Abstract: Techniques are provided for deep neural network (DNN) identification of realistic synthetic images generated using a generative adversarial network (GAN). According to an embodiment, a system is described that can comprise a memory that stores computer executable components and a processor that executes the computer executable components stored in the memory. The computer executable components can comprise, a first extraction component that extracts a subset of synthetic images classified as non-real like as opposed to real-like, wherein the subset of synthetic images were generated using a GAN model. The computer executable components can further comprise a training component that employs the subset of synthetic images and real images to train a DNN network model to classify synthetic images generated using the GAN model as either real-like or non-real like.

Abstract: This disclosure relates to a vapor chamber configured to accommodate a cooling fluid. The vapor chamber includes a first cover, a second cover, a first capillary structure, and a second capillary structure. The second cover and the first cover are attached to each other to form a chamber therebetween. The chamber is configured to accommodate the cooling fluid. The first capillary structure is located in the chamber and stacked on the first cover. The second capillary structure is located in the chamber and stacked on the first capillary structure. The second capillary structure is different from the first capillary structure. A projection of the second capillary structure onto the first cover is smaller than a projection of the first capillary structure onto the first cover.

Abstract: The present disclosure provides a lighting device for reducing bird strikes and a method for reducing bird strikes in a wind farm. The lighting device includes an illuminator, and the illuminator emits red light with a wavelength of 620-750 mm. In the present disclosure, the red light with a wavelength of 620-750 mm is used as a light source of the lighting device to reduce the attraction to birds; therefore, strikes of birds on the position of the lighting device can be reduced, overcoming a longstanding technical prejudice that people have generally accepted that blue light is used as a light source for reducing bird strikes because the red light is easy to attract birds, which are too sensitive to the blue light to be attracted easily.

Abstract: In one aspect, the invention relates to 4-substituted benzoylpiperazine-1-substituted carbonyls, derivatives thereof, and related compounds; synthetic methods for making the compounds; pharmaceutical compositions comprising the compounds; and methods of treating disorders, e.g., various tumors and cancers, associated with ?-catenin/BCL9 protein-protein interaction dysfunction using the compounds and compositions. This abstract is intended as a scanning tool for purposes of searching in the particular art and is not intended to be limiting of the present invention.

Abstract: A vehicle clustering method includes: acquiring vehicle dynamic information, the vehicle dynamic information including vehicle positions and vehicle speeds; clustering vehicles based on the vehicle dynamic information; calculating, based on the vehicle dynamic information, a link reliability and a link stability of the vehicles in a cluster; calculating, based on the link reliability and the link stability, a selection priority index for a cluster head; and selecting a vehicle with a largest selection priority index in the cluster as a cluster head.

Abstract: This application discloses a communications method and apparatus. The method includes: receiving, by a terminal device, PUCCH resource configuration indication information from a network device, where the PUCCH resource configuration indication information is associated with one or more of the following parameters: a downlink channel resource parameter, a demodulation reference signal port-related parameter, and a transport block parameter. A corresponding apparatus is further disclosed. According to the solution in this application, the PUCCH resource configuration indication information is associated with one or more parameters of the downlink channel resource, the demodulation reference signal port-related parameter, and the transport block parameter. When the terminal device sends uplink control information by using a PUCCH resource, a PUCCH resource conflict can be avoided, thereby ensuring transmission reliability.

Abstract: Systems and techniques for providing concurrent image and corresponding multi-channel auxiliary data generation for a generative model are presented. In one example, a system generates synthetic multi-channel data associated with a synthetic version of imaging data. The system also predicts multi-channel imaging data and the synthetic multi-channel data with a first predicted class set or a second predicted class set. Furthermore, the system employs the first predicted class set or the second predicted class set for the synthetic multi-channel data to train a generative adversarial network model.

