Abstract: The present disclosure generally relates to engineered Cluster Regularly Interspaced Short Palindromic Repeat (CRISPR)-associated (Cas) 12a proteins and system, and methods for use in gene editing and gene modulation for application to gene therapy. Related systems and methods of gene modulation are also disclosed.

Abstract: The present disclosure provides a resource allocation method and apparatus, a readable medium and an electronic device. The method includes: acquiring a target resource type corresponding to a target task; acquiring a plurality of resource types of a target processor, wherein each resource type corresponds to one or more virtual processor resources of the target processor; determining a specified resource type that is identical to the target resource type from the plurality of resource types; determining a target processor resource from one or more virtual processor resources corresponding to the specified resource type; and allocating the target processor resource to the target task.

Abstract: A method for constructing an artificial intelligence (AI) integrated model is provided, including: obtaining a training dataset, an initial graph network model, and a plurality of base models; then iteratively training the initial graph network model by using training data in the training dataset and the plurality of base models, to obtain a graph network model; and then constructing the AI integrated model based on the graph network model and the plurality of base models, where an input of the graph network model is a graph structure consisting of outputs of the plurality of base models. Since the graph network model considers neighboring nodes of each node in the graph structure when processing the graph structure, the graph network model fully considers differences and correlations between the base models when fusing the outputs of the plurality of base models.

Abstract: Embodiments of the present disclosure provide method and apparatus for MCS table switch. A method performed by a network device comprises determining that a terminal device supports a first modulation and coding scheme (MCS) and a second MCS. The method further comprises transmitting configuration information regarding a first bandwidth part associated with a first MCS table supporting the first MCS to the terminal device. The method further comprises transmitting configuration information regarding a second bandwidth part associated with a second MCS table supporting the second MCS to the terminal device. The first MCS table is different from the second MCS table.

Abstract: The embodiments are directed towards providing personalized federated learning (PFL) models via sharable federated basis models. A model architecture and learning algorithm for PFL models is disclosed. The embodiments learn a set of basis models, which can be combined layer by layer to form a personalized model for each client using specifically learned combination coefficients. The set of basis models are shared with each client of a set of the clients. Thus, the set of basis models is common to each client of the set of clients. However, each client may generate a unique PFL based on their specifically learned combination coefficients. The unique combination of coefficients for each client may be encoded in a separate personalized vector for each of the clients.

Abstract: A method of plasma processing includes delivering direct current voltage to a substrate holder including an upper side configured to support a substrate disposed within a plasma processing chamber. The upper side is divided into a plurality of zones by a plurality of conductors electrically isolated from each other. The method further includes pulsing the direct current voltage as first direct current pulses to a first conductor of the plurality of conductors using first pulse parameters, and pulsing the direct current voltage as second direct current pulses to a second conductor of the plurality of conductors using second pulse parameters that are different from the first pulse parameters. The direct current voltage is pulsed to the second conductor while pulsing the direct current voltage to the first conductor.

Abstract: Embodiments of the present disclosure disclose a display method, apparatus, device and storage medium. The method includes: displaying a media stream display interface, the media stream display interface including first media content, the media stream including first media content and second media content; in response to determining that predetermined media content switching for the media stream display interface is detected, switching the first media content of the media stream display interface to the second media content; where the second media content or the first media content includes information of a predetermined theme and a predetermined control associated with the predetermined theme, and the predetermined control is configured to post target content associated with the predetermined theme.

Abstract: An apparatus and a method for decoding a 3D map, and an encoded bitstream of a 3D map are provided. The apparatus for decoding a 3D map includes a transmitter and a decompressor. The transmitter is configured to receive a bitstream of a 3D map, where the 3D map includes a plurality of 3D map points. The decompressor is configured to decompress the bitstream of the 3D map to obtain reconstructed data of the 3D map, where the reconstructed data of the 3D map includes reconstructed data of the plurality of 3D map points. In this application, the decompressor end may support decompression of compressed data of the 3D map, to support compression/decompression of data of the 3D map.

Abstract: Disclosed herein are methods and systems for generating a merged dataset, comprising: accessing data comprising a core dataset and an additional dataset; identifying a plurality of common attributes between the core dataset and the additional dataset; determining a plurality of similarity scores between an inquiring entity in the core dataset and a plurality of candidate entities in the additional dataset, including, for each candidate entity of the plurality of candidate entities: calculating a similarity score for the candidate entity based at least in part on a distance-based score and a weight influence score; selecting one or more matches for the inquiring entity in the core dataset from the plurality of candidate entities in the additional dataset based at least in part on the plurality of similarity scores; and generating the merged dataset by adding the one or more selected matches for the inquiring entity to the core dataset.

Abstract: A storage device includes a substrate, a storage unit array, and word lines extending in the first direction. The storage unit array includes storage units arranged along a first direction and a second direction. Each storage unit includes: an active region extending in a third direction and including a vertical stack of first source/drain, channel and second source/drain layers, and a gate stack between the first and second source/drain layers in a vertical direction and sandwiching the channel layer from at least two opposite sides. First source/drain layers of each column are continuous to form a bit line extending in the second direction in a zigzag shape. Each word line extends in the first direction to intersect the active regions of a respective row, and is electrically connected to the gate stack of each storage unit on two opposite sides of the channel layer.

