Abstract: The present invention provides methods to engineer enzymes for their integration into a molecular nanowire as a fum-tional component for biopolymer sequencing/identification. The enzymes include but are not limited to DNA polymerase, RNA poly-merase, DNA helicase, DNA ligase, DNA exonuclease, reverse transcriptase, RNA primase, ribosome, sucrase, or lactase, which are either natural, mutated, or synthesized.

Abstract: Embodiments of golf club heads, golf clubs, and methods to manufacture golf club heads and golf clubs are generally described herein. In one example, a golf club head includes a body portion having a face portion with a face perimeter edge defined by a face toe edge, a face heel edge, a face top edge, and a face sole edge. The face portion includes a first groove portion, a second groove portion, a third groove portion on the back surface of the face portion, and a face perimeter portion between the first groove portion and the face toe edge, between the second groove portion and the face top edge, and between the third groove portion and the face heel edge. The first groove portion is connected to the second groove portion, which is connected to the third groove portion. Other examples and embodiments may be described and claimed.

Abstract: A firearm magazine includes an elongated tube defining a tube axis and having an upper end with feed lips and an opposed lower end. The tube has elongated front, rear, left and right side walls. A closure element is a bottom cap removably connected to the lower end of the tube and includes a latch movable between a retention position wherein the closure element is secured to the tube, and a released position wherein the closure element is removable from the tube. The closure element includes a spring loaded latch biased upward to lock into its retention position, and the closure element is slidably receivable onto the lower end of the tube by movement transverse to the tube axis in a removal direction. The latch is on a tube side opposite from the removal direction and configured to abut the tube to prevent removal when locked in its retention position.

Abstract: An optical distance measuring apparatus is provided with: a light emitting portion configured to emit irradiation light; a light receiving portion configured to output a signal according to an intensity of incident light including a reflected light resulting from the emitted irradiation light; a case that accommodates the light emitting portion and the light receiving portion; a distance measuring portion configured to perform a distance measurement process of measuring a distance to an object according to the intensity of the incident light; an error detecting portion configured to perform an error detection process of detecting an error in the light emitting portion using a reflected light resulting from the irradiation light emitted in a period when the distance measurement process is not performed.

Abstract: Assembling a jacket structure that includes two or more legs and crossing braces extending between the legs and forming cross joints. A first component of the jacket structure includes two or more legs and brace structures. Each brace structure includes a first brace and a second brace, sections of the first and second braces being at one end attached to the first leg at respective first and second leg-brace joints. The brace structure and the first leg form an A-frame. A second component of the jacket structure that includes a second set of brace structures and a second part of the brace cross node is further provided. The first component of the jacket structure is mounted to the second component of the jacket structure by joining the first and second parts of the brace cross nodes to form full brace cross nodes.

Abstract: A multi-angle trip alarm apparatus, a kit including parts for a multi-angle trip alarm apparatus, and a method for setting a multi-angle trip alarm apparatus using such parts.

Abstract: Provided is a signal processor provided in a transceiver for transmitting and receiving a radio signal, and including a branch unit, a detection unit, a determination unit, and a power source controller. The branch unit branches a transmission signal and acquires a branch signal. The detection unit detects the branch signal and acquires a voltage value of the branch signal. The determination unit compares the voltage value of the branch signal with a threshold voltage previously stored in a storage unit and determines whether the voltage value of the branch signal is equal to or greater than the threshold voltage. The power source controller controls turning on and off of a power source for a reception signal amplifier of the transceiver according to a determination result determined by the determination unit.

Abstract: The disclosure relates to a fifth generation (5G) or sixth generation (6G) communication system for supporting a higher data transmission rate. A method is provided. The method includes receiving, by a Next Generation Radio Access Network (NG-RAN) node, a multicast group paging message from an Access and Mobility Management Function (AMF) node, determining, by the NG-RAN node, one or more User Equipment (UE) that has to be page (e.g., multicast group paging) for the MBS multicast session activation notification based on the received multicast group paging message, performing, by the NG-RAN node, the multicast group paging for one or more determined UE, wherein the NG-RAN node pages the MBS multicast session activation notification to one or more determined UE.

