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 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