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Aeroponic Root Absorption Simulator

This project simulates nutrient mist absorption in aeroponic root systems using physics and AI.

πŸš€ Features

  • No Hardware Needed: Runs entirely on Google Colab
  • AI + Physics Hybrid: Created using GenSpark AI agent and fluid dynamics equations
  • Scientific Accuracy: Includes Stokes number, Reynolds number, and impaction physics
  • Visual Output: Generates interactive plots for absorption rate and efficiency

🧠 Tech Stack

  • Python 3
  • NumPy
  • SciPy
  • Matplotlib
  • Google Colab

πŸ“Š Sample Output

  • Absorption Rate: ~0.192 ml/min
  • Efficiency: ~0.45
  • Nutrients Absorbed: ~96.2 mg/min

πŸ“ˆ Future Scope

  • Real-time monitoring with sensor simulation
  • Streamlit or Gradio web dashboard
  • LangChain agent for full automation

πŸ“ How to Run

  1. Open aeroponic_simulator.ipynb in Google Colab
  2. Modify droplet_size and nutrient_concentration values
  3. Run all cells and visualize plots

πŸ™ Credits

Built by Roshan sah , using AI assistance for job portfolio in Data Science & AI.


GitHub Repository

You can view and clone the full project here:

https://github.com/roshanData/aeroponic-simulator-ai

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AI-powered physics-based root mist absorption simulation in aeroponics.

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