Abstract: Systems and methods for detection of a signal from droplets of an emulsion. An exemplary system may comprise a fluid transporter having a tube with an open end for aspirating droplets, a singulator to arrange the droplets in single file and to space the single-file droplets from one another, and a detection channel in optical communication with a detector configured to detect a signal from droplets. In some embodiments, the singulator may have a channel junction at which a stream of droplets in single file is combined with a stream of spacing fluid, and a tapered spacing channel extending downstream from the channel junction toward the detection channel. In some embodiments, the fluid transporter may suck droplet-containing fluid and spacing fluid through the detection channel from respective sources. In some embodiments, droplets may be subjected to a disaggregation routine before they are passed through the detection channel.

Abstract: A high-pressure tank comprising: a resin liner for a high-pressure tank including at least one opening portion; an aluminum mouth portion attached to the opening portion; and a reinforcement layer formed on an outer surface of the liner, wherein an aluminum oxide coating is formed on a surface of the aluminum mouth portion, the aluminum oxide coating includes a porous surface layer in which columns with an average height of 10 to 100 nm are arranged in a dispersed state, an average value of a percentages of the protruding portion area of the columns in randomly sampled 400 nm square visual fields of the porous surface layer is 5.0 to 26.0%, and an average value of the numbers of the columns in randomly sampled 400 nm square visual fields of the porous surface layer is 500 to 2000.

Abstract: The present invention discloses oral isotonic compositions to provide hydration to mammals in need, comprising a prebiotic oligosaccharide or fructo-oligosaccharide and at least three members of the group consisting of steviol glycoside, citric acid monohydrate, glutamic acid, monosodium glutamate and glycine.

Abstract: An ablation instrument comprises an elongate shaft having a cannula channel and a scope channel, and an electrode disposed in the cannula channel. The electrode is slidable between a first position in which a distal end of the electrode is contained within the cannula channel, and a second position in which the distal end of the electrode extends out of a distal opening of the cannula channel. The ablation instrument further comprises a distal head coupled to the elongate shaft and configured for contacting solid tissue.

Abstract: A vehicle body frame includes a first rib protruding from a bottom surface portion toward an upper side and extending along a first direction. A vehicle body cover includes a second rib protruding from a top surface portion toward a lower side and extending along a second direction. A lower frame portion of a holding member that holds a power storage body includes a first recessed groove portion recessed from a lower end surface toward the upper side and extending along the first direction. An upper frame portion of the holding member includes a second recessed groove portion recessed from an upper end surface toward the lower side and extending along the second direction. A power storage unit is sandwiched between the bottom surface portion of the vehicle body frame and the top surface portion of the vehicle body cover.

Abstract: Systems and methods for supporting page faults for virtual machine network accelerators. In one implementation, a processing device may receive, at a network accelerator device of a computer system, from a network, a first incoming packet and a second incoming packet. Responsive to receiving a first notification that an attempt to store the first incoming packet at a first buffer of a plurality of buffers associated with the network accelerator device caused a page fault, the processing device may store the first incoming packet at a second buffer and append a first identifier of the first buffer to a faulty buffer data structure. Responsive to receiving a second notification indicating a resolution of the page fault, the processing device may remove the first identifier from the faulty buffer data structure. The processing device may store the second incoming packet at the first buffer.

Abstract: A control assembly, including: a control circuit, a battery module, and a first interface and a second interface configured to connect the control assembly with an external atomization module. The battery module is provided with a first lead penetrating therethrough. The first interface and a first pin of the control circuit are connected to two electrode terminals of the battery module, respectively. The second interface and a second pin of the control circuit are connected to two terminals of the first lead, respectively. The first pin is an atomization pin, and the second pin is a power pin; or alternatively, the first pin is the power pin, and the second pin is the atomization pin; or alternatively, the first pin is a ground pin, and the second pin is the atomization pin; or alternatively, the first pin is the atomization pin, and the second pin is the ground pin.

Abstract: The present disclosure is directed to a MEMS-based rotation sensor for use in seismic data acquisition and sensor units having same. The MEMS-based rotation sensor includes a substrate, an anchor disposed on the substrate and a proof mass coupled to the anchor via a plurality of flexural springs. The proof mass has a first electrode coupled to and extending therefrom. A second electrode is fixed to the substrate, and one of the first and second electrodes is configured to receive an actuation signal, and another of the first and second electrodes is configured to generate an electrical signal having an amplitude corresponding with a degree of angular movement of the first electrode relative to the second electrode. The MEMS-based rotation sensor further includes closed loop circuitry configured to receive the electrical signal and provide the actuation signal. Related methods for using the MEMS-based rotation sensor in seismic data acquisition are also described.

