Pawel Astankow

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Computer Vision (1)Interpretability & Mechanistic Interp (1)Scientific Discovery & Drug Design (1)

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Julian Schmid (1)Tom Vater (1)J. Beck (1)R. Cichon (1)Danny Krautz (1)

Papers (1)

May 28, 2026

Julian Schmid +5May 28, 2026

Low-Magnification SEM May Suffice: Interpretable Deep Learning for Multi-Scale Fracture-Cause Classification in Zirconia-Toughened Alumina

You can ditch the high-powered microscope: a vision transformer can classify fracture causes in ceramic implants with comparable accuracy using low-magnification SEM images.

Julian Schmid, Pawel Astankow, Tom Vater +3

Computer Vision Interpretability & Mechanistic Interp Scientific Discovery & Drug Design

Pawel Astankow

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Pawel Astankow

Research focus

Frequent co-authors

Papers (1)