230103 (Tue)

7:25	Lab arrival
~ 7:51	Breakfast & Literature survey
~ 12:30	Manuscript writing - DE [1]
~ 13:04	Lunch
~ 14:42	Manuscript writing - DE [1]
~ 18:30	VTD proposal presentation

 

Research

[1] Manuscript writing - DE

• Working title: Towards Quantifying Calibrated Uncertainty via Deep Ensembles in Missile Performance Regression Tasks
• Contemplating on the intro section
  • The former novelty of the manuscript was to argue "as M increases, predictive accuracy increases whereas UQ quality decreases" 
  • However, the point "as M increases, predictive accuracy increases" is eliminated
• The effect of the STD calibration will be shown in a different way in section 4.4
  • Before: std contour wrt Mach, AoA
  • After: confidence interval wrt AoA, and all QoIs are visualized as below