Sergio Hoyas

Moving to the wall

[Ricardo Vinuesa @ricardovinuesa]

Very proud of the VinuesaLab! We have been one of the winners of the "Empowering Research with AI Award" at @UMich , with the project "Explainability and reinforcement learning leading to scientific breakthroughs in turbulence". Congratulations to everyone in the team!

[Universitat Politècnica de València @UPV]

🔬 Cuando la IA hace ciencia, ¿Quién formula las grandes preguntas?

✍🏻 Sergio Hoyas vía @Conversation_E
https://t.co/VAE0btRrxh

[Ricardo Vinuesa @ricardovinuesa]

Carried out by an incredible dream team: Abhijeet Vishwasrao, @fa_giral, Mahmoud Golestanian, Federica Tonti, Andrea Arroyo Ramo, Adrian Lozano Duran, @eigensteve, @Serhocal , @modelflows and Hector Gomez

[Ricardo Vinuesa @ricardovinuesa]

New video!! We describe our ideas and strategies to build #foundation #models integrating #agentic #AI systems! The goal: autonomous and automatic discovery, design and optimization!!
This is on-going work with many collaborators. Stay tuned!!
https://t.co/vW78OGGck4

[Ricardo Vinuesa @ricardovinuesa]

Joint work with @A_Cremades_phd , Reinis Freibergs, @Serhocal, Andrea Ianiro and Stefano Discetti!!

[Ricardo Vinuesa @ricardovinuesa]

Very happy to share our latest #study on #ML methods to reveal the #fundamental #mechanisms of #turbulence! In this work we use #Explainable #DeepLearning #XDL to identify the most important #coherent #structures for each of the terms in the #TKE #Budget!
https://t.co/9YXlKaoyiR

[Ricardo Vinuesa @ricardovinuesa]

Very thankful for this amazing group and the inspiring community at @MichiganAero . Here’s to big ideas, great collaborations and plenty of breakthroughs ahead. Happy #Thanksgiving! 🎉🦃

[Ricardo Vinuesa @ricardovinuesa]

Very informative story by @UMengineering on our recent paper in @NatureComms. We propose a path to #solve the mechanisms of #turbulence, with huge #scientific (#climate, #Clay #Millenium Prize) and #industrial ($1 trillion) implications!!
https://t.co/gsMbbxXmeS
@MichiganAero

[Sergio Hoyas @Serhocal]

@jmmulet Es fake. Lleva u Festina

[AEMET Comunitat Valenciana @AEMET_CValencia]

Estimados seguidores y conciudadanos.
☑️¿Es normal que haga calor en verano? Sí.
❌¿Siempre ha hecho este calor en verano? No.

[Universitat Politècnica de València @UPV]

🔬 Así invierten en investigación Europa y Estados Unidos

💰 La IA muestra importantes diferencias en la asignación de fondos: el Consejo Europeo de Investigación apuesta por salud y clima y EE.UU. por ingeniería y ciencias físicas ➡️ https://t.co/k67fycaY0m

[Europa Press Comunitat Valenciana @EPCValenciana]

Un estudio de la UPV evalúa el rendimiento de modelos de IA en la resolución de problemas en catalán https://t.co/AnOkF6Iy65

[Cadena SER @La_SER]

Un estudio revela que el nivel de los modelos de IA europeos es inferior a los desarrollados por EEUU y China https://t.co/KC7Mgs1gYr

[Ricardo Vinuesa @ricardovinuesa]

How can one use #Explainable #AI (#XAI) for #scientific #discovery? In our latest #review paper you can have a complete summary of the state of the art and upcoming trends for #fluid #mechanics and #heat #transfer!

https://t.co/im22FseVjC

@A_Cremades_phd @Serhocal

[Ricardo Vinuesa @ricardovinuesa]

🗞️ New #Turbulent #Structures identified with #Explainable #Artificial #Intelligence (#XAI)! We #SHAP to evaluate the importance of each grid point in a #Turbulent #Channel, and define new structures defined #objctively based on #importance.
https://t.co/LsS0bq31ml
🧵Results:

[Ricardo Vinuesa @ricardovinuesa]

✅ At y+=15, the #SHAP structures are basically #Streaks
✅ Close to the wall the #SHAP structures have good agreement with #Sweepstakes
✅ Close to the channel center, the #SHAP structures agree quite well with #Ejections

[Ricardo Vinuesa @ricardovinuesa]

⁉ Are typical #resolution and #convergence criteria for #DNS adequate for #turbulence? In our work at @PhysRevFluids we show that, with more strict criteria, the #overlap #layer is described by a #Log + #Linear, and report sensitivities of the parameters!
https://t.co/EO9Z18lZ6a

[Ricardo Vinuesa @ricardovinuesa]

✈ It was really fun participating in a #video on #Turbulence for @elpais_espana, the #WorldLeading #newspaper in #Spanish!! If you are interested in learning more about #Turbulence, practicing your Spanish, or both, check it out!!
https://t.co/ILPtHX23j1

[Ricardo Vinuesa @ricardovinuesa]

📢📢@NatureComms #Article!
Using #XAI, we identify the most important coherent #strcutures in #Turbulence. They share some similarities with the #classical knowledge, but the #differences will be #key to get completely new insight into #Turbulence!
https://t.co/cF2y8BbMMN

[Sergio Hoyas @Serhocal]

#NBASundays