Khalid Ferji: PolySet: Restoring the Statistical Ensemble Nature of Polymers for Machine Learning https://arxiv.org/abs/2512.13186 https://arxiv.org/pdf/2512.13186 https://arxiv.org/html/2512.13186

🚀 New publication in bsky.‪@nanoscale-journals.rsc.org‬ :
"DetectNano: #DeepLearning Detection in #TEM Images for High-Throughput #Polymer #Nanostructure Characterization": doi.org/10.1039/D5NR...

Want to test the model on your own (nano)particle TEM images?
Try here: huggingface.co/spaces/FERJI...

Visible‐Light‐Driven PET‐RAFT Emulsion PISA of Biobased Graft Copolymers Toward Spherical Nanoparticle Formulation Visible-light-induced PET-RAFT emulsion PISA is reported for the first time using a multigrafted dextran macroCTA (DexCTA) in water, methyl methacrylate (MMA) as monomer model, and EosinY as photocat....

We have just published a new study showcasing a green strategy for the formulation of polymer nano-objects via PET-RAFT emulsion PISA using eosin Y as photocatalyst under visible light in water.
doi.org/10.1002/marc...

Delighted to share a new review just published
@polymerchem.rsc.org

This work discusses how #AI is reshaping #Polymer Science, from accelerating polymer discovery to predicting properties and enabling sustainable innovation.
pubs.rsc.org/en/content/a...
#AI #PolymerScience #MachineLearning

🆕 DetectNano – Version 2 is now available

🚀This release includes full support for spherical #nanoparticle, and extends compatibility across various #microscopy techniques: #TEM, #SEM, and optical microscopy
#AI #polymer #science

👉 Try it here: huggingface.co/spaces/FERJI...

🆕 DetectNano

🚀 First Release – March 2025
DetectNano is an AI-powered tool for the automated detection of polymer nanostructures in TEM images,

➡️ Try it now on polymersomes: [https://huggingface.co/spaces/FERJI/DetectNano]

🔬 #polymerchemistry #Nanotechnology #DeepLearning #AI #polymer

Deep Learning-Driven Detection of Polymer Nanoparticles in TEM Images

#AI is not just about detecting cats and dogs! 🚀

In our project, we use #YOLOv8 to detect #polymer #nanoparticles in #TEM images and measure their size in less than a second.

doi.org/10.5281/zeno...

Deep Learning-Driven Detection of Polymer Nanoparticles in TEM Images

#AI is not just about detecting cats and dogs! 🚀

In our project, we use #YOLOv8 to detect #polymer #nanoparticles in #TEM images and measure their size in less than a second.

doi.org/10.5281/zeno...

You’re a polymerist, and #AI is everywhere…
But it’s packed with jargon and complex equations?
No worries. I wrote a guide for #polymer scientists, breaking down AI concepts simply.
Read it @chemrxiv.bsky.social : doi.org/10.26434/che...