Jonas Lederer
Jonas Lederer
Doctoral Researcher
- Quantum Chemistry
- Materials Science
- Physics
- Machine Learning
Malte Esders, Thomas Schnake, Jonas Lederer, Adil Kabylda, Grégoire Montavon, Alexandre Tkatchenko, Klaus-Robert Müller
Analyzing Atomic Interactions in Molecules as Learned by Neural Networks
Thomas Schnake, Farnoush Rezaei Jafaria, Jonas Lederer, Ping Xiong, Shinichi Nakajima, Stefan Gugler, Grégoire Montavon, Klaus-Robert Müller
Towards Symbolic XAI -- Explanation Through Human Understandable Logical Relationships Between Features
Klara Bonneau, Jonas Lederer, Clark Templeton, David Rosenberger, Klaus-Robert Müller, Cecilia Clementi
Peering inside the black box: Learning the relevance of many-body functions in Neural Network potentials
Kristof T. Schütt, Stefaan S.P. Hessmann, Niklas W.A. Gebauer, Jonas Lederer, Michael Gastegger
SchNetPack 2.0: A neural network toolbox for atomistic machine learning
Thomas Schnake, Oliver Eberle, Jonas Lederer, Shinichi Nakajima, Kristof T. Schütt, Klaus-Robert Müller, Gregoire Montavon