Abstract: Systems and methods for providing a container network interface (CNI) specification that has been modified with a set of annotations, a set of operations, and a set of policies to provide network configuration reuse, network configuration replication, and database management (garbage collection) functionality are described. In response to receiving a request to initiate a function, whether the function is to be reused or replicated may be determined. In response to determining that the function is to be reused, calling a container network interface (CNI) plugin with a first operation that decouples database functions from network functions, so that the database can cache and reuse a network configuration generated for the function. In response to determining that the function is to be replicated, calling the CNI plugin with a second operation to create the network configuration and generate and store a template of the network configuration in the database.

Abstract: There is provided a system and method for template matching for neural population pattern detection. The method including: receiving neuron signal streams and serially associating a bit indicator with spikes from each neuron signal stream; serially determining a first summation (S1), a second summation (S2), and a third summation (S3) on the received neuron signals, the first summation including an element-wise multiply-sum using a time-dependent sliding indicator window on the received neuron signal streams and a template, the second summation including an accumulation using the time-dependent sliding indicator window, and the third summation including a sum of squares using the time-dependent sliding indicator window; and determining a correlation value associated with a match of the template with the received neural signal streams, the correlation value determined by combining the first summation, the second summation, and the third summation with predetermined constants associated with the template.

Abstract: The present invention relates to a thawing-apparatus, in which a substance is preferably heated. The present invention further relates to a method to thaw a substance with radio-frequency waves.

Abstract: An electric vessel includes a drive motor to rotate a propeller; a battery module to supply a voltage; an inverter to convert a DC voltage of the battery module into an AC voltage to drive the drive motor; a battery management system (BMS); an electronic control unit (ECU) including a vessel control unit to control the BMS, the inverter, and the drive motor in order to operate the vessel; and an operation unit to transmit an operation signal to the ECU according to a driver's operation.

Abstract: A tube-in-tube heat exchanger utilizes a selectively permeable tube having a selective permeable layer to allow the refrigerant to transfer into an ionic liquid to generate heating or cooling. The ionic liquid then provides heating or cooling to a heat transfer fluid through a non-permeable layer or tube. The system may be configured as a shell and tube design, with the third fluid free to flow on the outside of the shell, or as a shell and tube-in-tube, with a central tube containing a first liquid, a second tube containing a second liquid, and an outer shell containing the third liquid. The selectively permeable tube may include an anion or cation selectively permeable layer and this layer may be supported by a support layer or tube.

Abstract: A computer-implemented method for verifying messages in a service-oriented communication system of a vehicle, including receiving a message and a signature in a first entity of the service-oriented communication system, the message and the signature being received via the service-oriented communication system; checking if the message corresponds to a dedicated message and the signature corresponds to a signature belonging to the dedicated message; and verifying the message, if the checking turns out positive. A computer-implemented method for generating predetermined messages in a first entity of a service-oriented communication system of a vehicle, and a service-oriented communication system in a vehicle, which is configured, are also described.

Abstract: A farm implement is provided having a frame and first and second track assemblies for assisting in moving the farm implement along a ground surface in a line of travel. The first track assembly and the second track assembly are positioned on opposite lateral sides of the frame. The first track assembly has a first track frame, a first idler wheel, and a first brake assembly. The first idler wheel has an inboard side facing toward a center of the first track frame and an outboard side facing away from the center the first track frame. The first brake assembly has a first disc coupled to the first idler wheel on the outboard side of the first idler wheel, a first caliper couplable to first and second sides of the first disc, and a first torque arm coupled to the first track frame and a spindle of the first idler wheel.

Abstract: Disclosed are a diagnostic information processing method and apparatus based on a medical image, and a storage medium, to achieve disease grading based on a medical image. The method includes: acquiring a first lung medical image of a subject; acquiring image parameters of an affected area in the first lung medical image; and determining, according to the image parameters of the affected area, a disease grade of lungs of the subject corresponding to information of the first lung medical image. Using the solution provided by the present invention, the image parameters of the affected area in the first lung medical image can be acquired, and then the disease grade of the lungs of the subject corresponding to the information of the first lung medical image can be determined according to the image parameters of the affected area, so that a disease can be graded based on a medical image.

Abstract: The piezoelectric laminate and the piezoelectric element have, on a substrate in the following order, a lower electrode layer and a piezoelectric film containing a perovskite-type oxide, in which the lower electrode layer includes the metal layer containing Ni and a surface layer containing a Ni oxide or a Ni oxynitride, and in the lower electrode layer, the surface layer is arranged on the side closest to the piezoelectric film.

