Here, q is a conditional flow-based generative model of the form \mathbf{u} = q_{x}(\mathbf{\epsilon}), where \epsilon \sim p(\epsilon) = \mathcal{N}(\epsilon; \mathbf{0}, \mathbf{I}) is Gaussian noise. Then, let q(\mathbf{u}|\mathbf{x})=p(q^{-1}_{\mathbf{x}}(\...
In this case, industry standardsFlowinstrumentation built into the Broadcom Tomahawk 3 ASICs in the Arista switches provides line rate visibility. Real-time sFlow telemetry from all ports on all switches in the network stream to a central sFlow analyzer that provides network wide visibility. The o...
Surprisingly however, the velocity swimmer has a near 100% success rate, greatly outperforming the zebrafish-inspired vorticity approach. With the right local flow information, it appears that an RL approach can navigate nearly without fail through a complex, unsteady flow field. However, the ...
In particular, \(\varvec{\mathcal {\varLambda }}\) are trainable variables as the unknowns are constant, but they could also be approximated by a DNN if the unknown is a field. The loss function for solving the inverse problems consists of two parts, i.e., the data loss and the ...
Fila, M., Ishige, K., Kawakami, T., Lankeit, J.: Rate of convergence in the large diffusion limit for the heat equation with a dynamical boundary condition. Asymptot. Anal. 114(1–2), 37–57 (2019) Article MathSciNet Google Scholar Fila, M., Ishige, K., Kawakami, T.: The ...
The mutation operator in the ES algorithm serves to introduce genetic diversity into the parent population, making it a vital source of genetic variation. The mutation is mandatory to ensure that the new offspring is different from its parent. The diversity is controlled using the mutation rate. ...
Rate this question: 13 0 2. The sun is the source of energy on earth. A. True B. False Correct Answer A. True ExplanationThe sun is indeed the source of energy on earth. It emits vast amounts of electromagnetic radiation, including sunlight, which provides heat and light energy...
The impact of these problems can be severe in networks with backlogged traffic; it has been shown that flows closer to the gateway may completely capture the wireless channel at the cost of starving the distant, disadvantaged flows [1]. Without any explicit rate feedback to data sources, this...
We discover that phase diagrams of the flow regimes for different types of grains can be universally presented as functions of the flow rate and the granular-bed thickness when the two quantities are properly renormalized. We further reveal that the meandering shapes are self-similar as was ...
Climate and land use land cover (LULC) changes play a vital role in the hydrology of any river basin. This study was aimed to investigate the impact of cli