Team:NCTU Formosa/Model

Loading...

• homeHome
• Project
  • Description
  • Design
  • Contribution
  • Engineering
  • Implementation
  • Graphic Design
  • Safety
• Results
  • Experiment Results
  • Proof of Concept
• Parts
• Model
  • Overview
  • Prediction Model
  • Efficiency Optimization Model
• Human Practices
  • Human Practices
  • Communication
  • Education
  • Excellence in Another Area
• Team
  • Team Introduction
  • Attributions
  • Collaborations
  • Partnership
• Notebook
  • Lab Note
  • Protocols
• Medal

Top

Overview

  Oral cavity is a hotbed for pathogens of periodontal diseases, as the goal of modelling is to simulate the microenvironment incorporated with Denteeth, mainly the overturn of pathogens, and make predictions on their extinction. Therefore, we compute the competing bacterial growing patterns, and the killing effect on pathogens. Also, we propose a renew rate of the final product, considering the biobrick design in DenTeeth, including quorum sensing, target peptide expression. Altogether, the model enables DenTeeth to optimize continually with the help of reinforcement AI. The model consists of two parts:

1. Prediction Model(Click to this page)
2. Efficiency Optimization Model(Click to this page)

The structure of the model

Prediction Model

Efficiency Optimization Model

Prediction Model

  The Prediction Model is mainly to analyze the growth of bacteria and the expression of protein and peptide. It can also predict the killing rate and sterilization rate. By this model, we can define the efficiency of DenTeeth.

Efficiency Optimization Model

  To optimize the frequency of using DenTeeth and making our model applies to the dogs better. We input the results of the Prediction Mode to the Optimized Frequence Model and find out the best strategy.