Abstract: A system for automatedly changing a first road lane of a vehicle to a second road lane to maintain engagement of an automated driving unit. The system comprises an ECU to check a location of the vehicle, defining a map segment of the first and second road lanes. The first road lane is a host lane that the vehicle occupies and the second road lane is an available lane. The ECU detects whether the first road lane has poor availability. The system further comprises a sensor to monitor availability of the first road lane. The system further comprises a backoffice to flag the first road lane if the first road lane is detected to have poor availability, to log the first road lane in an instance counter (IC), and to designate the first road lane as non-preferred if an occurrence threshold of the IC is reached. The system further comprises an automated lane change (ALC) unit to move the vehicle to the second road lane.

Abstract: Disclosed herein are methods and systems for encoding data in composite patterns such that the encoded data is perceptible in one or more infrared spectral ranges while significantly imperceptible in visible light spectral range by encoding the data in one or more first partial patterns and/or in one or more second partial patterns of the composite pattern where the first partial pattern(s) is painted using a first print material and the second partial pattern(s) is painted using a second. The first and second paint materials are characterized by reflecting substantially similar light in the visible light spectral range and significantly different light in the infrared spectral range(s) such that the first and second patterns are indistinguishable in the visible light spectral range while highly distinguishable in the infrared spectral range(s). further disclosed are methods and systems for decoding the composite patterns to decode and extract the encoded data.

Abstract: Methods and systems for authenticating devices using 3GPP network access credentials for providing MEC services. A device is configured to receive MEC services from an EAS through 5G S A or NSA architecture. The device is authenticated by an ECS, which involves validating a MAC generated by the device. The MAC is validated using an edge authentication key, which is generated based on 3GPP network access security credentials of the device. The device is authorized by an EES to receive MEC services, which involves successful registration of the device with the EES and the EES providing credentials to the device for accessing an EAS providing desired MEC services. The EAS provides the desired MEC services to the device if the device provides credentials to the EAS, which are same as those provided to the device by the EES.

Abstract: A network device sends indication information to a terminal device, to indicate a reference position of a starting symbol of a data channel. The network device sends a physical downlink control channel to the terminal device. Then the network device sends the data channel to the terminal device, or the network device receives the data channel from the terminal device.

Abstract: Disclosed herein are embodiments of systems and methods for synchronizing file-catalog table with a file stage. In an embodiment, a data platform receives a notification of a modification to one or more files in a file stage. The file stage includes data storage having a storage location. The data platform updates, based on receiving the notification of the modification, a first file-catalog table for the file stage based on the modification. The first file-catalog table includes a row for each file in the file stage, as well as a column for each of one or more metadata properties of the one or more files in the file stage.

Abstract: Systems as described herein may determine a plurality of content items posted to a mesh network and each content item may be associated with a signature stored in a blockchain. A search engine may query each content item based on the corresponding signature in the blockchain. The search engine may parse each content item to obtain a label and store the label, the signature and content associated with each content item in a database. The search engine may query the blockchain to obtain a frequency that each content item has been queried in a predetermined period of time. The search engine may rank the content items based on the frequencies, and determine a subset of the content items as frequently searched content. Accordingly, the search engine may distribute the frequently searched content to a plurality of cached nodes in the mesh network.

Abstract: A traction battery system of a motor vehicle, including at least two battery modules which each include a plurality of batteries. The battery module includes a module housing including a housing case and at least one housing cover. The battery module includes a venting unit having a vent opening and having a bursting element. Gas can be discharged from the module housing via the vent opening. The traction battery system includes a first longitudinal support and a second longitudinal support between which the battery modules are disposed. The longitudinal support has a vent chamber which is configured to receive and pass the gas flowing via the venting unit. A cooling chamber, which extends along the vent chamber, is configured separately from the vent chamber for cooling the gas flowing in the longitudinal support.

Abstract: Disclosed herein are methods of treating a subject with rheumatoid arthritis (RA) and methods of predicting the subject's likelihood of responding to a new RA therapy. The methods include administering to the subject a composition comprising a macrophage targeting construct and an imaging moiety conjugated thereto to acquiring planar images of a plurality of joints of the subject, and determining at least one TUVGlobal value for the subject from the planar images. Covariates comprising the quantification of serological RA markers and/or clinical assessments may be further obtained to apply statistical modeling to the combination of the at least one TUVGlobal and the one or more covariates. The statistical modeling is used to determine a likelihood of response to an RA therapy, and a treatment is administered to the subject based on the likelihood of response to the RA therapy.

