Abstract Reservoir computing is a machine learning method that is well-suited for complex time series prediction tasks.Both delay embedding and the projection of input data into a higher-dimensional space play important roles in enabling accurate predictions.We establish simple post-processing methods that train on past node states Lower Slide Tube
The Contribution to the Procedure of Capacity Determination at Unsignalized Priority-controlled Intersections
The problem of minor vehicles crossing or merging into themajor stream at unsignalized priority-controlled intersections iswell-known.Numerous solutions involve various assumptionsconcerning the major headway distributions, number of majorlanes, critical gap distributions, etc.Such cases can be dividedinto two main groups: intersections with two st
Highly efficient and expedited hepatic differentiation from human pluripotent stem cells by pure small-molecule cocktails
Abstract Background The advent of human-induced pluripotent stem cells holds great promise for producing ample individualized hepatocytes.Although previous efforts have succeeded in Balloons Latex generating hepatocytes from human pluripotent stem cells in vitro by viral-based expression of transcription factors and/or addition of growth factors du
A new juvenile sauropod specimen from the Middle Jurassic Dongdaqiao Formation of East Tibet
Jurassic strata are widely distributed in the eastern part of Tibet Autonomous Region, and have yielded many dinosaur bones.However, none of these KLMUG specimens has been studied extensively, and some remain unprepared.Here we provide a detailed description of some new sauropod material, including several cervical vertebrae and a nearly complete s
Basic Research Tools for Earthworm Ecology
Earthworms are responsible for soil development, recycling organic matter KLMUG and form a vital component within many food webs.For these and other reasons earthworms are worthy of investigation.Many technologically-enhanced approaches have been used within earthworm-focused research.These have their place, may be a development of existing practic