Abstract: Embodiments of the present application disclose a secondary battery including an electrode assembly, a packaging bag and an electrode lead. The packaging bag includes a first packaging film and a second packaging film, the electrode assembly is disposed between the first packaging film and the second packaging film. The first packaging film and the second packaging bag each include a main body portion, two extending portions and two connecting portions, the main body portion is located on one side of the electrode assembly in a thickness direction, the two connecting portions are respectively located on two sides of the electrode assembly in a transverse direction, the two extending portions respectively extend from two ends of the main body portion in the transverse direction and are respectively connected to the two connecting portions. Each extending portion includes a first arc region, an inclined region and a second arc region.

Abstract: The present application provides a secondary battery, an apparatus and a manufacturing method for a secondary battery, and the secondary battery includes an electrode assembly, a packaging bag and an electrode lead. The packaging bag has a main body portion and a sealing portion. The sealing portion includes a top sealing region and a side sealing region. The top sealing region includes a first top sealing region and a second top sealing region, the second top sealing region extends from the first top sealing region and is connected to the side sealing region. The side sealing region has a first crease line. The top sealing region has a second crease line. An extension line of the first crease line intersects an extension line of the second crease line, and an intersection point is located on one side of the second top sealing region away from the electrode assembly.

Abstract: A method of designing an integrated circuit (IC) device includes specifying a set of criteria corresponding to an IC manufacturing process, using a processor to generate a design rule by applying a design rule instruction to the set of criteria, generating a design rule manual (DRM), the DRM being an electronic file comprising the design rule, using the design rule from the DRM to perform a design rule check (DRC) on a layout of at least a portion of the IC device, and, based on verifying the layout by performing the DRC, storing an IC layout diagram comprising the layout on a non-transitory computer-readable medium.

Abstract: Techniques for the storage management involve, in response to detecting that a storage device is plugged into the storage system, determining, at a computing device of a storage system and based on attributes of the storage device, a target interface device matching the storage device from a plurality of types of interface devices in the storage system, the interface device managing the storage device having attributes matching one of the plurality of types; determining an association between the storage device and the target interface device; and generating, based on the association, information characterizing a state of the storage device in the computing device. In this way, it is possible to support at least two different types of disks in the existing storage system, improving the compatibility and scalability of the system.

Abstract: The present invention provides a method for systematically controlling rapid proliferation of cyanobacteria cells in lakes in spring. The method applies physical, biological and chemical methods in an integrated and synergistic manner and includes using flexible enclosures to close a control water area and using modified soil to adsorb and settle algal cells; coupling four technologies including algae control by fish, algae control by biological floating islands, algae inhibition by plants and algae control by microorganisms; and using H2O2 to kill algae and using 40% FeCl3+CaCO3 and 50% Ca(NO3)2 to treat sediment. The method of the present invention has established a complete system for physical, chemical and biological control of algae, forms joint control of exogenous contaminants, endogenous contaminants and cyanobacteria, integrates physical, biological and chemical methods and optimizes systematic methods that are used synergistically.

Abstract: An efficient and high-quality preparation method of lyophilized vegetable noodles is disclosed, which uses high gluten wheat flour and vegetable powder as major raw materials, adds modified starch, edible salt, an emulsifier, edible colloid, a water retaining agent, edible oil, a flavoring agent, a colorant, maltodextrin and wheat gluten, and conducts rising, dough pressing, cooking, high temperature steam gelatinization, rinsing, ultrasonic treatment and infrared lyophilization to obtain convenient and instant lyophilized vegetable noodles. The lyophilized noodles processed by adopting the method have moisture content of 5%-8%, shortened drying time by more than 10 h than ordinary lyophilization, merit factor of more than 90%, easy brewing, smooth and pliable taste, strong aroma, yellowish color, long shelf life and low production power consumption.

