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darelleascendant189/pytorch-pinn-coupled-spring-mass

51

🔍 Solve N-dimensional coupled spring-mass systems using a Physics-Informed Neural Network in PyTorch, without needing ground-truth data.

What's novel

🔍 Solve N-dimensional coupled spring-mass systems using a Physics-Informed Neural Network in PyTorch, without needing ground-truth data.

Score Breakdown

Innovation
3 (25%)
Craft
49 (35%)
Traction
8 (15%)
Scope
52 (25%)

Signal breakdown

Innovation

Not Fork+1
Code Novelty+0
Unique Niche+1
Concept Novelty+1

Craft

Ci-1
Tests-1
Polish+0
Releases+0
Has License+5
Code Quality+12
Readme Quality+15
Recent Activity+7
Structure Quality+5
Commit Consistency+2
Has Dependency Mgmt+5

Traction

Forks+0
Stars+6
Hn Points+0
Watchers+0
Early Traction+0
Devto Reactions+0
Community Contribs+2

Scope

Commits+7
Languages+5
Subsystems+5
Bloat Penalty+0
Completeness+7
Contributors+6
Authored Files+8
Readme Code Match+3
Architecture Depth+3
Implementation Depth+8

Evidence

Commits

26

Contributors

2

Files

17

Active weeks

4

TestsCI/CDREADMELicenseContributing

Repository

Language

Python

Stars

1

Forks

0

License

MIT