Quercus Hernández

I am very excited to announce that our latest work "Thermodynamics-informed Graph Neural Networks" has been accepted for publication in IEEE Transactions on Artificial Intelligence! #IEEE🎉​​😄​ In this work we present a deep learning simulator for dissipative dynamical systems.

Thanks to Duan Scott for bringing together such a strong community! #ComputationalDesign #LargeEngineeringModels #PhysicsAI #InjectionMoulding #CDFAM

Looking forward to seeing the work from teams like @PhysicsxAI and @nvidia, and to connecting with people in the space. If you’re around, let’s catch up: lnkd.in/eVyyEsMK

Super excited to attend CDFAM Barcelona this year, representing #EmmiAI together with @SophiaEscheu! I'll share some details behind our latest release, NeuralMould (lnkd.in/dgbx-hKR), and how AI models might start reshaping the way we think about engineering design.

It was also great catching up with good old friends, and making new connections with some of the world's top AI researchers. Hopefully we'll see each other again at the next one! #EmmiAI #AI4Science #Engineering #Simulation

Already back home from @NeurIPSConf 2025! I had an amazing time at the Emmi AI booth, seeing so many people fascinated by our real-time simulation demos and having inspiring conversations. Great pleasure to be with my Emmi colleagues: truly the best #AI4Simulation people! 💫😄

I'll also be presenting a poster on my latest work at @Penn on coarse-graining models at the "Machine Learning and the Physical Sciences" Workshop (Saturday 6th). See you there! ⚛️ #AI4Simulation #NeurIPS2025 #CoarseGraining #Physics

Next week I'll be at @NeurIPSConf in San Diego (Dec 1-7)! Hmu if you wanna grab a coffee and chat about #AI4Science, or come by the Emmi AI booth to see the cool stuff we're building! 🚀💫

#deeplearning #machinelearning #thermodynamics #physics #simulation #polymers #colloids #computationalphysics #AI #coarsegraining #materials

📝 Read the preprint: researchgate.net/publication/39… 💻 Explore the code: github.com/PIMILab/DataDr…

I'm very excited to announce that our latest work "Data-driven particle dynamics: Structure-preserving coarse-graining for emergent behavior in non-equilibrium systems" is now available online! 🥳🥳

Very proud to announce that I've joined Emmi AI as a Senior Research Engineer! 🎉🎊 I'll be working on applying physics-based AI models into industry scale problems. Very thankful to @dennisjust, Miks Mikelsons and @jo_brandstetter for the opportunity! #AI4Simulation #EmmiAI

Visiting beautiful Paris for the #AICOMAS2025 Conference. Make sure you don't miss my first keynote of my recent work @Penn, about coarse-graining of MD models! See you on Wednesday! 😄

@I3Aunizar @DrAnaSerrano @GILabUZ @UccUnizar @unizar @EINAunizar Congrats @DrAnaSerrano, well deserved!! 😄😄

🏆@DrAnaSerrano investigadora del @GILabUZ, galardonada con el VGTC Virtual Reality Significant New Researcher Award 2024 por sus contribuciones en #realidadvirtual Solo se reconoce a un investigador joven en todo el mundo cada año‼️ #I3ANews 📍 i3a.unizar.es/es/noticias/an…

It was incredible to see all my international colleagues again and share new ideas and thoughts about science. See you soon! 😄😄 #PhDOlympiad #ECCOMAS2024 #AI4Science #Simulation

I'm so excited to share that I've won the @ECCOMASofficial PhD Olympiad 2024! Many thanks to the organizers Konrad Perzyński, Paulina Stempin and of course my thesis advisors @EliasCueto, @a_badias for making all this possible. 🎉🎊