SciML-Bench Benchmarks for Scientific Machine Learning (SciML), Physics-Informed Machine Learning (PIML), and Scientific AI Performance
active 2025-03-19 → 2026-08-08 (UTC)
Activity over time
Daily event counts in the loaded window
Line chart, 508 days from 2025-03-19 to 2026-08-08. Pushes: 99 total, peak 7 in a day. Pull requests: 4 total, peak 1 in a day. Issues: 2 total, peak 1 in a day. Comments: 3 total, peak 1 in a day. Stars: 3 total, peak 1 in a day.
- Pushes
- Pull requests
- Issues
- Comments
- Stars
Stars, PRs, issues and forks are under-captured in the later part of this window. GH Archive progressively stopped capturing non-push events during 2026 — −95% or worse by the end of the window. Every series here except Pushes fades for that reason, so a decline above reflects the archive, not this repository. Pushes stay reliable throughout, so read them, and the contributor counts derived from them, as the real signal. Data health has the measurements.
Top contributors
Pushes, PRs, issues, reviews and comments — stars and forks excluded, so this is contribution rather than popularity
| Contributor | Contributions | Pushes | PRs | Comments |
|---|---|---|---|---|
| staticfloat | 49 | 49 | 0 | 0 |
| github-actions[bot] | 36 | 36 | 0 | 0 |
| ChrisRackauckas | 17 | 14 | 1 | 2 |
| ChrisRackauckas-Claude | 4 | 0 | 2 | 1 |
| 1-Bart-1 | 1 | 0 | 0 | 0 |
| AayushSabharwal | 1 | 0 | 1 | 0 |
Recent activity
Latest issues, pull requests and releases
- Pull request#16ChrisRackauckas-Claude2026-02-24 10:53
- Issue comment#15ChrisRackauckas-Claude2026-01-07 21:19CI Health Check - Automated Test
- Issue#14ChrisRackauckas-Claude2026-01-07 19:04[CI Broken] Documentation build fails due to unused footnote in EGFR_Benchmark.md
- Pull request#12ChrisRackauckas-Claude2025-12-30 16:29
- Pull request#11AayushSabharwal2025-09-01 11:29
- Issue comment#10ChrisRackauckas2025-08-07 19:35Benchmark directory doesn't exist
- Issue comment#10ChrisRackauckas2025-08-03 17:24Benchmark directory doesn't exist
- Issue#101-Bart-12025-08-03 17:19Benchmark directory doesn't exist
- Pull request#9ChrisRackauckas2025-06-18 08:35
- ReleaseChrisRackauckas2025-05-03 02:04
Totals cover only the window loaded into ClickHouse and count events, not GitHub's lifetime totals — 3 stars here means stars gained during the window, not the repo's star count.