energy-resilience

A distributed, battery-free, supercapacitor-buffered sustainment system that produces mission-critical power, purified water, cooling, hydrogen, and oxygen at the point of need when conventional logistics are degraded, disrupted, or denied.

Open techno-economic model for green-hydrogen microgrids and heavy-duty FCEV, with LCOE/LCOH/TCO and a supply-chain resilience simulation.

Open-source, continual-learning autonomous control system for advanced molten-salt microreactors — and, eventually, a reference design of one.

LITHOS: A sovereign open-source framework for resilient electrical grid mapping and geospatial intelligence. Designed for institutional standards, ensuring data autonomy, NIS2 compliance, and technical transparency for critical energy infrastructure.

YGGDRASIL is a high-fidelity power grid simulation engine. Engineered for systemic resilience and digital sovereignty, it integrates C++ performance, CIM/IEC interoperability, and AI governance to secure critical energy infrastructures.

Spatio-temporal machine learning for Michigan power-outage risk using EAGLE-I, NOAA weather data, and graph neural networks