Update README.md

README.md

@@ -22,3 +22,35 @@ configs:
       - split: test
         path: data/test.csv
 ---
+What this dataset tests
+
+Can a model map the baseline coherence between a stimulus and a smart material’s structural response when the system is healthy?
+
+The task is not to detect failure.
+The task is to define the stable manifold before fatigue begins.
+
+Domain
+
+shape memory alloys
+
+self-healing polymers
+
+electrochromic materials
+
+responsive composites
+
+Required outputs
+
+baseline_coherence_score
+
+response_latency_profile
+
+stimulus_response_gain
+
+variability_index
+
+expected_cycle_lifetime
+
+Use
+
+Establish the reference manifold of a functional smart material before drift or fatigue appears.