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by epolanski 1007 days ago
But this isn't new, isn't it?

I remember, e.g, Italy and Brazil had projects more than ten years ago where they used some sort of machine learning to find hidden historical buildings under terrain or jungle by looking at patterns in satellite/aerial image and it was successful in finding archeological sites in both countries.

2 comments

Very similar in nature yes - we had a few rather spectacular results using only techniques from the 80s and earlier.

A lot of the revolution is coming from material scientists doing the work of creating data sets that encode their knowledge, better computational techniques in the field (e.g. DFT[0]), and democratization of petabyte scale data pipelines.

[0] https://en.wikipedia.org/wiki/Density_functional_theory

By “exploration” he’s referring to Materials Science stuff, like figuring out molecular combinations that produce materials with desired properties. Not Archeological/GIS exploration.
The examples of Materials Science and Archeology are both looking for patterns.