Zobrazeno 1 - 10
of 18 540
pro vyhledávání: '"Eich"'
Publikováno v:
EPJ Web of Conferences, Vol 295, p 06005 (2024)
The usage of Deep Neural Networks (DNNs) as multi-classifiers is widespread in modern HEP analyses. In standard categorisation methods, the high-dimensional output of the DNN is often reduced to a one-dimensional distribution by exclusively passing t
Externí odkaz:
https://doaj.org/article/75254aa1670543908b436be7ab73e709
Publikováno v:
EPJ Web of Conferences, Vol 295, p 09001 (2024)
The continuous growth in model complexity in high-energy physics (HEP) collider experiments demands increasingly time-consuming model fits. We show first results on the application of conditional invertible networks (cINNs) to this challenge. Specifi
Externí odkaz:
https://doaj.org/article/90df62e17576445dbb6da43fb702e132
Mean field games (MFGs) tractably model behavior in large agent populations. The literature on learning MFG equilibria typically focuses on finding Nash equilibria (NE), which assume perfectly rational agents and are hence implausible in many realist
Externí odkaz:
http://arxiv.org/abs/2411.07099
Autor:
Alshehri, Azzah, Bürger, Jan, Chopra, Saransh, Eich, Niclas, Eppelt, Jonas, Erdmann, Martin, Eschle, Jonas, Fackeldey, Peter, Farkas, Maté, Feickert, Matthew, Fillinger, Tristan, Fischer, Benjamin, Gerlach, Lino Oscar, Hartmann, Nikolai, Heidelbach, Alexander, Held, Alexander, Ivanov, Marian I, Molina, Josué, Nikitenko, Yaroslav, Osborne, Ianna, Padulano, Vincenzo Eduardo, Pivarski, Jim, Praz, Cyrille, Rieger, Marcel, Rodrigues, Eduardo, Shadura, Oksana, Smieško, Juraj, Stark, Giordon Holtsberg, Steinfeld, Judith, Warkentin, Angela
The second PyHEP.dev workshop, part of the "Python in HEP Developers" series organized by the HEP Software Foundation (HSF), took place in Aachen, Germany, from August 26 to 30, 2024. This gathering brought together nearly 30 Python package developer
Externí odkaz:
http://arxiv.org/abs/2410.02112
Autor:
Eich, Thomas, Body, Thomas, Faitsch, Michael, Grover, Ondrej, Miller, Marco Andres, Manz, Peter, Looby, Tom, Kuang, Adam Qingyang, Redl, Andreas, Reinke, Matt, Creely, Alex J., Battaglia, Devon, Hillesheim, Jon, Wigram, Mike, Hughes, Jerry W., team, the ASDEX Upgrade
Fusion power plants require ELM-free, detached operation to prevent divertor damage and erosion. The separatrix operational space (SepOS) is proposed as a tool for identifying access to the type-I ELM-free quasi-continuous exhaust regime. In this wor
Externí odkaz:
http://arxiv.org/abs/2407.13539
Autor:
Body, Thomas, Eich, Thomas, Kuang, Adam Q, Looby, Thomas, Kryjak, Mike, Dudson, Benjamin D, Reinke, Matthew
Fusion power plants will require detachment to mitigate sputtering and keep divertor heat fluxes at tolerable levels. Controlling detachment on these devices may require the use of real-time scrape-off-layer modeling to complement the limited set of
Externí odkaz:
http://arxiv.org/abs/2406.16375
Autor:
Pfeiffer, Maurice, Wu, Xinyan, Ebrahimi, Fatemeh, Mameka, Nadiia, Eich, Manfred, Petrov, Alexander
Chemical interface damping is a change in the effective collision frequency of conduction band electrons in metal originating from a chemical change of the metal interface. In this work, we present in-situ ellipsometric measurements that reveal the c
Externí odkaz:
http://arxiv.org/abs/2404.06799
Autor:
Ebrahimi, Fatemeh, Wu, Xinyan, Pfeiffer, Maurice, Renner, Hagen, Mameka, Nadiia, Eich, Manfred, Petrov, Alexander
The generation and utilization of hot charge carriers in plasmonic materials have emerged as a topic of significant importance, with profound implications across multiple disciplines, including optoelectronics, photovoltaics, photocatalysis, and sens
Externí odkaz:
http://arxiv.org/abs/2404.03435