663 citations · 1.7k across the 24 of their papers we have counts for
3 papers · 1 filter
Implementing graph neural networks with TensorFlow-Keras
Patrick Reiser, Andre Eberhard, Pascal Friederich
Graph neural networks are a versatile machine learning architecture that received a lot of attention recently. In this technical report, we present an implementation of convolution…
Analyzing dynamical disorder for charge transport in organic semiconductors via machine learning
Patrick Reiser, Manuel Konrad, Artem Fediai +3
Organic semiconductors are indispensable for today's display technologies in form of organic light emitting diodes (OLEDs) and further optoelectronic applications. However, organic…
Machine learning for rapid discovery of laminar flow channel wall modifications that enhance heat transfer
Yuri Koide, Arjun J. Kaithakkal, Matthias Schniewind +3
Numerical simulation of fluids plays an essential role in modeling many physical phenomena, which enables technological advancements, contributes to sustainable practices, and expa…