kevinkyi commited on
Commit
3c0ed30
·
verified ·
1 Parent(s): 3280bf0

Update README.md

Browse files
Files changed (1) hide show
  1. README.md +14 -0
README.md CHANGED
@@ -69,6 +69,20 @@ It converts a traditionally slow, intuition-based process into a transparent, in
69
 
70
  ---
71
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
72
  ## System Overview
73
  - **Selector Model:** MLP trained on 500+ generated wings, each labeled with aerodynamic metrics (CL, CD, L/D)
74
  - **Validation:** Deterministic scoring and strip-theory consistency checks
 
69
 
70
  ---
71
 
72
+ ### Top-K Candidate Interpretation
73
+
74
+ The output for the top-k candidates is presented in two parts to help with analysis:
75
+
76
+ 1. **Candidate Results Table**
77
+ This table shows the top-ranked wings predicted by the model. It lists their specific geometric features and the model's validation outputs. **These are the real, absolute values for each wing design.**
78
+
79
+ 2. **Normalized Comparison Plot**
80
+ The plot that follows the table visualizes how each candidate wing compares to the others across different features. To make them comparable, all values in this plot are **normalized to a common scale**.
81
+
82
+ **Important:** Do not use the plot to get the actual numbers for a wing's features. For the true geometric and performance data, please refer to the **preceding table**.
83
+
84
+ ---
85
+
86
  ## System Overview
87
  - **Selector Model:** MLP trained on 500+ generated wings, each labeled with aerodynamic metrics (CL, CD, L/D)
88
  - **Validation:** Deterministic scoring and strip-theory consistency checks