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2020 – today
- 2023
[j4]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): 614-633 (2023)- 2021
- [i3]Raoul Heese, Michal Walczak, Michael Bortz, Jochen Schmid:
Calibrated Simplex Mapping Classification. CoRR abs/2103.02926 (2021)
2010 – 2019
- 2019
- [j3]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: 326-342 (2019) - [c2]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: 391-395 - [i2]Raoul Heese, Michal Walczak, Tobias Seidel, Norbert Asprion, Michael Bortz:
Optimized data exploration applied to the simulation of a chemical process. CoRR abs/1902.06453 (2019) - [i1]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 abs/1907.11105 (2019) - 2016
- [j2]Michal Walczak, Helmut Grubmüller:
BASDet: Bayesian approach(es) for structure determination from single molecule X-ray diffraction images. Comput. Phys. Commun. 201: 159-166 (2016) - [c1]Michal Walczak:
3D Measurement of Geometrical Distortion of Synchrotron-Based Perforated Polymer with Matlab Algorithm. ITIB (1) 2016: 245-252 - 2015
- [j1]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: 187-196 (2015)
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