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Mining & Optimization June 2026 Proprietary

Circuita — Stochastic Mineral-Tracking Engine & Console

A private analysis console built on a stochastic cellular-automaton engine that tracks material through a processing circuit. It produces fan, balance, delta and inventory views per pile and exports a self-contained, bilingual report with inline-SVG charts.

Engine
Stochastic cellular automaton
Views
Fan · balance · delta · inventory, per pile
Report
Self-contained bilingual HTML, inline-SVG charts
Deployment
Private; Azure Container Apps (Next build → Python serves)
Circuita — Stochastic Mineral-Tracking Engine & Console — Architecture
#mining #cellular-automaton #simulation #material-tracking #reporting #private

Business Context

Understanding where material actually goes in a circuit — not where a static balance says it should — is the difference between chasing a phantom loss and fixing a real one. A shareable, self-contained report means the analysis travels to whoever needs it.

Strategic Value

Circuita pairs a principled stochastic engine with an operator-grade console and a zero-dependency report format. The same approach — simulate the real stochastic behavior, then make it legible and shareable — applies to any flow system where mixing and lag defeat naive accounting.

The Challenge

Material moving through a processing circuit mixes, splits, and lags in ways that simple mass balances miss. Operators need to see how a pile's composition evolves across the circuit, compare expected vs. actual, and share that analysis without a heavyweight tool on the other end.

Our Approach

Circuita drives a stochastic cellular-automaton engine that simulates material tracking through the circuit, then renders the result in an analysis console: per-pile fan, balance, delta and inventory views, with monitor tabs for the circuit and for individual objects. A report builder downsamples the original series per analyzed pile and emits a self-contained bilingual HTML export with inline-SVG charts — no server needed to read it. An architecture modal documents the engine and the full pipeline flow.

Key Performance Indicators

KPIBaselineResultImpact
Circuit visibilityStatic mass balanceStochastic per-pile tracking (fan/balance/delta/inventory)See where material actually goes
Sharing the analysisTool required on both endsSelf-contained bilingual HTML + inline SVGOpen and read anywhere

Proprietary — source code not publicly available

Architecture

circuita architecture

circuita architecture

See where material actually goes

Circuita is a private analysis console for mineral-tracking through a processing circuit. A stochastic cellular-automaton engine simulates how material mixes and lags; the console renders per-pile fan, balance, delta and inventory views; and a one-click report exports a self-contained, bilingual HTML file with inline-SVG charts that opens anywhere.

This is proprietary work; the deployment is private. The card describes the architecture and intent without exposing internal data or logic.

Technology Stack

TypeScript Next.js Python FastAPI Cellular Automata SVG Docker Azure Container Apps

Visual assets for this project are not publicly available.

This is a proprietary project. Source code and external resources are not publicly available.