Abstract: A method, apparatus and system providing an open system architecture, referred to as X-centric architecture, that offers, supports or enables anything-as-a-service (XaaS) and can be centric to a variety of roles to support various operation scenarios. A cloud-based implementation of the X-centric network architecture is provided.

Abstract: The present application relates to the field of lithium-ion batteries and discloses a lithium-ion battery cathode material, a preparation method thereof, and a lithium-ion battery. A ratio of surface Ni3+ content of the cathode material to internal Ni3+ content of the cathode material is (0.95 to 1):1, and a content of disordering nickel in the cathode material is less than or equal to 3%. The lithium-ion battery cathode material has the similar surface Ni3+ content and internal Ni3+ content, and has a low content of disordering nickel, thereby avoiding the generation of a NiO passivation layer in the cathode material and reducing the phenomenon of loss of surface active lithium. The lithium-ion battery containing such a cathode material has improved capacity, rate capacity, and cycle performance.

Abstract: Techniques for code-free automated machine learning (ML) are described. Users can train high-quality ML models and pipelines without necessarily needing to write code by providing a training dataset to a code-free machine learning service. The service may deploy an ML orchestration function and a storage location on behalf of a user. When a modification is made to the storage bucket, such as by the user providing a training dataset, the orchestration function is invoked and can automatically initiate an AutoML process using at least the training data to train multiple ML model variants. The resultant ML model(s) and associated metrics can be provided to the user, deployed behind an endpoint, and/or used to generate inferences.

Abstract: The present disclosure relates to a method for predicting an amount of water-sealed gas in a high-sulfur water-bearing gas reservoir. The method solves the problem that no method has yet been proposed for predicting the amount of water-sealed gas in a high-sulfur water-bearing gas reservoir. According to the technical solution, the method includes: considering that the volume of the gas reservoir does not change during the production of the constant-volume gas reservoir, deriving, based on a material balance method, a material balance equation of the high-sulfur water-bearing gas reservoir in consideration of water-sealed gas and water-soluble gas, solving and drawing a chart of water-sealed gas in the high-sulfur water-bearing gas reservoir by an iterative algorithm, obtaining a recovery factor of the high-sulfur water-bearing gas reservoir in consideration of water-sealed gas and water-soluble gas, and further obtaining the amount of water-seal gas in the high-sulfur water-bearing gas reservoir.

Abstract: The present invention provides a hypersonic large internal contraction ratio air inlet channel having stepless adjustable air release valve, including an air inlet channel front body, an air-discharging slit cover plate, sidewalls, a lip cover, air-discharging cavities, valve plates, partition plates, a rotatable shaft, an expansion section and a driver. The valve plates are rotated through the driver according to the actual working conditions of air inlet channel, the minimum cross-section of the air discharging flow path is thus changed, and a stepless dynamic adjustment of the air discharging flow of the air inlet channel can be realized, so that the aerodynamic performance of the air inlet channel is improved, and the air discharging resistance of the air vehicle is reduced.

Abstract: A method, apparatus and system providing an open system architecture, referred to as X-centric architecture, that offers, supports or enables anything-as-a-service (XaaS) and can be centric to a variety of roles to support various operation scenarios. A service supported by the X-centric architecture is referred to as an XaaS service. Embodiments of the X-centric architecture involve a modular design which is extensible and adaptable. Embodiments provide or facilitate a new service module to be added dynamically to offer, support or enable XaaS services without the need to modify or redesign the system architecture.

Abstract: A method, system and apparatus for substrate processing that includes a susceptor, a thermal protection plate disposed above the susceptor, the thermal protection plate includes a first lift pin through-hole extending from a top surface of the thermal protection plate to a bottom surface of the thermal protection plate, the susceptor includes a second lift pin through-hole and a plate lift member through-hole, and a plate lift member configured to slidably engage the plate lift member through-hole.

Abstract: Various embodiments of the present technology may provide a susceptor assembly. The susceptor assembly may include a susceptor plate and a cap disposed on a surface of the susceptor plate. The cap may have electrodes embedded within it. The susceptor plate may have heating elements embedded within it. The cap may be separated from the susceptor plate by an air gap formed by a plurality of dielectric spacers. The plurality of dielectric spacers may be sized for minimal contact on the cap.

Abstract: Mechanophoric compounds featuring one or more, or two or more, clickable group(s), which are capable of being coupled to naturally occurring, synthetic and/or metallic substrates via Click chemistry, method of preparing mechanophoric matrices using the mechanophoric compounds, and mechanophoric matrices obtainable thereby, and uses thereof for detecting force-induced damage in the matrices by a colorimetric change are provided.

