Abstract: Systems and methods herein present a multi-modal model, or insight miner, for agricultural use. The model is used for generating actionable insights from time-series agricultural data. To do so, a control system of a farming machine includes the insight miner and a training module. The miner ingests agricultural information (e.g., time series field measurements), identifies trends in the time-series data (e.g., increasing, decreasing, etc.), and determines potential farming actions to take based on identified trends. To do so, the model generates visual representations of the time-series data, inputs the visual representations into a model to obtain a natural language description of that data, and enact farming actions based on the insights obtained. The training module trains the model by generating visual representation and natural language pairs, which are used to train the model.

Abstract: A display substrate, including: a first base substrate, including a display region and a peripheral region surrounding the display region; at least one common voltage line in the display region, each being configured with at least one conductive connection region; a first passivation layer on a side of the common voltage line away from the first base substrate; a common electrode on a side of the first passivation layer away from the first base substrate; a second passivation layer on a side of the common electrode away from the first base substrate; a pixel electrode on a side of the second passivation layer away from the first base substrate; and a first conductive connection electrode in the corresponding conductive connection region and in the same layer as the pixel electrode, where the common electrode is electrically connected to the common voltage line through the first conductive connection electrode.

Abstract: A self-adjusting vehicle door lock catch assembly includes: a lock catch body, which includes a base and a lock cylinder, where the base is provided with a bolt through-hole, a first surface of the base is provided with a slide groove, and the lock cylinder is fixedly connected to the first surface of the base; a floating adjustment piece, which is provided in the slide groove, where the floating adjustment piece is provided with an opening, and the bolt through-hole has a diameter larger than that of the opening of the floating adjustment piece; a fastener, where the diameter of the opening of the floating adjustment piece matches a size of the fastener; and a limit block which is connected to the base, where a limit groove is provided between the limit block and the base, and the limit block limits the lock catch body through the limit groove.

Abstract: In some embodiments, a computer-implemented method for predicting agronomic field property data for one or more agronomic fields using a trained machine learning model is disclosed. The method comprises receiving, at an agricultural intelligence computer system, agronomic training data; training a machine learning model, at the agricultural intelligence computer system, using the agronomic training data; in response to receiving a request from a client computing device for agronomic field property data for one or more agronomic fields, automatically predicting the agronomic field property data for the one or more agronomic fields using the machine learning model configured to predict agronomic field property data; based on the agronomic field property data, automatically generating a first graphical representation; and causing to display the first graphical representation on the client computing device.

Abstract: Provided is an array substrate. The array substrate includes a substrate, comprising a display region and a peripheral region surrounding the display region, the peripheral region at least including a gate-driver-on-array (GOA) region extending in a first direction; a plurality of thin film transistors, the plurality of thin film transistors being disposed at least in the GOA region; and a plurality of first patterns, wherein the plurality of first patterns are disposed at least on one side of the GOA region, the plurality of first patterns are spaced apart from the GOA region in the first direction, and a plurality of first patterns disposed on a same side of the GOA region are arranged in an array.

Abstract: A front cover structure of a vehicle includes a front cover outer and a front cover plastic inner plate. The front cover outer plate includes a transparent plastic layer and a colored plastic layer. Along a thickness direction of the front cover outer plate, the transparent plastic layer is provided on an upper surface of the colored plastic layer. Along the thickness direction, the front cover outer plate and the front cover plastic inner plate are stacked, and the front cover plastic inner plate is connected to the colored plastic layer.

Abstract: A display substrate, including a plurality of gate lines and a plurality of data lines defining a plurality of pixel regions, where the plurality of pixel regions include a plurality of normal pixel regions and a plurality of redundant pixel regions at a periphery of the normal pixel regions; where each normal pixel region is provided with a first pixel electrode and a first transistor, each redundant pixel region is provided with a second pixel electrode and a second transistor, a gate of the first transistor is connected to a corresponding gate line, a source of the first transistor is connected to a corresponding data line, and a drain of the first transistor is connected to the first pixel electrode; and the second pixel electrode and the second transistor are insulated and spaced apart from each other.

Abstract: Disclosed in the present disclosure is a vehicle door opening and closing device, including an active arm, a guide rail seat, and a driven mechanism. The active arm vehicle body end of the active arm is rotatably connected to the vehicle body, and the active arm vehicle door end of the active arm is rotatably connected to the vehicle door. The guide rail seat is fixed on the vehicle door, and the guide rail seat is provided with a guide rail that matches the preset opening and closing trajectory of the vehicle door. One end of the driven mechanism is rotatably connected to the guide rail seat, and another end of the driven mechanism is rotatably connected to the vehicle body. The driven mechanism is provided with a first sliding part slidably connected to the guide rail.

Abstract: A display substrate is provided to include: a first base substrate including a sealing region and a display port region, wherein at least one first connection region and at least one second connection region are in the display port region, a first overlapping region is formed between the second and first connection regions; first and second connection terminals in the first and second connection regions, respectively; and a planarization layer including at least one first trench and at least one second trench corresponding to the first and second connection regions therein, respectively; orthographic projections of bottoms of first and second trenches on the first base substrate cover corresponding first and second connection regions, respectively; the planarization layer includes: a first pattern corresponding to the first overlapping region; orthographic projections of the first pattern and its corresponding first overlapping region on the first base substrate overlap with each other.

Abstract: A method and an orchestration server for packet data network service slicing over a network infrastructure for real-time IP services are provided. The method comprises providing an orchestration server that has knowledge of a whole connectivity status of a network infrastructure and that is configured to manage service nodes. The server receives a session request for a real-time IP service from a UE device located in a given region and requests to one or more service nodes of said given region whether it has/they have network resources. Each of the one or more service nodes compute a QoS measurement thereof in terms of KPIs including latency, jitter and bandwidth, the QoS measurement being computed by a software module that is implemented on a virtual machine deployed on the service node; and tag a plurality of interfaces. The orchestration server selects a given service node in view of said QoS measurement.