Abstract: Embodiments of the present disclosure provide an audio processing method, an audio processing apparatus and a device, the method includes: obtaining a first drive electrical signal of an active heat dissipation apparatus; determining a target noise audio signal based on the first driving electrical signal and a first transfer function; determining a denoised audio signal based on the target noise audio signal, where the denoised audio signal is used for denoising a to-be-played audio signal. In this way, a noise signal in the to-be-played audio signal can be offset by the target noise audio signal, resulting in fewer noise signals in the played target audio signal, thereby enhancing an audio playback effect of a virtual reality device.

Abstract: A composite fabric includes a film, a first fibrous layer, a fabric layer, and a second fibrous layer and one or more retaining members. The film has a first side and a second side. The first fibrous layer has a first side connected to the second side of the film and a second side. The fabric layer has a first side connected to the second side of the first fibrous layer and a second side. The second fibrous layer has a first side connected to the second side of the fabric layer and a second side. The film can be a non-heat shrinking film. The retaining members may be configured to contact a surface on which the composite fabric is placed and resist movement of the composite fabric relative to the surface where the retaining members include a corrosion inhibitor.

Abstract: Embodiments of this application provide a model training method. The system includes: A client is configured to train a first model based on unlabeled data, and is further configured to send a parameter of a first subnet in the first model to a server; the server is configured to train a second model based on the parameter of the first subnet and labeled data, to update a parameter of the second model, and the server is further configured to send an updated parameter of the first subnet and an updated parameter of a third subnet to the client; and the client is further configured to obtain a target model based on the parameter of the first subnet and the parameter of the third subnet that are from the server.

Abstract: Devices and methods are disclosed for a lubricant station for applying lubricant to storage disk platters. The lubricant station includes a tub for holding lubricant and a caddy disposed in the tub, with the storage disk platters placed in the caddy. The caddy includes a mandrel configured to raise and lower the storage disk platters into the tub. The caddy also includes rotatable shafts configured to hold the storage disk platter. The caddy also includes a drive mechanism for rotating the rotatable shafts. The lubricant station also includes control circuitry configured to lower the storage disk platters onto the rotatable shafts of the caddy, rotate the rotatable shafts and the storage disk platters, and remove the storage disk platters from the tub.

Abstract: Method and apparatus for transferring a data signal including receiving a digital data signal by a first input of a multiplexer of a transmitter operably coupled to a data link; transmitting, by a digital data signal output of the multiplexer, the digital data signal to a receiver that is operably coupled to the data link; receiving, by a selection signal input of the multiplexer, a first selection signal that indicates an idle mode for the transmitter; receiving, by a second input of the multiplexer, a patterned data signal; and transmitting, by the digital data signal output and in response to the first selection signal, the patterned data signal to the receiver.

Abstract: Aspects of the disclosure provide a deep sequence model, referred to as Koopman Neural Forecaster (KNF), for time series forecasting. KNF leverages deep neural networks (DNNs) to learn the linear Koopman space and the coefficients of chosen measurement functions. KNF imposes appropriate inductive biases for improved robustness against distributional shifts, employing both a global operator to learn shared characteristics, and a local operator to capture changing dynamics, as well as a specially-designed feedback loop to continuously update the learnt operators over time for rapidly varying behaviors. KNF achieves superior performance on multiple time series datasets that are shown to suffer from distribution shifts.

Abstract: Method and apparatus for transferring a data signal including receiving a digital data signal by a first data input of a transmitter multiplexer; inverting the digital data signal by a first inverter, thereby providing an inverted digital data signal; receiving the inverted digital data signal by a first inverted data input of the transmitter multiplexer; counting, by a first counter, a clock signal; transmitting, by the first counter and in response to the first counter counting a threshold number of clock cycles, a first selection signal to a first selection signal input of the transmitter multiplexer; and alternately transmitting, in response to the first selection signal and by a first digital data signal output of the transmitter multiplexer, the digital data signal and the inverted digital data signal as the transmitter output signal to a receiver, the receiver and the digital data signal output operably coupled to a data link.

Abstract: The present invention relates to a CHA-like zeolitic material having an X-ray diffraction pattern including the following peaks in Table 1 in its as-synthesized form, and to a process for preparing the zeolitic material, and use of the zeolitic material for the selective catalytic reduction of NOx.

Abstract: The present disclosure relates to recombinant RNA molecules encoding an oncolytic virus genome. The present disclosure further relates to the encapsulation of the recombinant RNA molecules and the use of the recombinant RNA molecules and/or particles for the treatment and prevention of cancer.

Abstract: A powered industrial truck includes a lateral movement assembly including four sliding members and four pivotal members both on a wheeled carriage, four links having a first end pivotably secured to the sliding member and a second end pivotably secured to either end of the pivotal member, a motor shaft having two ends pivotably secured to the pivotal members respectively, a first electric motor on one frame member, and four mounts attached to the sliding members respectively; two lift assemblies including a second electric motor, a shaft having two ends rotatably secured to the sliding members respectively, two gear trains at the ends of the shaft respectively, a first gear connected to the second electric motor, a second gear on the shaft, and a first roller chain on the first and second gears; two electric attachments on the platform and being laterally moveable, each attachment. The mount has rollers.