Patrick Reiser

Postdoc, Karlsruher Institut für Technologie

Joined

September 2022

Names

Patrick Reiser (Preferred)

Patrick Nicholas Reiser

Emails

****@web.de (Confirmed)

****@kit.edu (Confirmed)

****@t-online.de (Confirmed)

Personal Links

Google Scholar

DBLP

Career & Education History

Postdoc

Karlsruher Institut für Technologie (kit.edu)

2020 – Present

Advisors, Relations & Conflicts

Postdoc Advisor

Pascal Friederich

2020 – Present

Expertise

Graph neural networks

2020 – Present

Publications

Connectivity Optimized Nested Line Graph Networks for Crystal Structures
Robin Ruff, Patrick Reiser, Jan Stuehmer, Pascal Friederich
- AI4Mat-2023 Poster
- Readers: Everyone
Neural networks trained on synthetically generated crystals can extract structural information from ICSD powder X-ray diffractograms
Henrik Schopmans, Patrick Reiser, Pascal Friederich
- Published: 01 Jan 2023, Last Modified: 15 May 2023
- CoRR 2023
- Readers: Everyone
Connectivity Optimized Nested Graph Networks for Crystal Structures
Robin Ruff, Patrick Reiser, Jan Stühmer, Pascal Friederich
- Published: 01 Jan 2023, Last Modified: 15 May 2023
- CoRR 2023
- Readers: Everyone
MEGAN: Multi Explanation Graph Attention Network
Jonas Teufel, Luca Torresi, Patrick Nicholas Reiser, Pascal Friederich
- Published: 22 Nov 2022, Last Modified: 05 May 2023
- AI4Mat 2022 Poster
- Readers: Everyone
MEGAN: Multi Explanation Graph Attention Network
Jonas Teufel, Luca Torresi, Patrick Nicholas Reiser, Pascal Friederich
- Published: 01 Feb 2023, Last Modified: 13 Feb 2023
- Submitted to ICLR 2023
- Readers: Everyone
Graph neural networks for materials science and chemistry
Patrick Reiser, Marlen Neubert, André Eberhard, Luca Torresi, Chen Zhou, Chen Shao, Houssam Metni, Clint van Hoesel, Henrik Schopmans, Timo Sommer, Pascal Friederich
- 2022 (modified: 14 Sept 2022)
- CoRR 2022
- Readers: Everyone
MEGAN: Multi-Explanation Graph Attention Network
Jonas Teufel, Luca Torresi, Patrick Reiser, Pascal Friederich
- Published: 01 Jan 2022, Last Modified: 15 May 2023
- CoRR 2022
- Readers: Everyone
Graph neural networks in TensorFlow-Keras with RaggedTensor representation (kgcnn)
Patrick Reiser, André Eberhard, Pascal Friederich
- 2021 (modified: 14 Sept 2022)
- Softw. Impacts 2021
- Readers: Everyone
Implementing graph neural networks with TensorFlow-Keras
Patrick Reiser, André Eberhard, Pascal Friederich
- 2021 (modified: 14 Sept 2022)
- CoRR 2021
- Readers: Everyone
Analyzing dynamical disorder for charge transport in organic semiconductors via machine learning
Patrick Reiser, Manuel Konrad, Artem Fediai, Salvador León, Wolfgang Wenzel, Pascal Friederich
- 2021 (modified: 14 Sept 2022)
- CoRR 2021
- Readers: Everyone

Patrick Reiser

Names

Emails

Personal Links

Career & Education History

Advisors, Relations & Conflicts

Expertise

Publications

Co-Authors