Abstract: Apparatuses, methods, and systems are disclosed for data packet routing in a remote unit. An apparatus includes a memory coupled to a processor, where the processor configured to cause the apparatus to receive a data packet to be transmitted and determine a matching UE route selection policy (“URSP”) rule for the data packet. The processor is configured to determine packet routing information for the data packet if the matching URSP rule does not indicate that direct offload of the data packet is preferred and determine whether the packet routing information matches a first network connection. Upon determining that the packet routing information matches the first network connection, the processor is configured to cause the apparatus to transmit the data packet to a mobile communication network over the first network connection.

Abstract: A display apparatus includes a display panel; and a rear cover coupled to a rear face of the display panel to support the display panel, the rear cover includes a protrusion protruding from the rear cover and including a fastening hole defined therein and fastened with coupling means, and the length of the fastening hole in a first direction is greater than a length of the fastening hole in a second direction orthogonal to the first direction. In the display apparatus, the protrusion moves in response to an external force, so that the display apparatus having the protrusion can effectively absorb the external impact to suppress damage to the display apparatus.

Abstract: The present invention relates to antibodies which bind and inhibit KLK5 and methods of using the same to treat diseases caused by KLK5 imbalance. In particular, the present invention relates to inhibitory anti-KLK5 antibodies and their use in the treatment of Netherton disease, atopic dermatitis and cancer.

Abstract: A configurable baby cover for covering an infant in a number of situations and/or environments. A fabric portion provides privacy or shade for the infant and is shaped to ensure coverage of a user while nursing. A mesh portion provides airflow to the user and baby to prevent overheating and completes the shape of the cover. The cover has a first opening and a second opening which define a passage through the cover through which a user's torso, a baby car seat, a high chair, or other object may pass through partially or wholly. Fasteners around the second opening of the cover reduce the size of the second opening when secured and keep the cover in place on a user's shoulder or on an upper portion of a car seat or high chair.

Abstract: The disclosure provides for a variable stiffness catheter. The catheter may include an inner layer forming an inner lumen, a middle layer surrounding the inner layer, and an outer layer surrounding the middle layer. The middle layer may include an annular lumen and a plurality of strings within the annular lumen, and the plurality of strings may be connected to the inner layer. Applying a vacuum and evacuating the annular lumen of the middle layer alters a frictional force between the inner layer and the outer layer and thereby changes the catheter's flexural rigidity.

Abstract: Bifurcated endoprosthetic devices, systems and methods are disclosed herein for treating disease of human vasculature. In various embodiments, a bifurcated endoprosthesis includes a trunk portion and a plurality of legs, where the legs are constrained such that they maintain alignment with one another. In some examples, the legs and bifurcation of an endoprosthetic device may be formed by cutting a tubular graft component along a portion of less than its entire circumference in a longitudinally central region, and then folding the tubular graft component along the uncut portion to define two legs, where the uncut portion defines the bifurcation. In some such examples, the folded tubular graft component can be coupled with a tubular trunk component to form the bifurcated endoprosthetic device.

Abstract: A semiconductor device includes a first source/drain structure including a first semiconductor region and a first electrode in electrical contact with the first semiconductor region; a second source/drain structure including a second semiconductor region and a second electrode in electrical contact with the second semiconductor region; a channel between the first semiconductor region and the second semiconductor region; and a gate structure including a gate insulating film covering the channel and a gate electrode covering the gate insulating film. The first source/drain structure further includes a silicide film between the first semiconductor region and the first electrode and a conductive barrier between the silicide film and the first electrode. The conductive barrier includes a conductive two-dimensional material.

Abstract: A controller implantable within the body of a patient as part of a left ventricular assist device (LVAD) system and a method therefore are provided. According to one aspect, the controller includes processing circuitry configured to receive inputs from at least one of: at least one internal component of the LVAD system, at least one external component of the LVAD system, and at least one clinician's device, and determine a charging rate for charging a battery of the LVAD system internal to the patient based on at least one of the received inputs.

