README.md

---
license: cc-by-4.0
pretty_name: Physics Problems Dataset
language:
  - en
tags:
  - physics
  - problem-solving
  - education
  - scientific-computing
  - ai-research
  - natural-language-processing
task_categories:
  - text-generation
  - question-answering
size_categories:
  - n<1K
---

# Physics Problems Dataset

**Dataset Description:**
This dataset contains a collection of physics problems designed for educational and research purposes. Each problem includes a question, relevant equations, and, where applicable, numerical or symbolic solutions. The dataset covers topics such as mechanics, electromagnetism, thermodynamics, optics, and modern physics.

The dataset supports training and evaluation of models in:

- Natural Language Processing (NLP) for physics problem-solving
- Question-answering systems
- Symbolic reasoning and equation parsing
- Educational AI tools for physics tutoring

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## Intended Uses

### ✅ Direct Use

- Training and benchmarking NLP models for physics problem-solving
- Developing AI-based educational tools for physics students
- Research in automated reasoning and scientific question-answering

### ❌ Out-of-Scope Use

- Real-time physics simulations or calculations
- Commercial use without proper CC BY 4.0 attribution
- Direct use in high-stakes academic testing without validation

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## Considerations and Limitations

- ❗ The dataset is small (<1,000 samples) and may not cover all subfields of physics comprehensively
- 💡 Problem complexity varies, and some solutions may require external validation
- 🔄 Future versions will aim to include more diverse problem types and multilingual support

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## License

**CC BY 4.0** — You can use, modify, and share the dataset with appropriate credit.

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## Contact

  - For queries or collaborations related to datasets, contact at :
    - anoushka@kgen.io
    - abhishek.vadapalli@kgen.io

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