Patrick Reiser

Publication Activity (10 Years)

Years Active: 2021-2023
Publications (10 Years): 9

Top Topics

Materials Science

Graphical Representation

Top Venues

Mach. Learn. Sci. Technol.

Publications

Henrik Schopmans, Patrick Reiser, Pascal Friederich
Neural networks trained on synthetically generated crystals can extract structural information from ICSD powder X-ray diffractograms. CoRR (2023)
Robin Ruff, Patrick Reiser, Jan Stühmer, Pascal Friederich
Connectivity Optimized Nested Graph Networks for Crystal Structures. CoRR (2023)
Jonas Teufel, Luca Torresi, Patrick Reiser, Pascal Friederich
MEGAN: Multi-explanation Graph Attention Network. xAI (2) (2023)
Artem Fediai, Patrick Reiser, Jorge Enrique Olivares Peña, Wolfgang Wenzel, Pascal Friederich
Interpretable delta-learning of GW quasiparticle energies from GGA-DFT. Mach. Learn. Sci. Technol. 4 (3) (2023)
Jonas Teufel, Luca Torresi, Patrick Reiser, Pascal Friederich
MEGAN: Multi-Explanation Graph Attention Network. CoRR (2022)
Patrick Reiser, Marlen Neubert, André Eberhard, Luca Torresi, Chen Zhou, Chen Shao, Houssam Metni, Clint van Hoesel, Henrik Schopmans, Timo Sommer, Pascal Friederich
Graph neural networks for materials science and chemistry. CoRR (2022)
Patrick Reiser, André Eberhard, Pascal Friederich
Graph neural networks in TensorFlow-Keras with RaggedTensor representation (kgcnn). Softw. Impacts 9 (2021)
Patrick Reiser, Manuel Konrad, Artem Fediai, Salvador León, Wolfgang Wenzel, Pascal Friederich
Analyzing dynamical disorder for charge transport in organic semiconductors via machine learning. CoRR (2021)
Patrick Reiser, André Eberhard, Pascal Friederich
Implementing graph neural networks with TensorFlow-Keras. CoRR (2021)