Hi All, Wondering if there is any research out there about leveraging machine learning or AI for LCAs. Thanks! Max

You should check out the work happening at the Concrete Sustainability Hub at MIT, lead by Jeremy Gregory. This is a topic he is currently working on.

Great. I’ll check it out. Thanks.

Hi Max, That’s not directly related, but a required step towards implementing AI in compiling life cycle inventories. [image] A model for streamlining and automating path exchange hybrid life cycle... Life cycle assessment (LCA) is inherently complex and time consuming. The compilation o…

Hi André, Thanks for sharing. Very interesting piece and great point on the amount of manual labor that may be required to build and effective training dataset to leverage AI.

It’s not directly for LCA but focused on embodied carbon benchmark of concrete using AI. [image] Embodied carbon analysis and benchmarking emissions of high and ultra-high... High strength concrete (HSC) (50–100 MPa) and ultra-high strength concrete (UHSC) (>100 MPa) have been increasingl…

Machine Learning for LCA

LCA Data & Tools

seongwon (Seongwon Seo) September 30, 2020, 6:29am 6

It’s not directly for LCA but focused on embodied carbon benchmark of concrete using AI.

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Machine Learning for LCA

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