Machine Learning for LCA

LCA Data & Tools
1

Hi All,

Wondering if there is any research out there about leveraging machine learning or AI for LCAs.

Thanks!

Max

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2

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.

3

Great. I’ll check it out.

Thanks.

4

Hi Max,

That’s not directly related, but a required step towards implementing AI in compiling life cycle inventories.

Hope that helps. Let me know if you can’t get past the paywall.

Regards,
André

5

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.

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6

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

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