Ansys SimAI Overview

Ansys SimAI™ Premium SaaS is a cloud-native software-as-a-service (SaaS) platform that combines the power of physics simulation with the speed of AI. By leveraging previous 3D simulation data, the Ansys SimAI platform allows you to train AI models to accurately predict new physical fields in minutes. This physics-agnostic platform uses data-driven, non-parametric algorithms, and ensures high-resolution results without the need for deep learning expertise.



Core Capabilities

Collaborative and Intuitive SaaS Platform

  • Cloud-Hosted SaaS: The platform is hosted in the cloud, offering a Software-as-a-Service (SaaS) model that simplifies accessibility, collaboration and removes the struggle of infrastructure management within organizations.
  • User-Friendly Interface: Designed for analysts and designers, the platform allows users to build models and make predictions easily, without requiring deep learning expertise.
  • Collaborative Environment: The platform fosters collaboration within organizations by providing shared access to training data and models, enabling them to build models based on shared information.
  • Tailored User Experience: The platform is divided into two main components (Projects and Workspaces), each tailored to meet the specific needs of different user profiles, ensuring an intuitive experience for all.

Advanced AI Training Capabilities

  • AI Training Without Geometry Parametrization: Users can predict performance across various design changes, regardless of the origin of the geometry parametrization.
  • Leverage Existing Data: The platform allows for the utilization of previously generated simulation results, streamlining the model training process by capturing new value from your previously archived results.
  • Physics-Agnostic: The Ansys SimAI platform works across all physics domains (Fluids, Structures, Electromagnetics, Optics) and is applicable across various industry segments. It is based on 3D simulation data, including but not limited to the ones exported from Ansys solutions.

Advanced AI for 3D Physical Fields

  • High-Resolution Data Retention: The Ansys SimAI platform employs a data-driven, non-parametric algorithm that retains the full resolution of initial data, handling datasets with over tens of millions of cells.
  • Continuous Resolution: The platform can predict outcomes at any point in space, ensuring precise and reliable results.
  • Geometry-Consistent Predictions: For a given topology, the AI’s predictions remain consistent regardless of the input mesh resolution as it adopts the underlying representation of the shape.
  • Unified Predictive AI: A single AI model is employed to address the design problem at every spatial scale, offering comprehensive and scalable solutions for complex designs.

PySimAI

  • PyAnsys Ecosystem: A python SDK that allows you to use SimAI within a Python environment of your choice in conjunction with other PyAnsys libraries and external Python libraries.
  • Scripting: With PySimAI, you can manage and access your data on the platform from within Python apps and scripts.