Abstract: According to implementations of the subject matter described herein, there is proposed a solution for automatic analysis of a difference between multi-dimensional datasets. In this solution, an analysis request is received for a first dataset and a second dataset, each of which including data items corresponding to a plurality of dimensions. In response to the analysis request, data items corresponding to a first dimension in the first and second datasets are compared. Based on the comparison, a first set of influence factors associated with the first dimension are determined, each influence factor indicating a reason for a difference between the first and second datasets from a respective perspective. An analysis result related to the difference between the first and second datasets is presented based on the first set of influence factors. In this way, it is possible to achieve automatic and efficient analysis of the difference between the different datasets.

Abstract: Methods and apparatus relating to techniques for avoiding cache lookup for cold cache. In an example, an apparatus comprises logic, at least partially comprising hardware logic, to collect user information for a user of a data processing device, generate a user profile for the user of the data processing device from the user information, and set a power profile a processor in the data processing device using the user profile. Other embodiments are also disclosed and claimed.

Abstract: A fully electrically controlled intelligent subsurface safety valve is provided, including an upper joint, a lower joint, a magnetic switch, an upper electromagnetic suction module, a central flow pipe, a magnetic piston ring, a lower electromagnetic suction module, a rebound flap valve mechanism, a displacement sensor, a temperature and pressure sensor, a flow sensor, and a power communication composite cable connector. With the magnetic assisted reset of the two electromagnetic suction modules, the safety valve closes more quickly in emergency situations, improving the reliability of the safety valve. By using a magnetic excitation switch, the safety valve can be quickly opened and closed, and the open or close state can be maintained independently, saving energy consumption in the control system. The present disclosure can better meet the needs of onshore and offshore oil and gas production operations and gas storage operations.

Abstract: Embodiments of the present disclosure provide a method and apparatus for processing an image, and relates to the field of computer vision technology. The method may include: acquiring a value to be processed, where the value to be processed is associated with an image to be processed; and processing the value to be processed by using a quality scoring model to generate a score of the image to be processed in a target scoring domain, where the score of the image to be processed in the target scoring domain is related to an image quality of the image to be processed.

Abstract: Provided are a channel configuration method and terminal, a storage medium and an electronic device. The method includes: determining that multiple physical channels overlap in a time domain; and selecting a designated channel to carry information or data in the multiple physical channels.

Abstract: An integral tension test system for a large-tonnage basalt fiber anchor cable includes: a plurality of basalt fiber anchoring bars each comprising a basalt fiber reinforced plastic (BFRP) bundle, a steel strand, a first and a second steel casing pipes, the BFRP bundle including a plurality of BFRPs, and a grating array temperature, stress and vibration sensing optical cables bonded in the BFRP; a vibration table and a reaction frame arranged thereon, wherein the first steel casing pipe of the basalt fiber anchoring bar is located in the reaction frame, the steel strand penetrates one end of the reaction frame to be connected to a center hole jack, and the second steel casing pipe of each basalt fiber anchor cable is located outside the reaction frame to be anchored; and a data acquisition module connected to all of the grating array temperature, stress and vibration sensing optical cables.

Abstract: A system includes a laser source operable to provide a laser beam, a laser amplifier having a gain medium operable to provide energy to the laser beam when the laser beam passes through the laser amplifier, and a residual gain monitor operable to provide a probe beam and operable to derive a residual gain of the laser amplifier from the probe beam when the probe beam passes through the laser amplifier while being offset from the laser beam in time or in path.

Abstract: A face image processing method and apparatus, an electronic device, and a storage medium are provided. The method includes: obtaining face key points and a face deflection angle in a face image; determining a submalar triangle center in the face image according to the face key points and the face deflection angle; determining a submalar triangle region in the face image according to the face key points and the submalar triangle center; and performing color filling on the submalar triangle region. By means of the present disclosure, a submalar triangle region can be accurately positioned, and submalar triangle filling is performed based on the accurately positioned submalar triangle region, thereby obtaining a more natural filling effect.

Abstract: In an example, an apparatus comprises a lead frame that includes a first row of leads, a first pad coupled to the first row of leads, and a second row of leads parallel to the first row of leads. The lead frame also includes a second pad coupled to the second row of leads. The first and second pads are separated by a gap, and each of the first and second pads has a substantially uniform thickness. The apparatus also includes a device coupled to the first and second pads. The first and second pads are exposed to an exterior of the apparatus.

Abstract: A socket structure includes a casing, a switch, a linkage, a first hook, a gear, a rotating arm, and a second hook. The switch is exposed from the casing and disposed movably to the casing along a first direction or a second direction. The linkage is located in the casing and linked to the switch, and has a rack. The first hook is exposed from the casing and linked to the linkage. The gear is located in the casing and engages with the rack. The rotating arm having one end pivotally connected to the gear is located in the casing. The second hook is exposed from the casing and linked to the other end of the rotating arm. When the switch moves along the first direction, the linkage drives the first hook to move, the gear drives the rotating arm, and the second hook moves to an unlocked position.

