Explore · 04 explainers
Interactive explainers
Each of my tools rests on one idea worth understanding. These explainers let you play with that idea directly, no paper required.
01
HIST-DIP
The Analyst · RSCWhy a histogram prior stops a Deep Image Prior from overfitting noise, and how it recovers fluorescence images with no clean training data.
Open explainer02
Graphene Hall Sensor
MultiphysicsWhy gate voltage tunes both signal and noise, so a graphene Hall biosensor has an SNR sweet spot rather than 'more is better'.
Open explainer03
Microfluidic bead pulse
SoftwareXWhy a magnetic bead flowing past a Hall sensor leaves a bipolar voltage fingerprint that encodes its size, speed, and distance.
Open explainer04
CellQuant tile-and-sum
IEEE AccessHow slicing an image into tiles lets one small CNN count cells in any image, and why the tile size is a real design choice.
Open explainer