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SciMLate SciMLate Docs · SciMLate Beta Docs

Welcome to SciMLate

Welcome to the SciMLate documentation. Browse the model library from the sidebar, or use the search bar to jump to a specific model.

What is SciMLate?

Section titled “What is SciMLate?”

SCIMLATE (SCIentific Machine Learning Acceleration for Transformational Engineering) is a fully-managed, browser-based platform for scientific computing and machine learning. It allows engineers, scientists, and researchers from industry, research, and academia to run scientific machine learning (SciML) models without installing software locally, configuring CUDA, or downloading multi-gigabyte model checkpoints.

On scimlate.com you can:

  • run physics-informed models and other scientific ML calculators from a growing library, with zero setup and inference in seconds instead of hours of environment triage
  • steer simulations and explore results through a built-in AI-assisted chat interface, using natural language instead of boilerplate glue code
  • plot and inspect outputs in real time, directly in your workspace

SciMLate augments established scientific workflows with machine learning without replacing first-principles methods. By doing so, it reduces computational costs and accelerates iteration. The platform runs entirely in the cloud via your web browser, requiring no machine-learning expertise or powerful local hardware.