同时 VAR 展现出类似 LLM 的 Scaling Laws 和零样本任务泛化能力。 论文2:Stochastic Taylor Derivative Estimator: Efficient amortization for arbitrary differential operators 作者:Zekun Shi, Zheyuan Hu, Min Lin, Kenji Kawaguchi 机构:新加坡国立大学、 Sea AI Lab 论文地址:https://arxiv.org/abs/2412.00088 ...
Physics-based scaling laws for confined and unconfined transverse jetsTransverse wavesConsistencyDeflectionDragEntrainmentGas turbinesLaw enforcementMixingMomentum transferOptimizationAn experimental study was conducted to explore the mixing properties of single and multiple confined transverse jets. A new physics-...
Scaling or smiliarity laws of plasmas are of interest if lab size plasma sources are to be scaled for industrial processes. Ideally, the discharge parameters of the scaled plasmas are predictable and the fundamental physical processes are unaltered. Naturally, there are limitations and ranges of ...
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The observation at the macroscopic level demonstrates that the aggregated urban quantities (e.g., gross domestic product) scale systematically with population sizes across cities, also known as urban scaling laws. However, at the mesoscopic level, we lack an understanding of whether the simple ...
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Scaling and power-laws in ecological systems Scaling relationships (where body size features as the independent variable) and power-law distributions are commonly reported in ecological systems. In th... PA Marquet,RA Quiñones,SR Abades,... - 《Journal of Experimental Biology》 被引量: 3086发...
Effects of CCPC on scaling laws are therefore remaining unexamined, and it is also not clear whether multi-junction PV cells/modules share the same scaling law with monocrystalline PV cells/modules. As a concentrating technique, compound parabolic concentrators (CPC) have increasingly been developed ...
The field (geometrical) theory of specific heat is based on the universal thermal sum, a new mathematical tool derived from the evolution equation in the Euclidean four-dimensional spacetime, with the closed time coordinate. This theory made it possible
Scaling laws of waste production differ across waste types We found universal scaling laws of waste production globally across diverse urban systems spanning all three major forms of waste that we considered: wastewater (Fig.1b), municipal solid waste (MSW; Fig.1c), and greenhouse gas (GHG) ...