SolverAI

A Comprehensive Application using Artificial Intelligence to learn and predict transient real-world physics using numerical simulation data.
SolverAI’s Deep Learning interface is designed to enable seamless integration of deep learning capabilities within the d3VIEW platform.
 

Input structures, fluids, workflows or even conversations for a specialized results file

SolverAI learns from simulations, physical tests and generic data to predict results for your engineering and scientific analysis. 

Neural Network Based and Physics Integrated

SolverAI provides a powerful and flexible package that supports a wide range of tasks including :

                • Mesh Graph Neural Network Modeling

Built for handling complex 3D structural simulations and predict sequential states of nodal positions and their properties.

                • Curve Prediction/Regression  

Designed for modeling sequential trends commonly seen in time-dependent or simulation-based tasks.

              • Classification

Designed to address both traditional and ordinal classification problems using deep learning. 

SolverAI leverages state-of-the-art deep learning models – both standard and custom built with extensive support for hyperparameter tuning through:

                          • Config Files
                          • Command Line Interface (CLI)
Curve Prediction Output
Classification Output

Mesh Graph Neural Net Output: 

Comparison between Actual and Predicted Cross Model State Transition

Actual Cross Model State Transition

Predicted Cross Model State Transition

Start Solving with AI

d3VIEW SolverAI is available On Premise or Cloud and does not require an extra license.

Contact us to learn more!
Request a Demo