Abstract: Provided is a method for detecting group activities in a network. The method may include receiving interaction data associated with a plurality of interactions. For each account identifier associated with at least one interaction, a value may be determined for each of a first set of categories, and a vector may be generated based on the value for each category. The length of each vector may be determined. At least one relational graph may be generated based on the interaction data. Each relational graph may be associated with a respective category of a second set of categories. At least one cluster of nodes may be determined based on the relational graph(s). A score for each cluster may be determined based on the length of the vector associated with the account identifier of each node of the cluster of nodes. A system and computer program product are also disclosed.

Abstract: Systems and methods for processing sensor data and end of life detection are provided. In some embodiments, a method for determining the end of life of a continuous analyte sensor includes receiving a sensor signal from an analyte sensor. A plurality of risk factors associated with end of life symptoms of analyte sensors is evaluated. The risk factors include a downward drift in sensor sensitivity over time, an amount of non-symmetrical, nonstationary noise and a duration of noise. An end of life status of the analyte sensor is determined based at least in part on the evaluating. An output related to the end of life status of the analyte sensor is provided.

Abstract: The disclosure discloses a method and apparatus for determining a speed of an obstacle. An embodiment of the method comprises: acquiring point cloud data and millimeter wave radar data of a driving environment of a vehicle; respectively processing the point cloud data and the millimeter wave radar data to determine speed information and location information of an obstacle in the driving environment; acquiring speed information of the vehicle; and integrating the speed information and the location information of the obstacle, and the speed information of the vehicle to determine the obstacle speed. The embodiment makes full use of point cloud data obtained by a laser radar and millimeter wave radar data obtained by a millimeter wave radar, and improves the accuracy in obstacle speed detection.

Abstract: A device and method of forming the device that includes cavities formed in a substrate of a substrate device, the substrate device also including conductive vias formed in the substrate. Chip devices, wafers, and other substrate devices can be mounted to the substrate device. Encapsulation layers and materials may be formed over the substrate device in order to fill the cavities.

Abstract: An implementation method for operating a surgical instrument using smart surgical glasses for a surgeon to perform an operation on an surgical site with at least one surgical instrument mainly comprises the steps of: the surgeon wearing a smart surgical glasses; using the sensors to sense the position of the surgical instrument held by the surgeon and the position of the surgical site; displaying a picture on a display of the smart surgical glasses, the picture comprising a plurality of sub-blocks; combining the medical image block, the instrument block and the surgical site block to form a mixed reality image; displaying an image of the surgical planning block in the mixed reality image; and the surgeon operating the surgical instrument according to the image of the surgical planning block.

Abstract: A method, apparatus, and storage medium for predicting information are described.

Abstract: A device for decomplexation and enhanced removal of copper based on self-induced Fenton-like reaction constructed by electrochemistry coupled with membrane separation is disclosed. The device includes a reactor, two electrocatalytic anodes capable of generating hydroxyl radicals, an electrocatalytic cathode membrane assembly, a direct current power supply, an aeration system, an inlet pipe and an outlet pipe. The device of the present invention has a simple construction. Using this device to treat industrial wastewater containing copper complexes under specific conditions allows the decomplexation and the removal of the industrial wastewater containing the copper complexes to be simultaneously realized at a low consumption and a high efficiency. The coupling of electrochemistry with membrane separation can be achieved to protect the cathode from being contaminated by pollutants in the sewage and prolong the service life of the electrode.

Abstract: A bonded structure can include a first element having a first conductive interface feature and a second element having a second conductive interface feature. An integrated device can be coupled to or formed with the first element or the second element. The first conductive interface feature can be directly bonded to the second conductive interface feature to define an interface structure. The interface structure can be disposed about the integrated device in an at least partially annular profile to connect the first and second elements.

Abstract: Embodiments of the present disclosure provide a sensor calibration method, a sensor calibration device, a computer device, a storage medium, and a vehicle. The method includes: detecting surrounding objects in a travelling process of a vehicle; recognizing a static object from the surrounding objects; performing feature extraction on the static object by a camera and a lidar, respectively; and calibrating an extrinsic parameter of the camera and the lidar based on the extracted feature.

Abstract: A drawer assembly contains a drawer, a cap, and a sealing member. The drawer has an upward opening. The cap being capable of sliding forward and backward relative to the drawer to open or close the opening. The sealing member is disposed between the cap and the drawer and has a sealing surface between the sealing member and the drawer or the cap, and the sealing surface has a rough feature. More specifically, the sealing surface has the rough feature. Therefore, when the cap closes the opening, a contact area between the sealing member and the drawer or the cap is relatively reduced, binding is relatively weakened, and suction is relatively reduced. The cap can be easily pushed away by merely applying relatively little thrust to open the opening when the opening of the drawer needs to be opened, greatly facilitating use by a user.

