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PolymathicAI/multiple_physics_pretraining

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Fork of Code for paper "Multiple Physics Pretraining for Physical Surrogate Models

active 2024-01-162026-04-15 (UTC)

Partial coverage17,676 / 22,714 hourly files (78%) · 2 absent upstream · 5,037 failed, retryable2024-01-092026-08-12 (UTC)— sampled evenly across the window, so rankings and trends hold; absolute counts scale up.
Events
86
Pushes
1
Pull requests
2
Issues
4
Stars
69
Forks
10

Activity over time

Daily event counts in the loaded window

Line chart, 821 days from 2024-01-16 to 2026-04-15. Pushes: 1 total, peak 1 in a day. Pull requests: 2 total, peak 1 in a day. Issues: 4 total, peak 1 in a day. Comments: 0 total, peak 0 in a day. Stars: 69 total, peak 3 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

ContributorContributionsPushesPRsComments
spandit-lanl2020
hiuaaa1000
roxie621000
Bucanero061000
jsong23333331000
mikemccabe2101100

Recent activity

Latest issues, pull requests and releases

  • Pull request#8spandit-lanl2025-07-31 20:01
  • Pull request#8spandit-lanl2025-07-27 22:11
  • Issue#5hiuaaa2025-07-05 09:37
    Clarification on Evaluation Metrics in Table 1
  • Issue#4roxie622025-02-09 23:01
    Request code for inference phase and checkpoints for refining
  • Issue#3Bucanero062024-05-23 02:44
    Instructions on how to load the downloaded weights or where can the ckpt file be found for pretrained model
  • Issue#2jsong23333332024-05-14 22:16
    Running avit_L with GPU parallel

Totals cover only the window loaded into ClickHouse and count events, not GitHub's lifetime totals — 69 stars here means stars gained during the window, not the repo's star count.