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Titlebook: Laser Interactions with Atoms, Solids and Plasmas; Richard M. More Book 1994 Springer Science+Business Media New York 1994 Coulomb.condens

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M. C. Downer,H. Ahn,D. H. Reitze,D. M. Riffe,X. Y. Wangacross super-computers like Titan, and Summit. We deep dive into the kernels of select four benchmarks to answer questions like: Where does the benchmark spend most of its cycles? What is the parallelization strategy used? Why is one programming model more performant than the other? By identifying t
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Chandre Dharma-wardanausing ground truth data, we make use of photometric loss between two consecutive image frames, consistency loss in bidirectional flow estimates and spatial smoothness loss to construct the total unsupervised loss function. The approach shows significant potential and advantages for fluid flow estima
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Jacques Bauche,Claire Bauche-Arnoultns and to increase their accuracy. The complexity of the setup is successively increased along three cases and the impact of the number of feature maps, the type of loss function, and the number of training data on the prediction accuracy is investigated. An optimal choice of the parameters leads to
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J. C. Gauthier,A. Rousse,F. Falliès,J. P. Geindre,P. Audebert,A. Mysyrowicz,G. Grillon,J. P. Chambarnown quantities from DNS simulation. The objective is to optimize the five parameters in turbulence closures using the PINN leveraging limited data available from costly high-fidelity DNS data. We validated this method on two test cases of flow over bump. The recommended values were found to be . = 
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L. Bonnetcation protocol MPI when storing and retrieving objects. Albeit we compare the MPI for a communication use case, we can still evaluate the impact of data communication and, therewith, the efficiency of data transfer for data access patterns. We accomplish this by modeling the impact of data transfer
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H. A. Baldis,W. Rozmus,C. Labaune,Ph. Mounaix,D. Pesme,S. Baton,V. T. Tikhonchuk training and evaluation of machine learning algorithms to classify the risk of a hospitalized patient getting sepsis using the EHRs from two hospitals released in the cardiology challenge 2019 for early sepsis prediction from clinical data. Additionally, we focus on structuring the data in units an
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High Intensity Lasers, scale of operation and associated costs is achieved if one compares such lasers with more conventional nanosecond pulsed laser systems with the same peak intensity. A visible light pulse of duration 100 fs (10. s), when focussed close to the diffraction limit, requires only 100 mJ of energy to deli
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