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TIANGONG / RESEARCH

Research

Connecting life cycle science and environmental AI with energy, water and material systems.

Our approaches

A globe surrounded by raw material extraction, manufacturing, transport, urban use, recycling and disposal, with climate, water and ecosystem impact symbols.
AI-generated concept illustration; not measured results or a paper figure.
LCA

Life cycle assessment ↗

Using life cycle inventories, impact assessment and industrial ecology to reveal environmental tradeoffs in products and industrial systems.

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A conceptual urban scene with a river, industrial facilities and AI air-quality visualization interfaces.
Owner-supplied concept illustration; not measured results or a paper figure.
AI

AI & environment ↗

Combining environmental data science, machine learning and large language models to advance evidence, modeling and decision support.

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Environmental systems

Wind turbines across green farmland at the Roscoe Wind Farm in West Texas, with a traditional windmill in the foreground.
Photo: Matthew T Rader, MatthewTRader.com / Wikimedia Commons, CC BY-SA 4.0; proportionally resized for the web. · Source · Rights
ENERGY

Energy & climate ↗

Accounting for carbon across energy and consumption systems, and examining low-carbon technologies and transition pathways.

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