Identify hotspots, instabilities, and safe regions in seconds.
Variance enables fast thermal field exploration across nonlinear regimes, then focuses high-fidelity analysis where risk or performance is highest.
Design variables, materials, cooling, and usage conditions create a combinatorial space that is too large for brute-force simulation.
Critical edge cases are often missed.
Variance lets teams simulate the full operating envelope, detect high-risk regions early, and refine critical scenarios with full physics.
See the full thermal landscape, not isolated simulations.
Set parameters, constraints, and objectives.
Evaluate thousands of scenarios in seconds.
Find optima, sensitivities, and instability zones.
Run high-fidelity models only where accuracy matters.
edge-case coverage
illustrative
overengineering
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cooling strategy iteration
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Compare pack and cell configurations under load.
Evaluate cooling concepts before expensive validation.
Locate likely hotspots and thermal limits early.
Identify dangerous regions before physical testing.
Variance augments your current workflow. Integrates with standard simulation tools, supports iterative refinement with ground truth models, and does not require replacing existing solvers.
Keep your tools. Remove the bottleneck.
Bring your model, geometry, or process. We'll show you the full space in minutes.