AI surrogate and pile fields
The validated AI surrogate, pile-field thermal interference, and time-varying and seasonal loads through Duhamel superposition.
Everything you need to learn the workflow, understand the coupled physics behind it, and run the surrogate yourself, in your browser.
From a first solve to the full coupled workflow, the documentation walks engineers through every module.
Build a single energy pile from scratch, mesh it, and run your first coupled solve in minutes — no external pre-processor.
Learn more →The complete reference for the geometry builder, mesher, coupled solver, AI surrogate, and 3-D post-processor.
Learn more →Worked, step-by-step cases — single piles, borehole loops, and dense pile fields — that mirror the validated application gallery.
Learn more →The coupled thermo-hydro-mechanical formulation, the analytical benchmarks, and how the surrogate is built and checked.
Learn more →Run the single installer on a Windows desktop — no account, no internet, and no cluster required.
Start a model and shape the domain with primitives and boolean operations on the built-in CAD kernel, or import a solid.
Pick faces to assign temperatures and loads, choose soil and structural materials, and define the U-loop with its inlet temperature and flow rate.
Generate an analysis-ready tetrahedral mesh at coarse, medium, or fine resolution — built in, nothing exported.
Run the coupled thermo-hydro-mechanical solve, or evaluate the AI surrogate for an instant estimate while you iterate.
Read the colour-mapped 3-D temperature field with the pipe loop and soil response, then export what you need.
The full user manual, worked tutorials, and a theory & validation reference ship with the package. Request access to receive them.
No simplified correlations. A purpose-built engine solves the full coupled problem, and an AI surrogate learns from it.
A custom finite-element solver resolves heat, pore-water and gas flow, and ground deformation together, with an embedded pipe-network model for the circulating fluid and a monolithic Newton–Raphson scheme across 17 soil and rock constitutive laws.
See the validation →The ground response follows infinite-line-source theory: a cooled thermal plume diffuses outward from each pile, and time-varying or seasonal loads superpose by Duhamel convolution to trace the slow drawdown — and the interference between neighbouring piles in a field.
See the validation →A multi-output surrogate, trained on real coupled finite-element solves, predicts outlet temperature, heat delivered, and pumping cost with a confidence band — R² 0.9997 and 0.009 °C mean error across 200 held-out runs, roughly 985,000× faster than a full solve.
See the validation →A short changelog of the coupled solver and the AI layer around it.
The validated AI surrogate, pile-field thermal interference, and time-varying and seasonal loads through Duhamel superposition.
The custom thermo-hydro-mechanical finite-element solver, the CAD geometry builder and mesher, and the in-app 3-D post-processor.
Terra is cross-validated against an independent commercial multiphysics code (0.08–0.38 °C outlet agreement across the flow range), instrumented field data (0.30–0.42 °C mean absolute error across three modes vs Faizal et al. 2016, one calibrated parameter), and closed-form analytical solutions (to ~6 significant figures). It solves the full coupled thermo-hydro-mechanical problem, not a simplified correlation.
No. The surrogate is trained on real coupled finite-element solves of your physics, and you can run the full solver whenever you need the exact field. The AI just makes design exploration instant instead of overnight.
A standard Windows desktop. Terra Multiphysics is a self-contained application, its own geometry builder, mesher and 3-D post-processor, with a native solver binary. No cloud, no cluster, and no internet connection required.
No. Everything runs locally on your machine. The optional natural-language copilot is the only feature that can call an external service, and only if you switch it on with your own API key.
Energy piles and borehole heat exchangers / ground-source loops, for both heating and cooling, including the soil–structure interaction that simpler tools ignore.
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The exact trained surrogate runs entirely client-side. Predict, optimize, or describe a design in plain language.
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