no code implementations • 28 May 2023 • Naweiluo Zhou, Florent Dufour, Vinzent Bode, Peter Zinterhof, Nicolay J Hammer, Dieter Kranzlmüller
Cloud computing provisions computer resources at a cost-effective way based on demand.
no code implementations • 15 Jan 2023 • Soronzonbold Otgonbaatar, Dieter Kranzlmüller
Furthermore, the key contribution of this paper is twofold: (I) we reduced a number of trainable parameters of PINNs by using a quantum-inspired tensor network, and (II) we improved the spectral resolution of remotely-sensed images by employing tensor decomposition.
no code implementations • 12 Aug 2022 • Simone Müller, Dieter Kranzlmüller
We present a concept for transferring multi-sensor data into a commonly referenced world coordinate system: the earth's magnetic field.
1 code implementation • 4 Mar 2021 • Agastya P. Bhati, Shunzhou Wan, Dario Alfè, Austin R. Clyde, Mathis Bode, Li Tan, Mikhail Titov, Andre Merzky, Matteo Turilli, Shantenu Jha, Roger R. Highfield, Walter Rocchia, Nicola Scafuri, Sauro Succi, Dieter Kranzlmüller, Gerald Mathias, David Wifling, Yann Donon, Alberto Di Meglio, Sofia Vallecorsa, Heng Ma, Anda Trifan, Arvind Ramanathan, Tom Brettin, Alexander Partin, Fangfang Xia, Xiaotan Duan, Rick Stevens, Peter V. Coveney
The race to meet the challenges of the global pandemic has served as a reminder that the existing drug discovery process is expensive, inefficient and slow.
no code implementations • 16 Oct 2019 • Tobias Weber, Dieter Kranzlmüller, Michael Fromm, Nelson Tavares de Sousa
Both applications perform at scale with the proposed models which are available for re-use.