Pacing Optimization Model
Problem
How can pacing strategies be optimized to minimize late-race fatigue?
Data Source
Marathon athlete training and race data
Method
Trend analysis, pace variance modeling
Insight
Early pacing volatility strongly correlates with final 10 km performance drop-off.
Problem
How can pacing strategies be optimized to minimize late-race fatigue?
Data Source
Marathon athlete training and race data
Method
Trend analysis, pace variance modeling
Insight
Early pacing volatility strongly correlates with final 10 km performance drop-off.
Fatigue Curve Estimation
Problem
Quantifying fatigue accumulation from weekly training load.
Data Source
Multi-week athlete training logs
Method
Load-to-performance correlation modeling
Insight
Performance gains plateau beyond a specific weekly load threshold.
Edge Sport Capital
Engineering performance systems for endurance athletes
Engineering discipline, athlete data, and long-term thinking converge
