Michal Walczak

According to our database, Michal Walczak authored at least 7 papers between 2015 and 2023.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2023

Informed Machine Learning - A Taxonomy and Survey of Integrating Prior Knowledge into Learning Systems.

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

IEEE Trans. Knowl. Data Eng., 2023

2021

Calibrated Simplex Mapping Classification.

Raoul Heese, Michal Walczak, Michael Bortz, Jochen Schmid

CoRR, 2021

2019

Optimized data exploration applied to the simulation of a chemical process.

Raoul Heese, Michal Walczak, Tobias Seidel, Norbert Asprion, Michael Bortz

Comput. Chem. Eng., 2019

The Good, the Bad and the Ugly: Augmenting a Black-Box Model with Expert Knowledge.

Raoul Heese, Michal Walczak, Lukas Morand, Dirk Helm, Michael Bortz

Proceedings of the Artificial Neural Networks and Machine Learning - ICANN 2019 - 28th International Conference on Artificial Neural Networks, Munich, Germany, September 17-19, 2019, Proceedings, 2019

2016

BASDet: Bayesian approach(es) for structure determination from single molecule X-ray diffraction images.

Michal Walczak, Helmut Grubmüller

Comput. Phys. Commun., 2016

3D Measurement of Geometrical Distortion of Synchrotron-Based Perforated Polymer with Matlab Algorithm.

Michal Walczak

Proceedings of the Information Technologies in Medicine - 5th International Conference, 2016

2015

Maximum sphere method for shell patency measurements in viviparous land snails based on X-ray microcomputed tomography imaging.

Michal Walczak, Marcin Binkowski, Anna Sulikowska-Drozd, Zygmunt Wróbel

Comput. Biol. Medicine, 2015