Abstract: An array substrate (000) and a display apparatus, relating to the technical field of display. The array substrate (000) comprises: a substrate (100); a pixel electrode layer (200) and a common electrode layer (300) located on the substrate (100); and a plurality of common signal lines (400) located on the substrate (100), wherein the common signal lines (400) are insulated from the pixel electrode layer (200) and electrically connected to the common electrode layer (300), and an orthographic projection of the common signal lines (400) on the substrate (100) and an orthographic projection of the pixel electrode layer (200) on the substrate (100) have an overlapping area.

Abstract: Provided are a display substrate, display panel and display device. The display substrate comprises: a base substrate, comprising a display area and a surrounding area comprising a gluing area; multiple signal lines; multiple fanout lines, connected to multiple signal lines in a one-to-one correspondence manner. The fanout lines comprise: a first fanout line, and a second fanout line located at the side of first fanout line away from the base substrate; at least in the gluing area, the orthographic projection of the second fanout line on the base substrate substantially overlaps that of the first fanout line on the base substrate; in part of the area outside the gluing area, the size of an overlapping area between orthographic projections of the second fanout line and first fanout line on the base substrate in the direction perpendicular to the extension direction of the fanout lines is smaller than a first preset threshold.

Abstract: Disclosed are an array substrate, a display panel and a display apparatus. The array substrate includes: at least one pad group located in a bonding area, and the pad group including a plurality of pads arranged sequentially along a second direction; at least one connection line group disposed on the same side of a substrate as a plurality of data lines in the bonding area, and the connection line group including a plurality of connection lines, an end of a connection line being electrically connected to a data line, and other end of the connection line being electrically connected to a pad, and connection lines of a same connection line group being electrically connected to a same pad group. In the connection line group, multiple connection lines located on at least one side of the pad group are arranged in multiple wiring regions along the second direction.

Abstract: Systems and methods for identifying clouds and cloud shadows in satellite imagery are described herein. In an embodiment, a system receives a plurality of images of agronomic fields produced using one or more frequency bands. The system also receives corresponding data identifying cloud and cloud shadow locations in the images. The system trains. a machine learning system to identify at least cloud locations using the images as inputs and at least data identifying pixels as cloud pixels or non-cloud pixels as outputs. When the system receives one or more particular images of a particular agronomic field produced using the one or more frequency bands, the system uses the one or more particular images as inputs into the machine learning system to identify a plurality of pixels in the one or more particular images as particular cloud locations.

Abstract: The disclosed technology is generally directed to downlink prioritization of on-orbit spaceborne data. In one example of the technology, image metadata and raw image data obtained from sensors on the constrained-environment device are stored. The raw image data includes a plurality of images. A plurality of images tiles is provided such that the plurality of images tiles includes, for each image of the plurality of images, evenly-spaced portions of the image. Via an embedding-generation model, a plurality of embeddings is generated based on the plurality of image tiles. The plurality of embeddings is used to perform a prioritization of image tiles among the plurality of image tiles. During a downlink session from the constrained-environment device, image tiles from among the plurality of image tiles are downlinked based, at least in part, on the prioritization.

Abstract: A method and a system for multi-factor authentication for blockchain services are proposed.

Abstract: A method and a system for multi-factor authentication for blockchain services, the method comprising holding, by an authentication server, an account of an end-user identifiable via an accountID; establishing, by the end-user, a multi-factor approval status in the server; and in response to an operation to be performed in a customer smart contract, the latter interacting with the server to confirm the established multi-factor approval status.

Abstract: A method and system for multi-factor authenticating users in Web3 services includes a multi-factor authentication (e.g., 2FA) provider configured to validate that an end-user owns a public key in a blockchain based on a cryptocurrency or a NFT transference, the public key used as a first factor for the authentication. The authentication provider interacts with a smart contract to perform the multi-factor authentication in an operation in a smart contract by using off-chain data as the other factor(s) required for the multi-factor authentication. The off-chain data are received in a user terminal, e.g., a smartphone via SMS or a mobile application, associated with the account created in the authentication provider. The authentication result is read by each node executing the smart contract and, when a consensus is reached among nodes, a new block representing the result is generated in the blockchain.

Abstract: A method and system for optimizing indoor wireless coverage are proposed. A user device and computer program are also proposed. The method comprises connecting, by a mobile device, to a wireless router via a first wireless network, the wireless router being located at a customer premises; computing a coverage metric for a plurality of subpoints within at least a first point and a second point of the customer premises, obtaining a plurality of coverage metrics as a result, each coverage metric comprising a position of the mobile device and a quality indicator of the wireless connection of the mobile device in that position; generating a wireless coverage map using the plurality of coverage metrics; determining whether a wireless signal repeater has to be installed based on the generated wireless coverage map; and showing a new wireless coverage map considering the installation of the wireless signal repeater.

Abstract: A method and system for multi-factor authenticating a user wearing a VR headset (120) comprising a multi-factor authentication application programming interface to interact with a multi-factor authentication provider server (110) and enable the user to create an account in the provider server (110) associated with a secondary device (130). Each one-time code generated by the provider server (110) is received in the secondary device (130) through a secondary communication channel. The one-time code is entered, through a graphical interface (1000) of the VR headset (120), while the user is wearing it, by hearing or seeing the code, received in the secondary device (130), through the VR headset (120). The entered code is sent from the VR headset (120) to the provider server (110) to verify it and determines whether the user is enabled to access the VR application, the access is disabled or the user is asked for another entry of code through the VR headset (120).