Void evolution surrogate

Follow a growing defect. Predict the surrounding response.

A growing cavity changes the fields around it. Physics AI brings geometry, diffusion, creep and mechanics into direct space–time prediction, so a changing defect can be explored as a material state.

Inspect the moving boundaryMoving geometry
Predicted single-void morphology at 8 seconds, with its initial boundary
Initial voidCurrent void

Define the state

Set the cavity geometry and material conditions.

Choose a time

Query the evolution at the time of interest.

Inspect the response

Explore the boundary and coupled fields together.

Query the wall and the surrounding fields together.

The surrogate represents moving geometry, transport, creep and mechanics together. A direct space–time query recovers an evolving material state without restarting the trajectory for every requested time.

Predicted 2D equivalent stress around the evolving cavity, in MPa

Stress around the evolving cavity

Turn evolution into a reusable prediction task.

A moving boundary

Represent the changing cavity geometry alongside its fields.

Direct time queries

Inspect morphology and state at the requested time.

A materials workflow

Complement numerical simulation when exploring related evolution problems.

Explore what changes inside your material.

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