MAD · Particle detection
Where does a particle passage begin and end?
Open the demonstrationSelected explorations
Engineering the question.
Making the answer visible.
Biology, signals and engineering. Explore the questions I work on through the ideas, methods and observations behind them.
26 projects
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Selected projects
SSL · Learning without labels
Can a network learn what a particle looks like without being told?
Open the demonstrationRetinopathy classification with a CNN
Can an image reveal a disease stage?
Open the demonstrationMorphogenesis simulation study
How do patterns naturally emerge through chemical diffusion in biological systems?
Open the demonstrationCRISPR-Cas9 gene-editing study
How do you know a targeted edit actually happened?
Open the demonstrationMore explorations
Peptide–amyloid interaction study
What if the protective peptide is the toxic one?
Open the demonstrationMicrofluidic diffusion
Can a spreading colour reveal molecular transport?
Open the demonstrationIndustrial commissioning · Grifols
Does the documentation match the plant?
Open the demonstrationEntrepreneurship · Gyroly
What happens when an idea meets reality?
Open the demonstrationLife abroad
What changes in a different environment?
Open the demonstrationSemiconductor microfabrication
Does the fabricated device match the simulated one?
Open the demonstrationA phantom finger for sensing
How can a sensor be tested before it touches a person?
Open the demonstrationOptical heart-rate measurement
Can an optical signal reveal a heartbeat?
Open the demonstrationAdaptive ECG filtering
Can a weak rhythm be separated from a stronger one?
Open the demonstrationTomographic reconstruction
How can projections recover an image?
Open the demonstrationBrain-image segmentation
Can a convincing mask still be misleading?
Open the demonstrationThresholding medical images
When should one threshold become several?
Open the demonstrationMedical image enhancement
What is improved when an image looks sharper?
Open the demonstrationAFM surface characterisation
How rough is a surface—and at what scale?
Open the demonstrationPrecious Plastic · From waste to a part
Can discarded plastic become a functional gear?
Open the demonstrationAn electronic weighing system
How does a tiny voltage become a useful measurement?
Open the demonstrationAudio PCB characterisation
Does the circuit sound the way its response predicts?
Open the demonstrationActive audio filtering
Where does a filter stop behaving linearly?
Open the demonstrationHRP enzyme kinetics
How do you turn a colour change into an enzyme model?
Open the demonstrationKillerRed protein production
How can you tell that you made the right protein?
Open the demonstrationN-body simulation
What does one extra body cost?
Open the demonstrationAcademic background · Grenoble INP – Phelma