Abstract: A chair includes a seat and a back and a plurality of legs that together are adapted to support said seat and back. A through-opening opening in the back is configured as a hand hold to receive a user's hand to allow the chair to be manipulated. A through-opening in the back is configured to define an upward facing accessory hook. A method of hanging an accessory includes providing a chair having a seat and a back, and a through-opening in the chair back. The through-opening defines an upward facing finger that is adapted to engage a strap. An accessory is hung from the chair back by engaging a strap of the accessory with the finger.

Abstract: Described herein are techniques for generating a product strategy that may be implemented by a seller to optimize a product's prominence within a product listing generated by an electronic retailer. In some embodiments, a number of user segments may be generated for a product category into which the product falls. The system then identifies a target user segment for the product from the number of user segments. Once a target user segment has been identified, revisions to product data associated with the product may be determined based upon a set of search terms associated with the target user segment. The revisions may be provided to a seller of the product via a product strategy for implementation, either as a revised product data or as a set of recommended revisions to the product data.

Abstract: An allocation strategy allocating Resource Block Groups (RBGs) on a frequency carrier to a first Radio Access technology (RAT) and a second RAT for radio communication with a User Equipment (UE), is provided. A first allocation strategy is evaluated by allocating with start from the decided first RAT starting point, a first number of RBGs to the first RAT. The second RAT is allocated a second number of RBGs by use of the RBs that remains on the carrier after occupation of the first number of RBGs. A first difference is computed between the number of RBs requested for the first RAT and a first number of RBs comprised in the first number of RBGs allocated to the first RAT, and further computes a second difference between the number of RBs requested for the second RAT and a second number of RBs as comprised in the second number of RBGs.

Abstract: Systems and methods are provided for identifying items having material properties that are complementary to the material properties of a physical item depicted in an image. According to one embodiment, at least one captured image of a physical item associated with a user is obtained. Material properties related to one or more materials from which the physical item is formed may be determined based on analysis of the image. These material properties may include at least a type of the one or more materials. A second item having material properties that are complementary to the determined material properties may then be identified. Digital media including a representation of the first item and the second item may be generated for presentation at a user device associated with the user.

Abstract: A semiconductor device is provided. The semiconductor device includes a logic region and a capacitor region, wherein the capacitor region comprises a bottom electrode disposed on a substrate; a top electrode disposed on the bottom electrode; a first inter-metal dielectric film disposed between the substrate and the bottom electrode; a second inter-metal dielectric film and a third inter-metal dielectric film disposed between the top electrode and the bottom electrode; a passivation film disposed on the top electrode, wherein the top electrode is configured to have a rounded top corner, and the bottom electrode is configured to have a sharp top corner.

Abstract: The present disclosure relates to a steady-state microwave conductivity method that includes modulating a light beam to form an amplitude modulated light having a modulation frequency ?1, producing a microwave waveform, exposing a sample to the amplitude modulated light and a first portion of the microwave waveform to produce an amplitude modulation signal on the first portion of the microwave waveform, and mixing a second portion of the microwave waveform and the amplitude modulation signal to produce a first signal and a second signal.

Abstract: A film forming system includes: a film forming apparatus which includes a processing container, a stage provided in the processing container, a structure provided in the processing container and having recesses, and a window provided on a wall surface of the processing container; a measurement device which includes a light emitter, a light receiver, and a measurer configured to measure a light reflectance for each wavelength in the structure based on an intensity of light emitted to the structure and an intensity of light reflected from the structure; and a control device which includes an estimator configured to estimate a thickness of a film formed on a substrate based on the light reflectance for each wavelength in the structure, and a controller configured to stop film formation on the substrate when the estimated thickness of the film reaches a predetermined thickness.

Abstract: A package that includes a substrate and an integrated device coupled to the substrate. The substrate includes at least one dielectric layer and a plurality of interconnects comprising a first pad interconnect. The first pad interconnect comprises a first portion comprising a first width and a second portion comprising a second width that is different than the first width.

Abstract: The present invention discloses a prediction method and apparatus, a readable medium and an electronic device. The method includes: determining feature information of a target device and detection point data information corresponding to the target device; determining, based on the feature information of the target device and the detection point data information corresponding to the target device, a probability distribution model of feature data of the target device and a probability distribution model of detection point data with unshared data; determining a weight of the unshared data according to the probability distribution model of the feature data and the probability distribution model of the detection point data; establishing a federated learning model according to the unshared data, the weight of the unshared data and a device fault label corresponding to the unshared data; and predicting a device fault of the target device according to the federated learning model.