Reposted by Ferji_KarXiv cs.LG Machine Learning @cslg-bot.bsky.social · 16/12/2025Khalid Ferji: PolySet: Restoring the Statistical Ensemble Nature of Polymers for Machine Learning arxiv.org/abs/2512.13186 arxiv.org/pdf/2512.13186 arxiv.org/html/2512.13186 013
Ferji_K @ferji-k.bsky.social · 16/07/2025🚀 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... 010
Ferji_K @ferji-k.bsky.social · 08/07/2025We 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...doi.orgVisible‐Light‐Driven PET‐RAFT Emulsion PISA of Biobased Graft Copolymers Toward Spherical Nanoparticle FormulationVisible-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.... 000
Ferji_K @ferji-k.bsky.social · 28/04/2025Delighted 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 132
Ferji_K @ferji-k.bsky.social · 04/04/2025🆕 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... 000
Ferji_K @ferji-k.bsky.social · 18/03/2025🆕 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: [huggingface.co/spaces/FERJI/DetectN…] 🔬 #polymerchemistry #Nanotechnology #DeepLearning #AI #polymer 000
Reposted by Ferji_KFerji_K @ferji-k.bsky.social · 11/03/2025Deep 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... 011
Ferji_K @ferji-k.bsky.social · 11/03/2025Deep 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... 011
Ferji_K @ferji-k.bsky.social · 04/02/2025You’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... 000