Abstract: A method and apparatus for managing network resources in a location based multiple access (LOMA) radio access network is provided. The method includes receiving traffic data and signal-to-noise (SNR) data from one or more LOMA wireless entities associated with the LOMA RAN, generating training data based on the received traffic data and SNR data and storing the training data, generating or updating a multi-layer LOMA map based on the training data, the multi-layer LOMA map including multiple layers, each layer including one or more LOMA zones, and each LOMA zone in an upper layer of the multi-layer LOMA map associated with one or more LOMA zones in a lower layer of the multi-layer LOMA map and transmitting the generated or updated multi-layer LOMA map to the one or more LOMA wireless entities. There is also provided methods for downlink and uplink data transmissions enabled by a multi-layer LOMA map.

Abstract: The present invention provides a full-automatic cell production line, comprising a culture region and an operation region. The culture region comprises a B-stage platform body, and the B-stage platform body comprises a culture area, a refrigeration area, and a robot provided with a motion track. The motion track of the robot is linearly arranged. The culture area, the refrigeration area, and a manual delivery window all surround the track, and are all located in the operation region of the robot. The operation region is integrated with a liquid storage table, a cell factory liquid changing device, and a centrifugal bottle liquid changing device. The delivery window is used between the culture region and the operation region to deliver a material. The technical solution of the present invention is mainly used for full-automatic batch production of cells.

Abstract: A ribosome extraction method is provided. In the ribosome extraction method, cucumber cubes and a phosphate buffer saline (PBS) solution are mixed and slurried, and an 80S cucumber ribosome is prepared by first centrifugation, second centrifugation, third centrifugation, ultracentrifugation, and fourth centrifugation. The extracted 80S cucumber ribosome is relatively complete and high in yield, and about 2400 OD260 of 80S ribosome can be extracted from 500 g of cucumbers, so that the problems of difficult extraction and low yield of the ribosome are solved, and a foundation is laid for protein structure determination and function analysis.

Abstract: A method and apparatus for estimating a location using a network function. In the method, at least one positioning apparatus registers to a management function by sending a registration message and transmit a location information message containing an indication of geographic location of said positioning apparatus; the management function gets the at least one positioning apparatus registered according to the received registration message, and sends a response message including information associated with a transmission of the location information message to the at least one positioning apparatus. The location information message is transmitted by the at least one positioning apparatus to a mobile device according to the information included in the response message.

Abstract: Methods and System for enhanced navigation and traffic management are provided. A controller obtains input indicative of conditions on a physical road, traffic status information associated with the physical road and requirements of a mobile device. Based at least in part on the input, one or more virtual lanes defining respective routes along the physical road are determined. The virtual lanes are communicated to mobile devices which follow them in place of painted lanes. The virtual lanes can be dynamically updated for example to avoid obstacles. Different lanes can correspond to different priorities of traffic.

Abstract: A method of three-dimensional reconstruction of capsule endoscope images is described. The method combines two algorithms for obtaining image depth information values to improve the calculation accuracy of image depth values, and thus to increase the image three-dimensional reconstruction rate and improve the image identification precision.

Abstract: The present disclosure provides a degradable near-infrared photosensitizer, a preparation method, and an application thereof, and relates to the technical field of photosensitizer. The degradable near-infrared photosensitizer may be any one of a porphyrin compound, and a pharmaceutically acceptable salt, a solvate, a non-covalent bonded composite, a complex, and a prodrug of the porphyrin compound, and a structure of the porphyrin compound may be as shown in formula 1: The present disclosure further provides a preparation method for the degradable near-infrared photosensitizer and an application of the degradable near-infrared photosensitizer.

Abstract: The present invention provides an endoscopic image recognition method, an electronic device, and a storage medium. The method includes: performing disease prediction for a plurality of disease categories for a plurality of original images respectively using a first neural network model; establishing test sample sets for the disease categories based on the disease prediction results for the original images, where each test sample set contains image features of a predefined number of original images; performing disease recognition for the test sample sets of the disease categories respectively using a second neural network model; superimposing the disease recognition results for the disease categories to obtain a case diagnosis result; where the second neural network model performs a weighted combination of a plurality of image features within the test sample sets to obtain the disease recognition results. The method improves the accuracy of disease recognition.

Abstract: A method includes an access policy management unit receiving from an access policy entry point (APEP), a request for data management. In response to the request the access policy management unit sends a response to acknowledge a generation of an access control policy for management of the data to the APEP. A data description includes an indication of an owner of the data expects to know a usage of the data. The access control policy is based on a security requirement related to the data, a privacy requirement related to the data, data information or a data operation permission related to the data, when the owner of the data expects to know the usage of the data. When the owner of the data does not expect to know the usage of the data, the policy is based on data information and a data operation permission related to the data.