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Hello, great post, thanks! About the material: it may be an incremental steel alloy, for which data science methods can help a lot: for the learning part, feed
by DrNuke 10y ago
Hello, great post, thanks! About the material: it may be an incremental steel alloy, for which data science methods can help a lot: for the learning part, feed the results (the plots with dpa irradiation vs damage in terms of displacement, swelling, bubbles o whatever relevant) from the 2000-2016 papers from Western and Chinese universities aiming at the same target; for prediction, let deep neural networks or extreme gradient boosting cluster or classify or rank the nearest alloy that solves your most urgent technological readiness problem. This would help speed the process imho.