Physics simulations? Yes, there's an AI for that.

theresanaiforthat.com/ai/siml-ai/

#PhysicsML #SciML

We're working hard on adding an ability to build Frederick Barber Panel -based apps on top of NVIDIA Modulus-based PhysicsML simulators.

Doing CFD analysis on the mobile phone / tablet in the web browser with 2-second simulations of 10,000 variations of different inputs… while the

Pretty excited about my upcoming talk about #physicsml #sciml at SlovakiaTech Expo/Forum — can’t wait to show folks some mindblowing use cases of AI-driven approaches to engineering and science, and the future where we’re heading!

There’s a huge paradigm shift happening across many engineering and scientific areas. Definitely keep an eye on #PhysicsML #sciml #aiengineering

physicsml.github.io
#理物ガイダンス

Learn why AI-accelerated, physics-based, high-fidelity surrogates for interactive digital twins are 65X cheaper and use 58X less energy than numerical simulations. #PhysicsML #EnergyEfficiency

Read More: nvda.ws/3xvvU0D

developer.nvidia.com/modulus #NVIDIA #Modulus #framework #PhysicsML #Python

Applying Machine Learning to Physics -> List of recent papers

physicsml.github.io/pages/papers.h… …

physicsml.github.io/pages/papers.h…

physicsml.github.io/pages/papers.h…

And also introducing PhysicsML - a package for physics-based/related models, providing a freely available, standardised and modular interface for handling, building and training 3d models with an emphasis on #neuralnetpotentials . Find out more: exscientia.github.io/physicsml/

再メモ
physicsml.github.io/pages/papers.h…

Works on Quantum information + ML physicsml.github.io/pages/papers.h…

Interested in Siml.ai roadmap?

Make sure to theck out our Trello: trello.com/b/i8USJVET/sim… (we're encouraging you to participate in it!)

#PhysicsML #sciml #AI #simulation

Meow! Happy #InternationalCatDay !

Our team can only think about the one and only cat: Schrödinger’s.

Support for modeling quantum-mechanical systems with #PhysicsML in Siml.ai is highly requested feature. We’ll be adding it to our roadmap soon!

the best thing about Michal Takac (e/ia) 's talk, for me, was that it was tied to the current applications of neural network, while the future is bright, I'm excited that they are useful for people even right at this moment 🙌

siml.ai/blog/dimension…

For anyone interested in PhysicsML! #physics #deeplearning

Research & Development

PhysicsML is a package for physics-based models.
It offers a standardized interface for handling, building, and training 3D models.

The platform provides various model architectures, datasets, and plugins for molecular dynamics engines.

#GenAI

So many papers applying deep learning to theoretical and experimental physics!
Fascinating. physicsml.github.io/pages/papers.h…

'from the timeframe of years to weeks' - that's how drastically Siml.ai changes the world of physics simulations! 🚀

Learn more about #PhysicsML in the talk from our CEO Michal Takac (e/ia) ⬇️

youtu.be/qr4DLVPmt6E