Abstract: Various embodiments of the teachings herein include a method for predicting service life of a rolling bearing. An example includes: acquiring a first vibration signal of a rolling bearing; extracting a time-domain feature of the first vibration signal, wherein the time-domain feature represents a degradation state of the rolling bearing; entering the time-domain feature into a trained Seq2Seq model comprising an encoder and a decoder, the encoder comprising a bidirectional gated recurrent unit (BIGRU), the decoder comprising a long short-term memory model (LSTM), the BIGRU adapted to output a hidden state based on the time-domain feature, the LSTM is adapted to predict service life of the rolling bearing based on the hidden state; and generating the service life.

Abstract: A system and method may include receiving data acquired by a downhole tool of a tool string disposed at least in part in a borehole in a subsurface region. The system and method may also include inverting the data using a trained machine learning model to generate a structural feature of the subsurface region. The system and method may further include controlling operation of the tool string based at least in part on the structural feature of the subsurface region.

Abstract: An capacitor processing apparatus, and a method for processing a capacitor, may include a clamping module grabbing or releasing a capacitor to transport the capacitor, and processing modules matched with each other to process and test leads of the capacitor, and simultaneously perform various processes through different processing units formed in the processing modules. These various processes may include separating, bending, and cutting the leads of the capacitor. The testing and processing provided by the current invention make it is possible to process a larger amount of capacitors assembled to a capacitor assembly, and to identify and remove defective capacitors before assembly.

Abstract: A data processing system implements receiving a first prompt including a style visual content item and a topic content item and requesting generating an output visual content item; constructing a second prompt as an input to a first generative model, by appending the style visual content item and the topic content item to a first instruction string that comprises instructions to the first generative model to generate a textual description combining a topic in the topic content item with a style in the style visual content item as a third prompt; inputting the third prompt into a second generative model to generate the output visual content item by including the topic in the output visual content item and replacing visual element(s) of the style visual content item based on the topic while preserving the style; and providing the output visual content item to be presented on a user interface.

Abstract: Disclosed are devices, kits, apparatus, and methods for rapid homogenous cell staining and imaging.

Abstract: The present application provides a display panel and a display device. In the present application, a prism is arranged in the light-exiting direction of the light-emitting chip, and the prism includes protrusions, so that the prism can concentrate the light emitted by the light-emitting chips, thereby reducing a width of the light mixing area between adjacent light-emitting chips, and reducing a width of the black matrix, thus reducing the color shift, improving an aperture ratio, and reducing a distance between adjacent light-emitting chips to improve the resolution.

Abstract: A data processing system implements receiving an image and a natural language prompt input by a user requesting that an application generate an digital picture frame for the image; analyzing the prompt using a key-phrase extraction unit to extract one or more key phrases from the prompt that describe a topic of the frame to be generated for the image; providing the one or more key phrases as an input to a retrieval engine; analyzing the one or more key phrases with the retrieval engine to identify a set of candidate frame images from among a plurality of frame images in a labeled frame images datastore; analyzing the set of candidate frame images using an image placement unit to obtain a set of framed images based on the image and the candidate frame images; and presenting the set of framed images on a user interface of the application.

Abstract: A display module and a seamless splicing display device are disclosed. The display module includes a display panel including a central display area and a bezel area adjacent to the central display area, where the display panel is provided with a bezel driving circuit and an array substrate driving circuit; a compensation display component disposed on the display panel, located in the bezel area, and electrically connected with the bezel driving circuit; and a metal wiring located on a lateral surface of the display panel and connected with the bezel driving circuit and the array substrate driving circuit, where the bezel driving circuit includes a driving part configured for driving the compensation display component, where the bezel driving circuit extends to and is aligned with the lateral surface of the display panel, the driving part extends to a lateral surface of an array substrate of the display panel.

Abstract: The disclosure provides methods of treating a blood cancer, such as multiple myeloma, by administering a combination of a heterodimeric protein comprising a first monomer comprising an IL15 protein-Fc domain fusion and a second monomer comprising an IL15R? protein-Fc domain fusion, such as XmAb24306, and a FcRH5xCD3 bispecific antibody, such as cevostamab.

Abstract: A robot cleaning system, including: a cleaning robot connectable to a mopping module of the cleaning robot, and a base station provided for the cleaning robot to dock, the cleaning robot includes: a main body; a mobile module; and a connection assembly, configured to detachably dispose the mopping module on the body of the robot; the base station includes: a storage module, configured to store at least one mopping module; an operating position, for the cleaning robot to dock to replace the mopping module; and a transfer module, configured to transfer the mopping module between the storage module and the operating position; and the robot cleaning system further includes a control unit. Beneficial effects of the present disclosure are: the cleaning robot is more intelligent, and the corresponding base station is compact in structure and small in occupied area.

Abstract: Disclosed are an optical film, a polarizer, and a display device. The optical film includes a resin and a light diffuser mixed with the resin. The light diffuser includes a whisker and a modifying group attached to a surface of the whisker. The modifying group has a structural formula of X-A-R, wherein is a single bond, X is selected from SO3, A is selected from a substituted or unsubstituted aromatic hydrocarbon group containing 6 to 20 ring atoms, and —R—is selected from a substituted or unsubstituted alkyl group containing 2 to 20 carbon atoms, a substituted or unsubstituted siloxy group containing 2 to 20 carbon atoms, or an alkylolamide group containing 2 to 20 carbon atoms.

