TIP v3.x

[Konohana0608]

✨ Integrate AI Fiducial Placement and Replace Brute-Force Sweeper with Optimizer

📝 Summary

This release will introduce two major new features aimed at improving user experience and enhancing the quality of results:

1. 🤖 AI Fiducial Placement: Automatically determine the optimal placement of fiducial points, removing uncertainty and streamlining the process.
2. 🚀 Replace Brute-Force Sweeper with Actual Optimizer: Transition from a user-selected subset and brute-force evaluation to a comprehensive multivariable optimization approach that analyzes the entire set of possible setups.

🌟 Benefits

• 💡 Enhanced User Experience: Eliminate ambiguity in fiducial point placement.
• 💡 Improved Confidence in Recommendations: Analyze the complete setup space, ensuring optimal configurations are identified and presented.

🎯 Expected Outcome

• 🛠️ Users will have a more reliable and efficient tool for fiducial placement.
• 🔍 Optimal setup recommendations will be based on a more thorough and robust analysis.

Tasks

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1. New electrode shapes #1497
   +0
   
2. Enable extraction of EM Exposure Metrics for all the simulated Electrode Pairs #1187
   PO issue TIP +2
   

   
3. Overhaul Target Tissue Names and Dropdown Menu #1207
   PO issue TIP +2
   
4. Fiducial Placement with Bryn's AI solution #1795
   PO issue TIP +2
   
5. Establish an actual optimizer to replace brute-force sweep #1796
   TIP +1
   
6. mTI TI field distribution seems not exact (many holes, perhaps NaNs?) #1797
   PO issue TIP +2
   
7. Include Wallets API to check Wallet balance before starting simulations #1494
   Feedback TIP +2