Michal Walczak

Publication Activity (10 Years)

Years Active: 2015-2023
Publications (10 Years): 8

Top Topics

Medical Imaging

Expert Knowledge

Distortion Correction

Learning Systems

Top Venues

Comput. Phys. Commun.

Comput. Biol. Medicine

Publications

Laura von Rüden, Sebastian Mayer, Katharina Beckh, Bogdan Georgiev, Sven Giesselbach, Raoul Heese, Birgit Kirsch, Julius Pfrommer, Annika Pick, Rajkumar Ramamurthy, Michal Walczak, Jochen Garcke, Christian Bauckhage, Jannis Schuecker
Informed Machine Learning - A Taxonomy and Survey of Integrating Prior Knowledge into Learning Systems. IEEE Trans. Knowl. Data Eng. 35 (1) (2023)
Raoul Heese, Michal Walczak, Michael Bortz, Jochen Schmid
Calibrated Simplex Mapping Classification. CoRR (2021)
Raoul Heese, Michal Walczak, Tobias Seidel, Norbert Asprion, Michael Bortz
Optimized data exploration applied to the simulation of a chemical process. CoRR (2019)
Raoul Heese, Michal Walczak, Lukas Morand, Dirk Helm, Michael Bortz
The Good, the Bad and the Ugly: Augmenting a black-box model with expert knowledge. CoRR (2019)
Raoul Heese, Michal Walczak, Tobias Seidel, Norbert Asprion, Michael Bortz
Optimized data exploration applied to the simulation of a chemical process. Comput. Chem. Eng. 124 (2019)
Raoul Heese, Michal Walczak, Lukas Morand, Dirk Helm, Michael Bortz
The Good, the Bad and the Ugly: Augmenting a Black-Box Model with Expert Knowledge. ICANN (Workshop) (2019)
Michal Walczak, Helmut Grubmüller
BASDet: Bayesian approach(es) for structure determination from single molecule X-ray diffraction images. Comput. Phys. Commun. 201 (2016)
Michal Walczak
3D Measurement of Geometrical Distortion of Synchrotron-Based Perforated Polymer with Matlab Algorithm. ITIB (1) (2016)
Michal Walczak, Marcin Binkowski, Anna Sulikowska-Drozd, Zygmunt Wróbel
Maximum sphere method for shell patency measurements in viviparous land snails based on X-ray microcomputed tomography imaging. Comput. Biol. Medicine 64 (2015)