ELM is a collection of utilities to apply Large Language Models (LLMs) to energy research.
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Updated
Jun 20, 2026 - Python
ELM is a collection of utilities to apply Large Language Models (LLMs) to energy research.
Materials for Open Course on Energy Systems Analysis
INFRA-COMPASS is a tool that leverages Large Language Models (LLMs) to create and maintain an inventory of state and local codes and ordinances applicable to energy infrastructure.
Open Course on Energy and Climate Policy.
My personal website built with Quarto, hosted by GitHub.
Code for the paper "Evaluating the feasibility of achieving building performance standards targets"
North Carolina EV Infrastructure Gap Analysis
Open-source techno-economic model and interactive LCOE calculator for UK Space-Based Solar Power (SBSP), covering launch cost, system mass, efficiency, lifecycle and finance.
Github Profile
Shipping Sunshine: Battery Ships, Floating Storage, and Indonesia's Renewable Energy Future
COSA: COmmunity Solar Adoption model
Single-page editorial manifesto on India's thorium and nuclear energy future, styled as a newspaper-inspired web essay.
Interactive state-by-state explorer of U.S. community solar policies, programs, and funding — MIT Renewable Energy Clinic.
Welfare model comparing grid reliability cost against connection-delay cost in the Dutch electricity system. Companion code to the Energy Policy paper 'Reliable but Inaccessible'.
Verified-claim literature review of the political economy of the US AI data-center buildout. 2,071 gate-verified claims; coverage, contradictions, and retractions measured and disclosed. Status: DRAFT.
Analysis of financial diary data reflecting people's experiences of energy insecurity in Great Britain over a five-month period from January to May 2023
A/B test evaluating a Peak-Hour Reward energy policy on 2,000 users — p-value 0.0021 confirming a statistically significant 4.33% reduction in peak consumption
Does Taiwan's renewable energy build-out actually displace imported fossil fuels? ARDL bounds-testing on monthly data, 2000-2026. NSTC undergraduate research (National Science and Technology Council, Taiwan).
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