Abstract: A system for retrieving multimodal assets using domain-specific knowledge includes receiving a search query for searching for multimodal assets; encoding the search query into a first query representation via a first trained query representation machine-learning (ML) model and a second query representation via a second trained query representation ML model; comparing the first query representation to a plurality of multimodal representations to calculate a first similarity score, each of the plurality of multimodal representations being a representation of one of the plurality of candidate multimodal assets; comparing the second query representation to a plurality of domain-specific representations to calculate a second similarity score, the domain-specific representations being representations of domain-specific data associated with one or more of the plurality of the multimodal representations; calculating a third similarity score based on keyword matching between the domain-specific data and the one or mor

Abstract: The present disclosure provides a liquid crystal composition and a display panel using the same. The liquid crystal composition includes a first compound represented by the following formula (I-A) or formula (I-B), a second compound represented by the following formula (II-A) or formula (II-B), a third compound represented by the following formula (III-A) or formula (III-B), and a fourth compound represented by the following formula (IV).

Abstract: A base unit of a wearable device for continuous analyte monitoring includes a cup configured to receive a power source. A first power source contact is at least partially located in the cup and configured to electrically contact a first terminal of the power source in response to the power source being received in the cup. At least one base contact is electrically coupled to the first power source contact, the at least one base contact configured to electrically contact at least one transmitter contact of a transmitter unit in response to the transmitter unit and the base unit being coupled together. Numerous other embodiments are provided.

Abstract: A system and method and for retrieving one or more one or more multimodal assets includes receiving a search query for searching for one or more multimodal assets from among a plurality of candidate multimodal assets, encoding the search query into one or more query embedding representations via a trained query representation machine-learning (ML) model, comparing, via a matching unit, the one or more query embedding representations to a plurality of multimodal tensor representations, each of the plurality of multimodal tensor representations being a representation of one of the plurality of candidate multimodal assets, and identifying, based on the comparison, at least one of the plurality of the candidate multimodal assets as a search result for the search query, and providing the at least one of the plurality of the candidate multimodal assets for display as the search result.

Abstract: Embodiments of the present disclosure disclose a liquid crystal composition, which includes at least two first compounds, at least one second compound, and at least one third compound. The first compound has a structure represented by formula (I), the second compound has a structure represented by formula (II), and the third compound has a structure represented by formula (III). The first compound includes at least two of compounds represented by formula (I-a), formula (I-b), and formula (I-c). According to the present disclosure, the liquid crystal composition including first compounds, second compound, and third compound is provided, and the first compound has a compound with a specific structure.

Abstract: The present application discloses a liquid crystal alignment method, a liquid crystal display panel, and a mobile terminal. In a liquid crystal alignment process, a first common electrode receives an alignment voltage, and a pretilt angle of a liquid crystal molecule arranged corresponding to a slit is smaller than a pretilt angle of a liquid crystal molecule arranged corresponding to a branch electrode. In an actual driving process, because an overall pretilt angle of liquid crystal molecules is increased and pretilt angles in a same domain of a subpixel are differentiated, a response time and view angle features of medium and low grayscale of the liquid crystal display panel can be improved.

Abstract: Electronic paper display devices and manufacturing methods thereof are provided. The electronic paper display device includes an upper substrate, a lower substrate, and an electrophoretic display layer. A side of the upper substrate is provided with a first electrode layer thereon. A side of the lower substrate facing the first electrode layer is provided with a second electrode layer thereon. The first electrode layer and the second electrode layer are arranged opposite to each other at a preset interval. The electrophoretic display layer is disposed between the first electrode layer and the second electrode layer, and includes a color resistance layer and a black matrix. The black matrix has openings, the color resistance layer includes a plurality of color resistance blocks arranged corresponding to the openings. Each color resistance block is provided with a micro-cavity, and the micro-cavity is filled with electronic ink containing black and white particles.

Abstract: An apparatus includes a host interface; a network interface; hardware storage to store a flow table; and programmable circuitry comprising processors to implement network interface functionality and to: implement a hash table and an age context table, wherein the hash table and the age context table are to reference flow rules maintained in the flow table; process a synchronization packet for a flow by adding a flow rule for the flow to the flow table, adding a hash entry corresponding to the flow rule to the hash table, and adding an age context entry for the flow to the age context table; and process subsequent packets for the flow by performing a first lookup at the hash table to access the flow rule at the flow table and by performing a second lookup at the age context table to apply aging rules to the flow rule in the flow table.

Abstract: Examples described herein relate to a network interface device. In some examples, the network interface device includes a host interface; a direct memory access (DMA) circuitry; a network interface; and circuitry. The circuitry can be configured to: apply, for a tunnel packet, a single match-action rule that comprises a value of the encapsulation header of the tunnel packet and a value of the encapsulated header, wherein the single match-action rule is based on two or more match-action rules.