[4] Weinan, Ee. A proposal on machine learning via dynamical systems. Communications in Mathematics and Statistics. [5] Maass, Wolfgang. Networks of spiking neurons: the third generation of neural network models. Neural networks. 方向三:大模型的高效计算问题 现在大模型动辄包含十亿、百亿甚至千亿参数。
Scaling laws for lens systems Of course one could counter this degradation by increasing the complexity of the optica...B. Ha and Y. Li. Scaling laws for lens systems. Applied ... AW Lohmann - 《Applied Optics》 被引量: 180发表: 1989年 Scaling laws governing stochastic growth and division...
Since some twenty years the literature on scaling laws is booming, especially regarding their applications to urban systems. Is this a real breakthrough in
The scaling laws for J and K can be guessed in part from the scaling we already assume for 〈R2〉 and in part from the polymer–magnetic system critical point analogy.13 As in Table 1, E0, which is the Laplace variable conjugate to the chain contour length, is identified with T − ...
In the effort to test the universality of urban scaling laws against a greater diversity of urban systems, some studies suggest that, in rapidly developing urban systems such as those in China (Lang et al., 2019; Lei et al., 2021; Zhao et al., 2018; Zünd & Bettencourt, 2019), India...
Elegant insights into the behavior of complex systems, such as metal 3D printing, can be provided by low-dimensional patterns expressed as compact mathematical equations or scaling laws. This adds simplicity to highly multivariate and/or multi-dimensional systems and helps guide process tailoring ...
Scaling laws in intra-urban systems and over time at the district level in Shanghai, China. Phys. Stat. Mech. Its Appl. 560, 125162 (2020). Article Google Scholar Jiao, L. et al. Assessment of urban land use efficiency in China: A perspective of scaling law. Habitat Int. 99, 10217...
weak-lensing detection and over-density at the lens position in the luminosity map, to remove false detections and galaxy-scale systems from the initial sample. We use this reduced sample to probe the optical scaling relations in combination with a sample of massive galaxy clusters. We detect ...
Fourthly, the scaling law obtained is compared with the existing one and the difference in the scaling laws between the monocrystalline and triple junction PV cells is clarified. Finally, the proposed scaling law is applied to predict the electrical performance of two roof-top CPV/T systems, ...
Researching Scaling Laws for Nanotechnology Does anyone know of any particularly good texts on scaling laws? I'm doing some research into nanotechnology, and I'd like some valuable references. If you're unfamiliar, scaling laws are just like they sound: mathematical relationships describing, as ...