Preprint time: “Software in the natural world: A computational approach to emergence in complex multi-level systems” arxiv.org/abs/2402.09090 A rigorous framework that not only identifies *when* emergence takes place, but explains *how* this happens computationally

Don't forget to apply if you are interested in working with me on PINNs or information-theoretic analyses of deep learning!

Reach out to me if you want to join me and Know Center for work on physics-informed ML or information-theoretic analyses of deep learning!

This project is led by ecoplus and executed jointly with FH St. Pölten – University of Applied Sciences FOTEC Fraunhofer-Gesellschaft WU Vienna IMG and Know Center

🎉Reflecting on a successful WP2-WP3 Workshop held on April 23-24 at Institut Mines-Télécom (IMT) 🔍We explored pillars and verticals’ use cases, collaboration between WP2 & WP3, and new planning for future TES & TIS Open Calls. Thank you to all who participated and contributed! 🌟🌟 #ENFIELD #AI

🚀 Join us for the KNOWSKITE-X 2nd Webinar! Discover topics like steel design, ML applications, reinforcement learning for materials design, and much more! Register for free! knowskite-x.eu/knowskite-x-2n… #MachineLearning #MaterialsDiscovery

𝗘𝗺𝗲𝗿𝗴𝗲𝗻𝗰𝗲 𝗱𝗲𝗺𝘆𝘀𝘁𝗶𝗳𝗶𝗲𝗱! Great piece by @philipcball on the work by Fernando Rosas 🦋 et al. with new methods to formalize emergence. Huge need to get math to back up hypotheses of emergence. quantamagazine.org/the-new-math-o…

Very nice article about our recent preprint on #arxiv: arxiv.org/abs/2402.09090; thanks, Quanta Magazine !

The #ENFIELD General Assembly successfully wrapped up in Eindhoven on 11-10 September! 🎉 A big thank you to all the partners for presenting their progress and future plans, and special thanks to TU/e for organizing such an insightful and productive event.

❗️ Horizon Enfield's 2nd Exchange scheme Open Call deadline extended to 31th Ocotber 2024. 23:00 CET. More info: enfield-project.eu/oc2_TES_2024

Advancing #AIResearch at KC: Linara (Ruhr-Universität Bochum) spent 3 months with us through an ENFIELD - AI Network of Excellence open call to explore information-theoretic properties of #NeuralNetworks, #LatentSpaceGeometry & generalization performance to enhance our understanding of #DeepLearning

Join us at the Workshop on AI for Sustainable Energy Systems and Green AI hosted by the HEU project ENFIELD! 📅 11-12 March 2025 Explore how AI can revolutionize energy systems while reducing environmental costs 🚀 📑 Submit your abstract by 10 Feb 2025 enfield-project.eu/ws_ai_sustaina…

🚀Exciting times ahead for #ENFIELD🌍 We’re thrilled to welcome all our partners to Budapest for the General Assembly III 🎉 The preparation is in full swing – from setting up the room 🖥️ to ensuring everything is ready for productive discussions. Can’t wait to see everyone here!

🌟 Day 1 of ENFIELD’s 3rd General Assembly in #Budapest! 🌟 ✅ WP1 updates by #NTNU ✅ Ethics & Gender by #ESF ✅ WP5,6,7 insights from #INOVA+, #BME, #MAGGIOLI ✅ Great networking & dinner at Trófea Grill! Thanks to all partners & #BME for hosting! 🚀 #ENFIELD_Horizon

🌟3rd Exchange Scheme Open Call🌟 We invite PhD students, post-docs, and senior researchers to propose innovative projects addressing #ENFIELD challenges and advancements in #AI research areas: *Adaptive AI *Green AI *Human-Centric AI *Trustworthy AI Join us in making an impact

Feel free to reach out if you want to join Franz Martin Rohrhofer and me at Know Center for work on physics-informed machine learning!

On March 11-12, we gathered in #Brdo_pri_Kranju, #Slovenia, for a workshop on #AI in sustainable energy & #GreenAI, hosted by #Iskraemeco & Know Center 🔍AI-driven energy optimization 🔧Predictive maintenance 🔋Smart energy storage 🌐AI in energy forecasting 💡Sustainable AI