Abstract: Weigh-in-motion sensors comprise a beam including a plate with a load-bearing surface, and a tube portion including a base wall and a cover and defining a cavity therebetween. A sensing package is disposed within the cavity and is under pre-load with the cover and the base wall. The sensing package comprises a piezoelectric element. The base wall includes an aperture extending from a mounting surface to the cavity. The aperture includes a fastener therein to secure the sensing package within the cavity. The fastener is sized having a cross-section dimension taken through a center axis of the fastener that is greater than that of a cross-section dimension of the piezoelectric element taken along the fastener center axis. In an example, the fastener has a cross-section dimension sized about 10 percent or greater in dimension than that of the respective cross-section dimension of the piezoelectric element.

Abstract: The present application provides a secondary battery, an electrolyte, and an apparatus including the secondary battery. The secondary battery of the present application includes an electrolyte, characterized in that the electrolyte includes an organic solvent, and the organic solvent includes a cyclic carbonate and a chain carbonate; the mass ratio of the cyclic carbonate and the chain carbonate is from 25:75 to 32:68; the chain carbonate includes dimethyl carbonate; the mass percentage of the dimethyl carbonate in the chain carbonate is greater than or equal to 9 wt % and less than 50 wt %; wherein based on the total mass of the organic solvent, the mass percentage of a carboxylic acid ester is less than 5 wt %. The secondary battery of the present application can simultaneously obtain excellent low-temperature power, long service life and cycle performance.

Abstract: Methods, systems, and apparatus, including computer programs encoded on computer storage media relate to a method for training machine learning network to generate facial expression for rendering an avatar within a video communication platform representing a video conference participant. Video images may be processed by the machine learning network to generate facial expression values. The generated facial expression values may be modified or adjusted to change the facial expression values. The modified or adjusted facial expression values may then be used to render a digital representation of the video conference participant in the form of an avatar.

Abstract: Provided are a communication method and a communication devices. A communication method includes: determining according to first information, by a communication device, whether to initiate a survival time guarantee strategy.

Abstract: A memory structure includes a substrate, an isolation area, a plurality of active areas and a first word line. The isolation area and the active areas are formed on the substrate. The isolation area surrounds the active areas, and the isolation area comprises an isolation structure formed in an isolation trench recessed in the isolation area. The first word line is formed across a first active area of the active areas and the isolation area. The first word line has a first width in the first active area and a second width in the isolation area. The first width is less than the second width.

Abstract: A semiconductor device includes a junction field effect transistor (JFET) device. The JFET device includes a substrate, a first well region, a first source region, a first drain region, a first gate region and a second gate region. A channel region is formed between the first source region and the first drain region along a first direction. The first gate region and the second gate region are located within the channel region, the first gate region includes a first surface extending from a top surface to a bottom surface of the first gate region, and the second gate region includes a second surface extending from a top surface to a bottom surface of the second gate region. The first surface is facing a second direction perpendicular to the first direction toward the second surface. A method of manufacturing such semiconductor device is also provided.

Abstract: An optical module includes a housing, a plurality of active optical components and a path changer component. The housing has an airtight chamber. The active optical components are provided in the airtight chamber. The path changer component is provided in the airtight chamber, and the path changer component is configured to change an optical path of at least one of the active optical components.

Abstract: The present disclosure discloses a method for lane alignment detection based on millimeter wave radar data. An embodiment of the method comprises: acquiring the vehicle trajectory data and radar reflection data detected by the millimeter wave radar which are installed on the road to sense the moving vehicles; setting up two datasets in the database, including vehicle track dataset and waypoint dataset obtained after rasterizing the road; filtering vehicle track data and vehicle radar reflection data detected by millimeter-wave radar and eliminate erroneous data; performing radial clustering and horizontal initial stable point clustering on the filtered data; extracting and outputting the lane alignment. Compared with the prior art, the invention possesses the advantages of obtaining more accurate lane alignments, low cost and good adaptability, etc.

Abstract: A memory structure includes a substrate, a first word line and a first word line. The substrate has a plurality of active areas and an isolation structure surrounding the active areas. The first word line trench is formed across a first active area of the active areas and the isolation structure. The first word line trench includes a first slot and a first groove. The first slot is recessed from a top surface of the substrate. The first groove expands from a bottom of the first slot. A first sidewall is connected between the bottom of the first slot and a top of the first groove. A first word line is formed in the first word line trench. The first word line comprises a gate dielectric confomally formed on the first groove and the first slot.