RESEARCH

Questions before claims.

The Hub is a place to ask hard questions in the open and run honest first experiments. Everything here is early-stage.

Research Stages

• Concept — a question written down
• Exploration — reading, scoping, prototyping
• Active research — experiments running
• Validated — an independently checked result

Featured Explorations

Acoustic & Ultrasound Sensing

Sound-Wave Body Mapping (Concept stage)

An open question: how much structure of the human body can be inferred from acoustic and ultrasound signals alone? A genuinely interesting question that sits at the intersection of signal processing, anatomy, and AI.

Bee Health & Varroa Mite Detection

Varroa Drug Design Workbench (MAH-VDDW) (Active research)

Computational drug discovery for Varroa mite treatments affecting bee colonies worldwide. Dual-modality detection strategy combining acoustic monitoring with molecular modeling.

• Beehive Acoustic Sensor Guide v1.2 (PDF available)
• Bee Monitoring Strategy — dual-modal framework
• Varroa Drug Design Workbench Architecture (PDF)

Energy & Manufacturing AI

• AI Energy Victoria Research (May 2026) — PDF
• MAH Manufacturing Energy AI Slides — PDF
• MAH Scope 3 Brief — PDF
• Dexvron Product Positioning (Jun 2026) — PDF
• Dexvron 90-Day Marketing Strategy — PDF

Simulation & Virtual Labs

• MAH-SIM Architecture — AI-native sandbox simulation platform (PDF)
• MAH VLAB Architecture Spec — Virtual Computational Chemistry Platform (PDF)

AI Policy & Governance

• MAH AI Policy Implementation Slides — PDF
• Dexvron-MAH Structure Recommendation — PDF

Early-stage explorations. Nothing here is a product or a validated result. These are open research questions.

Melbourne AI Hub — 317/480 Collins Street, Melbourne, Victoria, Australia

Last modified: August 1990 · Best viewed in Netscape Navigator 1.0 at 640x480

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