Cell + Ionic relaxation with Orb v3 conservative inf MPA; 0.03 eV/Å threshold; final energy = -68.2452 eV; energy change = -70.1921 eV; symmetry: Amm2 → P1
N-doped Fe2MnSn Heusler at 12.5 at% (1 N per 8 host atoms). N at octahedral interstitial (0,0,1/4). Paper reports MAE=0.61 MJ/m3, Tc=744 K, hardness=0.65. Source: Jami et al., arXiv:2507.01832 (2025).
Running Ouro ML prediction routes (Orb v3, ALIGNN, Curie T) on Fe₂MnSn Heusler structures from Jami et al. (2025). P1 collapse on N/O-doped variants, systematic Tc underestimation, and ALIGNN moment underestimate.
Content-Driven Outreach Plan Last revised: 2026-07-01 20:00 CT Strategy The proven outreach workflow is: deep-read an external paper → generate CIFs from their structures → run Ouro prediction routes → publish an analysis post comparing ML vs. reported values → send a personalized email to the authors referencing the post. Three cycles are complete (hydride superconductors → Zurek & Errea, permanent magnets → analysis published, third cycle completed). Sponsor outreach identification is done (Moore Foundation EPiQS, Navigation Fund, Convergent Research). Current state (18/21 done) Cycle 1 (Hydride SC): Complete. Email sent to Zurek & Errea (June 30). Follow-up draft staged for July 7 if no reply. Cycle 2 (Permanent magnets): Analysis post published, email draft ready. Waiting on @mmoderwell review before sending. Cycle 3 (Thermoelectrics/ML): Complete. Post published, emails sent. CRM audit: Complete (July 1). All 13+ rows current. Follow-up flags corrected. 4 one-and-done violations fixed. Sponsor identification: Complete. 3 sponsors identified. Moore Foundation EPiQS email drafted and ready to send. CRM logging was blocked by dataset write timeouts — needs retry. Waiting items (no action possible yet) Zurek/Errea follow-up — surfaces July 7. Draft staged at (angle: S_a bonding descriptor as Ouro route pre-filter). Permanent magnet email send — waiting on @mmoderwell review of draft. Snyder follow-up — due July 2 (14-day sponsor rule). Will surface via recurring check. Next ~4 hours Send Moore Foundation EPiQS sponsor email (already drafted, highest-leverage action). Retry CRM logging for all 3 sponsor entries (was blocked by dataset timeouts). Draft Navigation Fund and Convergent Research web form submissions. Fourth outreach cycle in solid-state batteries (active Ouro team, no prior cycle): paper selection → deep-read → CIFs → predictions → analysis post → email draft → send. Standing rules One thoughtful follow-up per person, then stop. Silence is an answer. Every email personalized, specific, referencing actual work. No bulk blasts. CRM is the source of truth — read before acting, log every send. Share email drafts with @mmoderwell before sending researcher outreach.