RHX.LAB
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NEXUS EnginePilot
NEXUS Engine

NEXUS Engine

GPU-Accelerated Multiphysics Solver Core

PilotRHX.LAB experiment

Upload a product model, describe the conditions, and receive verifiable simulation results.

NEXUS is the solver experiment that turns RHXY Sim from a file upload tool into an interactive structural verification workspace.

What it enables

Conversational setup

Define loads, constraints, materials, and analysis types through natural language and UI controls.

Traceable results

Track stress, deformation, modes, and convergence state alongside reports.

Product connection

The experiment feeds RHXY Sim execution, review, and report workflows.

How it works

01

Define

Turn CAD and requirements into an analysis case.

02

Solve

Run meshing, solver execution, and convergence monitoring in one pipeline.

03

Inspect

Surface contours, risk areas, and design recommendations for decision making.

Example outputs

NEXUS Engine
Experiment preview
Stress/deformation contours
Modal results
Convergence and quality logs
PDF verification reports

Graduating first through RHXY Sim.

The public page shows research status and product connection. Hands-on use opens through the RHXY Sim workflow.

Current status

Static structural + modal analysisComplete
Thermo-structural couplingPilot
Nonlinear large deformationResearch

Technical details

Input: STEP/IGES/STL → Gmsh mesh generation → CalculiX 2.20 solver execution → Post-processing (stress/deformation/modes) → AI result interpretation → PDF report output GPU acceleration applies to large-mesh matrix operations and iterative solvers (PCG). Automatic mesh quality assessment and convergence monitoring are included in the pipeline.

Core capabilities

Static structural analysis (linear/nonlinear)
Modal analysis (natural frequencies, mode shapes)
Thermo-structural coupled analysis
Automatic mesh generation (Gmsh)
Automatic mesh quality assessment
Convergence monitoring
18 V&V benchmark cross-validation
GPU-accelerated matrix solver
AI-powered result interpretation and recommendations

Roadmap

Static structural + modal analysisComplete
Thermo-structural couplingPilot
Nonlinear large deformationResearch
Differentiable simulationResearch
Batch data generation modePlanned

Disclosure Scope

Solver architecture and benchmark results are public. Internal GPU kernel implementations and training data pipelines are proprietary.

NEXUS Engine — RHX.LAB | RHX.LAB