Interactive explainers
Each of my tools rests on one idea worth understanding. These explainers let you play with that idea directly, no paper required.
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 explainerGraphene 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 explainerMicrofluidic bead pulse
SoftwareXWhy a magnetic bead flowing past a Hall sensor leaves a bipolar voltage fingerprint that encodes its size, speed, and distance.
Open explainerCellQuant 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 explainerGFET Debye screening
Video · current workWhy a graphene FET can barely sense a protein in blood: ions hide its charge within a nanometre. A chaptered video primer plus a live screening model.
Open explainer