Abstract: A data scrambling method and a related device are provided. In the data scrambling method, a communications device may configure one scrambling identifier associated with downlink control information configuration information or a downlink control parameter, or a plurality of scrambling identifiers associated with different downlink control information configuration information or downlink control parameters, where the downlink control information configuration information is parameter information used to obtain a downlink control channel, and the downlink control parameter is a parameter included in downlink control information or a parameter related to a parameter included in downlink control information; and the communications device may send the one scrambling identifier or the plurality of scrambling identifiers to a terminal device.

Abstract: A method of designing an integrated circuit (IC) device includes specifying a set of criteria corresponding to an IC manufacturing process, using a processor to generate a design rule by applying a design rule instruction to the set of criteria, generating a design rule manual (DRM), the DRM being an electronic file comprising the design rule, using the design rule from the DRM to perform a design rule check (DRC) on a layout of at least a portion of the IC device, and, based on verifying the layout by performing the DRC, storing an IC layout diagram comprising the layout on a non-transitory computer-readable medium.

Abstract: A sound insulation composition and a sound insulation sheet for a vehicle are provided. The sound insulation composition includes 50 to 300 parts by weight of EVA, 10 to 300 parts by weight of mica powders, 10 to 300 parts by weight of dolomite, 10 to 50 parts by weight of thermoplastic resin, 10 to 100 parts by weight of a toughening agent, 3 to 60 parts by weight of a compatibilizer, 30 to 300 parts by weight of a fire retardant, 10 to 80 parts by weight of a plasticizer, and 100 to 500 parts by weight of barium sulfate. The sound insulation sheet for the vehicle is made of the sound insulation composition mentioned above.

Abstract: A system for controlling low temperature injury of cold-sensitive fruit vegetables by combining intelligent pre-cooling and segmented controlled atmosphere storage includes a sensor detection module, a data collection module, a wireless communications module, a terminal, and a control system, where the sensor detection module detects carbon dioxide, ethylene, and the temperature and the humidity within a fresh keeping chamber, then data is collected by using the data collection module connected to the sensor detection module, and then varying data is transmitted to the terminal by using the wireless communications module connected to the data collection module; the sensor detection module is connected to the control system; and after the terminal reads data detected by a sensor, an environment parameter is controlled by using the control system.

Abstract: This application provides a communication method, a terminal device, and a network device. The method includes: using, by a terminal device, a first receive parameter to receive control information sent by a network device, where the control information is used to indicate a second receive parameter used by the terminal device to receive a to-be-transmitted signal; determining, by the terminal device based on a first antenna panel to which the first receive parameter belongs and a second antenna panel to which the second receive parameter belongs, a beam switching time required for switching from the first receive parameter to the second receive parameter; and receiving, by the terminal device, the to-be-transmitted signal based on the beam switching time.

Abstract: A sound insulation composition and a sound insulation sheet for a vehicle are provided. The sound insulation composition includes 50 to 300 parts by weight of EPDM rubber, 10 to 300 parts by weight of mica powers, 10 to 300 parts by weight of dolomite, 2 to 15 parts by weight of a vulcanizing agent, 3 to 60 parts by weight of a compatilizer, 30 to 300 parts by weight of a fire retardant, 0.2 to 3 parts by weight of a cross-linking agent, 10 to 80 parts by weight of a plasticizer, and 100 to 500 parts by weight of barium sulfate. The sound insulation sheet for the vehicle is made of the sound insulation composition mentioned above.

Abstract: Embodiments of the present application relate to a method, apparatus, and system for operating an electronic account or displaying a payment page. The method includes receiving, from a first client terminal, a payment platform display page acquisition request, providing, to the first client terminal, a payment platform display page, wherein the payment platform display page includes a first script code, wherein in the event that the first script code is executed, the first script code causes the first client terminal to obtain a payment page including a digital object unique identifier from a payment server and to display the payment page, wherein the digital object unique identifier indicates an upcoming payment sum, receiving verification information, and sending the verification information to the payment server to instruct the payment server to execute a deduction operation on an electronic account.