Abstract: Disclosed is a neural network model optimization method based on an annealing process for a stainless steel ultra-thin strip, which belongs to the technical field of data analysis. Aiming at the defects of a size effect caused by a difference of the stainless steel ultra-thin strip from a macroscopic size, a poor adaptability of a common stainless steel mechanical property prediction method and the like, and a good capability of a neural network for processing a complex nonlinear problem, the method comprises modeling various factors influencing annealing of the stainless steel ultra-thin strip by utilizing an artificial neural network, thus predicting and controlling a mechanical property and a microscopic structure after annealing.

Abstract: A cardan joint steering titanium alloy hand and foot cooperatively operated bicycle capable of being ridden with one leg comprises a bicycle front wheel, a front wheel fork frame, a bicycle rear wheel, a frame body, a seat cushion assembly, a steering handlebar, paired chain wheels and a rear wheel fork frame. The upper end of a front fork rotating shaft and the lower end of an assisting stem are connected through a cardan joint component, symmetric ratchet wheels are provided on the two sides of the bicycle rear wheel, the paired chain wheels are fixed to the two sides of a frame middle shaft, pedal shaft pins are symmetrically provided on the outer sides of the paired chain wheels, and the paired chain wheels and the symmetric ratchet wheels are connected through symmetric chains.

Abstract: The present invention relates to a cardan joint steering titanium alloy hand and foot cooperatively operated bicycle capable of being ridden with one leg, which comprises a bicycle front wheel (10), a front wheel fork frame (11), a bicycle rear wheel (20), a frame body (30), a seat cushion assembly (50), a steering handlebar (70), paired chain wheels (80) and a rear wheel fork frame (90). The upper end of a front fork rotating shaft (13) and the lower end of an assisting stem (76) are connected through a cardan joint component (77), symmetric ratchet wheels (21) are provided on the two sides of the bicycle rear wheel (20), the paired chain wheels (80) are fixed to the two sides of a frame middle shaft (88), pedal shaft pins (84) are symmetrically provided on the outer sides of the paired chain wheels (80), and the paired chain wheels (80) and the symmetric ratchet wheels (21) are connected through symmetric chains (23).

Abstract: Provided herein are compositions, systems, and methods for high throughput screening. In particular, provided herein are microfluidic devices for high throughput analysis of multiplex chemical (e.g., drug interactions) across a wide range of concentrations.

Abstract: A solution to deduplication in a storage system is disclosed herein. In this solution, a controller stores, at a first storage address, a data block that is written for the first time, and inserts, in a fingerprint table, a first fingerprint of first data that is written for the first time, but does not establish a mapping relationship between the first fingerprint and the first storage address. When receiving subsequently written second data to be written, the controller allocates a second storage address to the duplicate second data, stores the second data at the second storage address, and establishes a mapping relationship between the first fingerprint and the second storage address in the fingerprint table. This reduces an amount of data in the fingerprint table.

Abstract: A solution to deduplication in a storage system is disclosed herein. In this solution, a controller stores, at a first storage address, a data block that is written for the first time, and inserts, in a fingerprint table, a first fingerprint of first data that is written for the first time, but does not establish a mapping relationship between the first fingerprint and the first storage address. When receiving subsequently written second data to be written, the controller allocates a second storage address to the duplicate second data, stores the second data at the second storage address, and establishes a mapping relationship between the first fingerprint and the second storage address in the fingerprint table. This reduces an amount of data in the fingerprint table.

Abstract: Systems and methods are disclosed for providing operating system independent error control in computing devices. One embodiment is a method comprising: defining with a reliability, availability and serviceability (RAS) controller a first memory region for correctable errors and a second memory region for uncorrectable errors; receiving an error indication at the RAS controller; determining with the RAS controller whether the received error indication is a correctable error; and in response to the determination, if the received error indication is a correctable error, writing with the RAS controller information about the correctable error to the first memory region, and if the received error indication is an uncorrectable error, writing with the RAS controller information about the uncorrectable error to the second memory region and sending an interrupt request from the RAS controller to an operating system executing on a processor.

Abstract: Systems and methods are disclosed for providing operating system independent error control in computing devices. One embodiment is a method comprising: defining with a reliability, availability and serviceability (RAS) controller a first memory region for correctable errors and a second memory region for uncorrectable errors; receiving an error indication at the RAS controller; determining with the RAS controller whether the received error indication is a correctable error; and in response to the determination, if the received error indication is a correctable error, writing with the RAS controller information about the correctable error to the first memory region, and if the received error indication is an uncorrectable error, writing with the RAS controller information about the uncorrectable error to the second memory region and sending an interrupt request from the RAS controller to an operating system executing on a processor.

Abstract: The magic cube combo mattress of the present invention is made of a cover and a fillings, the cover is formed by a top cover and a bottom cover, a second slide fastener that forms a cavity in the top cover is provided on the bottom surface of the top cover. A first slide faster that connects the top cover and the bottom cover is provided on the cover. The first slide fastener which connects the top cover and bottom cover is fixed outside of the second slide fastener on the top cover. The fillings are formed by a whole sponge (or other wadding), plurality of combo mat (or plurality of other wadding). The whole sponge is correspondingly fixed within the top cover. The combo mat is correspondingly fixed within the bottom cover. Two slide fasteners are fixed on the cover, formed by top cover and bottom cover, the fillings of top and bottom cover are separable. Thus it is easy to package, move and cleaning.

Abstract: An apparatus and a method for implementing a flexible page layout. The apparatus includes: a page presentation unit, for providing at least one presentation mode of the page layout; a page control unit connected with the page presentation unit, for selecting resources supported by the user terminal, loading the resources to the page presentation unit, and generating a display page for providing to the user. The method includes: providing at least one presentation mode of the page layout; selecting resources supported by the user terminal, loading the resources according to the at least one presentation mode, and generating a display page. According to the invention, page layout diversification may be realized and various types of contents may be loaded in a page flexibly.