Structural Analytics
ML-Accelerated Finite Element Stress Analysis
Skip hours of meshing and node calculation. Structural Analytics runs physics-guided machine learning models to instantly predict stress-strain gradients and critical shear planes.
The Industry Challenge
Why traditional engineering processes fail to meet modern structural schedules.
Classical Finite Element Analysis (FEA) simulations are computationally expensive and slow, creating structural design bottlenecks during rapid project layout iterations.
Operational Pipeline
Geometry Import
Load your structural layout directly from AutoCAD or AutoBIM.
Meshless Modeling
Our physics-informed ML model analyzes internal force equations directly.
Load Definition
Input Concentrated load vectors, Uniformly Distributed Loads (UDL), and seismic forces.
Stress Gradient Render
Instantly displays visual shear stress, bending moment, and displacement heatmaps.
Core Module Capabilities
Meshless FEA Approximation
Accurate stress estimations completed in seconds instead of hours of mesh setup.
Load Path Optimization
Identifies internal load vectors and highlights redundant members to optimize layout efficiency.
Shear and Moment Predictors
Highlights critical cross-sections at high risk of shear failure, yielding, or buckling.
Industrial Warehouse, Chennai
Analysts evaluated alternate roof truss structures under high wind loads, validating safety coefficients in seconds rather than waiting for traditional node solver runs.