Update README.md

README.md

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----
-license: mit
----
+---
+language:
+  - en
+license: mit
+pretty_name: EUV Laser Instability Horizon & CD Risk Routing v0.1
+dataset_name: euv-laser-instability-horizon-and-cd-risk-routing-v0.1
+tags:
+  - clarusc64
+  - euv
+  - semiconductor
+  - lithography
+  - predictive-maintenance
+  - source-stability
+task_categories:
+  - tabular-regression
+size_categories:
+  - 1K<n<10K
+configs:
+  - config_name: default
+    data_files:
+      - split: train
+        path: data/train.csv
+      - split: test
+        path: data/test.csv
+---
+
+## What this dataset tests
+
+Predict the time horizon to EUV source instability and route corrective action before CD uniformity collapses.
+
+The model must detect when pulse-shape ↔ EUV energy coupling has degraded enough to threaten wafer uniformity.
+
+## Task
+
+Given laser and EUV output parameters, output:
+
+- predicted horizon (cycles to instability)
+- cd_uniformity_risk_score (0–1)
+- intervention_action
+
+## Why fabs care
+
+CD uniformity failures cost yield long before a source “fails.”
+This dataset trains early intervention routing to preserve throughput.
+
+## Inputs
+
+pulse_rise_time_ns  
+pulse_width_ns  
+peak_power_mw  
+pre_pulse_energy_mj  
+timing_jitter_ns  
+euv_energy_mean_mj  
+euv_energy_variance  
+
+## Outputs
+
+event_horizon_cycles  
+cd_uniformity_risk_score  
+intervention_action  
+
+## Output format example
+
+horizon: 1500  
+risk: 0.72  
+action: power_derate  
+
+## Evaluation
+
+Scoring checks:
+
+- valid horizon prediction  
+- valid risk range  
+- correct intervention class  
+
+## Version
+
+v0.1