Abstract: Apparatus and method relating generally to an LED display is disclosed. In such an apparatus, a driver die has a plurality of driver circuits. A plurality of light-emitting diodes, each having a thickness of 10 microns or less and discrete with respect to one another, are respectively interconnected to the plurality of driver circuits. The plurality of light-emitting diodes includes a first portion for a first color, a second portion for a second color, and a third portion for a third color respectively obtained from a first, a second, and a third optical wafer. The first, the second, and the third color are different from one another.

Abstract: The present disclosure provides a cathode material, a method for preparing the same, a cathode and lithium ion battery having the same. The cathode material includes an active component; and a sodium salt dispersed in the active component.

Abstract: A method of joining two ferrous alloy component parts. The method includes hot metal casting a portion of a first ferrous alloy component part onto a first joining surface of a low carbon intermediate element; friction fitting a joining surface of a second ferrous alloy component part against a second joining surface of the low carbon intermediate element; and fusion welding with a concentrated energy source the intermediate element to the second ferrous alloy component part. The hot metal casting includes flowing a molten ferrous alloy onto the textured first joining surface, wherein the molten ally encompasses tabs extending from the first joining surface and filling apertures defined in the intermediate element. Then cooling the molten ferrous alloy such that a metallurgical and mechanical bond is formed between the portion of the first ferrous alloy component part and the first joining surface of the low carbon intermediate element.

Abstract: Methods and systems are described. A method includes accessing transaction data related to restaurants associated with a plurality of geographically separate locations, determining a number of co-visitors shared by each of the restaurants associated with the plurality of geographically separate locations above a predetermined threshold, generating a graphical representation of the plurality of restaurants based on the number of the co-visitors shared by restaurants with the co-visitors above the predetermined threshold and the distance between the restaurants with the co-visitors. The graphical representation is transformed into restaurant embeddings and a neural network model is used to generate restaurant preferences based on the restaurant embeddings.

Abstract: Direct-bonded optoelectronic interconnects for high-density integrated photonics are provided. A combined electrical and optical interconnect enables direct-bonding of fully-processed optoelectronic dies or wafers to wafers with optoelectronic driver circuitry. The photonic devices may be III-V semiconductor devices. Direct-bonding to silicon or silicon-on-insulator (SOI) wafers enables the integration of photonics with high-density CMOS and other microelectronics packages. Each bonding surface has an optical window to be coupled by direct-bonding. Coplanar electrical contacts lie to the outside, or may circumscribe the respective optical windows and are also direct-bonded across the interface using metal-to-metal direct-bonding, without interfering with the optical windows. Direct hybrid bonding can accomplish both optical and electrical bonding in one overall operation, to mass-produce mLED video displays.

Abstract: Embodiments of the present disclosure provide a multi-sensor calibration method, a multi-sensor calibration device, a computer device, a medium and a vehicle. The method includes: acquiring data acquired by each of at least three sensors in a same time period in a traveling process of a vehicle; determining a trajectory of each of the at least three sensors according to the data acquired by each of at least three sensors; and performing a joint calibration on the at least three sensors by performing trajectory alignment on the trajectories of the at least three sensors.

Abstract: An integrated device package is disclosed. The integrated device package can include an integrated device die, an element, a cavity, and an electrical interconnect. The element can have an antenna structure. The element can be attached to a surface of the integrated device. The cavity can be disposed between the integrated device die and the antenna structure. The electrical interconnect can connect the integrated device die and the antenna structure.

Abstract: The disclosure relates to a punching apparatus of chip-on-film, including: a rotary axis that is configured to be sleeved with a workpiece tray that is wrapped with a chip-on-film material strip, the workpiece tray being configured to include a mark structure having model information of a chip-on-film and rotate along with the rotary axis; a punching structure configured to pull and punch the chip-on film material strip; an identification structure configured to identify the mark structure to identify the model information of the chip-on-film. The disclosure also relates to a assembly system of display apparatus that includes the punching apparatus of chip-on-film.

Abstract: An airbag and an airbag assembly including a gas generator and an airbag. The airbag (10) forms a first end (11) and a second end (12), the first end (11) being a free end of the airbag, and the second end (12) being used for fixing the airbag to a mounting position. The airbag (10) forms a folding portion (13) and a rolling portion (14) in the collapsed stat. The folding portion (13) is formed by folding one part of the airbag in an “N” shape; the rolling portion (14) surrounds a periphery of the folding portion (13), so that the folding portion (13) is surrounded by an inner side of the rolling portion (14).

Abstract: The present disclosure provides technical solutions for improving facial image capturing, recognition, and authentication, including: collecting a face image in response to a facial scan instruction (e.g., for facial recognition) using a camera of a mobile terminal; calculating a measure of image brightness (e.g., a luminance value) of the collected face image; enhancing, when a value of the measure of image brightness of the collected face image is less than a first preset threshold, luminance of light that is emitted from a display of the mobile terminal to a target luminance value, and re-collecting a face image using the camera of the mobile terminal and calculating a corresponding value of the measure of image brightness for the re-collected face image; and performing, when the value of the measure of image brightness of the re-collected face image falls within a preset value range, facial recognition based on the re-collected face image.