From Lab Bench to Browser: A Hybrid Digital Twin for CHO Cell Culture

I rebuilt two published CHO cell-culture papers — a hybrid ODE + machine-learning growth model, and a genome-scale metabolic reduction pipeline — as an interactive digital twin that runs in the browser. Here's how it works, what's under the hood, and an honest take on what it's good for. No hosted version yet; the code is on GitHub and a live instance is coming soon.

https://kemal.yaylali.uk/cho-cell-culture-digital-twin-browser/

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Postdoctoral Fellow - Spinal Cord Injury/Animal Model

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Found something unexpectedly beautiful under the #microscope today. Not the most ideal #HEK293 morphology, but still mesmerizing in its own way.
#cellculture #scienceart #nerdalert #underthemicroscope
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How I Built a Machine Learning Tool to Predict Drug Manufacturing Failures

A bioprocess engineer's journey into machine learning and why the pharmaceutical industry desperately needs this bridge When I tell people I work in bioprocess engineering, I usually get blank stares. When I explain that I help manufacture proteins in giant tanks for therapeutic use, the response is often: "Oh, like brewing beer?" Not quite. But close enough. What I don't usually mention is that I've been teaching myself machine learning on nights and weekends. Not because it's trendy, but […]

https://kemal.yaylali.uk/from-bioreactors-to-ai-how-i-built-a-machine-learning-tool-to-predict-drug-manufacturing-failures/

How I Built a Machine Learning Tool to Predict Drug Manufacturing Failures – Kemal's

#Newswire: Cell4Food and Algocell announce a strategic collaboration integrating Cell4Food’s cell cultivation technology—spanning from fish to mollusc, and crustacean animal cells through to final food products—with Algocell’s AI-Powered bioprocess modeling platform to accelerate Cell4Food’s process development and optimization.

#cellbased #seafood #ingredients #bioprocessing #aquaculture #cellculture #partnerships #biotech #foodtech #innovation #portugal #pressrelease

https://www.proteinreport.org/newswire/cell4food-partners-algocell-build-foundation-scalable-cellular-aquaculture/

Cell4Food Partners With Algocell to Build Foundation for Scalable Cellular Aquaculture

Cell4Food and Algocell today announced a strategic collaboration to build the technological foundation for a sustainable and scalable global food supply. This partnership integrates Cell4Food’s cell cultivation technology stack (BlueCell™) - spanning from fish to mollusc, and crustacean animal cells through to final food products - with Algocell’s AI-Powered bioprocess modeling platform (Algocell P™) to accelerate Cell4Food’s process development and optimization.

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Petri Dishes Predict Allergies - Andrew Huberman on Network State Podcast

#cellculture

#memes #biologymemes #bikinibottomtwitter #osha #mopping #researchlife #cellculture

My jeans will never recover from this incident

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