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Mathematical Modeling

Articles and publications tagged Mathematical Modeling across the Atmosphere.

5articles1publication
Kemal Yaylali
Kemal YaylaliSep 12, 2026
rarelens: building a rare-disease variant triage platform, and the four things I got wrong
An end-to-end rare-disease variant triage platform: a Nextflow pipeline, three execution backends behind one API call, Terraform for two cloud tracks, and a phenotype-driven ranking measured against 10,178 published cases. Including the model metric that collapsed to exactly random once I removed the feature doing all the work.
AIBioinformatics
Kemal's
Kemal'sAug 24, 2026
Beyond the 2D Bounding Box: Why Bioimage Deep Learning Is a Completely Different Beast and How BiaPy Tames It
[latexpage]https://github.com/lynchaos/biapy-hubhttps://lynchaos-biapy-hub-app-hlcmfj.streamlit.app/ If you have spent your machine learning career optimizing ResNets or YOLO on ImageNet and COCO, here is an inconvenient truth: standard computer vision has spoiled you. In standard computer vision, a batch is usually an RGB triplet $(B, 3, H, W)$ where $H, W \le 1024$. The pixels are isotropic, the spatial coordinates...
AIComputational Biology
Kemal's
Kemal'sAug 16, 2026
I turned a Raspberry Pi into a tiny weather intelligence powerhouse
A Raspberry Pi Zero 2 W paired with a Sense HAT V2 runs a fully self-contained, edge-native machine learning weather station with no cloud, GPU, or heavy ML frameworks. The system uses pure NumPy implementations of Recursive Least Squares, Kalman filtering, conformal prediction, and drift detection, staying under 150 MB RAM. The station continuously updates...
AIData Science
Kemal's
Kemal'sAug 1, 2026
Building a fake microscope: simulating a yeast wet mount
[latexpage] Repository: github.com/lynchaos/generative-microscopy Why this sketch I wanted to find out whether I could make something that genuinely looked like microscopy footage. Not cells bouncing around a canvas, but Saccharomyces cerevisiae behaving the way it actually behaves under a coverslip, seen through real glass and real light. The sketch began life as a generic n-body...
2Computational Biology
Kemal's
Kemal'sJul 31, 2026
The Rippled Vortex Ring: Generative Art, and the Infinite Loop That Wasn’t
Screenshot I spend most of my working life thinking about what happens inside a stirred tank. Impeller tip speed, shear on the cells, the shape of the vortex that forms when you get the baffling wrong. So when I fell down the rabbit hole of p5.js code golf last week, it was probably inevitable that...
JavaScriptMathematical Modeling

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