Abstract: A method for visualizing a reference object in an augmented reality (AR) workspace includes: calibrating the AR workspace by mapping a first coordinate space to the AR workspace; projecting an interface with control elements onto the AR workspace; obtaining an image of the AR workspace that includes the interface and the reference object; identifying the reference object in the image using an image recognition algorithm; retrieving a reference file associated with the reference object, where the reference file includes structural information describing one or more layers of the reference object; identifying a first point of interest (POI) on the reference object; generating, based on the structural information of the reference file, a virtual x-ray representation of structures of the reference object; projecting the virtual x-ray representation onto the AR workspace. The virtual x-ray representation includes a rendering of an internal structure of the reference object.

Abstract: Methods and systems for cellular device detection are presented. A wideband receiver is operable to acquire a block of digitized samples in an uplink frequency band. The wideband receiver is also operable to applying one or more computational kernels to the block of digitized samples, thereby determining a possible uplink transmission from the cellular device. The cellular device is confirmed when the bandwidth of the possible uplink transmission is verified and a cellular basestation, associated with the possible uplink transmission, is located.

Abstract: An apparatus, method and computer program is described comprising: receiving a first signal comprising one or more carrier signals comprising a plurality of resource blocks, wherein each resource block is assigned to a unique frequency and time slot of the respective carrier signal; generating a clipping pulse by modifying said first signal; converting the clipping pulse signal into a plurality of narrowband signals, wherein each narrowband signal is a frequency slice of the clipping pulse signal; modifying the plurality of narrowband signals to generate a plurality of modified narrowband signals, wherein said modifying is controlled based on filter weights that define a level of noise to be added to the respective narrowband signals in accordance with a desired error vector magnitude distribution or clipping noise distribution.

Abstract: A method of detecting ice within an automatic ice maker includes capturing an image of an ice mold within the ice maker, analyzing the image using a machine learning image recognition process, determining one or more characteristics of the ice maker, and implementing a responsive action to control the ice maker accordingly.

Abstract: Systems and techniques for hierarchical tournament-based machine learning predictions are described herein. A machine learning selection model may be trained with training data. A configuration may be received that includes the metric and a target prediction. A set of evaluation component combinations may be selected using the machine learning selection model. Each evaluation component combination of the set of evaluation component combinations may include an algorithm, a hierarchical learning model corresponding to a level of a hierarchy, and a prediction model for the target prediction. The set of evaluation component combinations may be transmitted to a cluster of computing nodes. Output results may be received for the set of evaluation component combinations. The output results may be evaluated using the metric to determine a winning evaluation component combination. The winning evaluation component combination may be stored in storage for use in calculating future predictions for the target prediction.

Abstract: Devices and methods related to unpowered switching module. A method of forming a switching module can include providing a first input terminal of the switching module; providing a second input terminal of the switching module; and providing an output terminal of the switching module configured to output a radio-frequency (RF) component of an input signal received on the first input terminal or the second input terminal in response to the input signal including a positive direct-current (DC) voltage.

Abstract: A method of generating a representation of a program logic includes: capturing first program code in a low-level programming language, the program code having been generated by compiling program logic defined in a high-level language; dividing the captured first program code into a sequence of code sections based on a predetermined set of at least partially parameterized code patterns, wherein specific parameter values are captured for each code section and a terminal symbol of an intermediate language is assigned to each code section; assigning the assigned terminal symbols to non-terminal symbols of the intermediate language based on a context-free grammar, wherein a totality of the assigned non-terminal symbols describes the program logic of the first program code in the intermediate language; and generating a representation of the program logic independent of the first processor architecture based on the associated non-terminal symbols of the intermediate language and the detected parameter values.

Abstract: A Magnetic Tunnel Junction (MTJ) device can include a reference magnetic layer having one or more trenches disposed therein. One or more sections of a tunnel barrier layer can be disposed on the walls of the one or more trenches. One or more sections of a free magnetic layer can be disposed on the one or more sections of the tunnel barrier layer in the one or more trenches. One or more sections of a conductive layer can be disposed on the one or more sections of the free magnetic layer in the one or more trenches. One or more insulator blocks can be disposed between corresponding sections of the tunnel barrier layer, corresponding sections of the free magnetic layer and corresponding sections of the conductive layer in the one or more trenches.

Abstract: Methods for identifying and generating a preview set of documents for use with variable data printing operations reduce the number of records that are previewed using filtering criteria. Records to be included in the preview set include text objects having text variables, image objects having image variables, and barcode objects having barcode variables. Records for the preview set also include those defined by rules and associated conditions based on data provided to generate the documents. A better representation of the variable data print job is provided.

Abstract: A method for preparing a piezoelectric film includes: coating a solution containing a piezoelectric polymer and a solvent on a substrate to obtain a film, wherein the piezoelectric polymer is a copolymer of vinylidene fluoride and trifluoroethylene; and annealing the film at a temperature ranging from 122° C. to 133° C., to obtain the piezoelectric film.

Abstract: Implementations include receiving an AAG that at least partially defines a digital twin of an enterprise network and includes rule nodes each representing an attack tactic that can be used to move along a path, determining security controls each mitigating at least one rule node, executing an iteration of a simulation of a sub-set of security controls in the enterprise network, the iteration including: for each security control in the set of security controls, determining, an influence score that represents a change in a security risk from implementing the security control and a rule distribution, defining the sub-set of security controls based on the first influence scores, and reducing the AAG based on the sub-set of security controls to provide a residual AAG, determining a decrease in a graph risk value and the first AAG, and selectively implementing the sub-set of security controls in the enterprise network.

Abstract: An image processing device for an endoscope outputs a video signal to an image display part that displays an observation image based on the video signal. The image display part is configured such that a first side of a display screen that displays the observation image is shorter than a second side intersecting with the first side, and is configured to be set in both a first setting state in which the first side is along a vertical direction and a second setting state in which the second side is along the vertical direction. The image processing device includes: a setting state recognition part configured to recognize the setting state; and a video signal generation part configured to generate the video signal such that the subject image in the observation image has an orientation corresponding to the setting state of the image display part.

Abstract: According to one embodiment, a behavior estimating method for estimating behavior of a person being measured equipped with an activity meter including an acceleration sensor, includes presetting a first angle between a gravitation direction and a direction of action of a standard person being measured, calculating different acceleration waveforms from the activity meter, extracting a second angle between the gravitation direction and the direction of action of the person from the acceleration waveforms, performing a coordinate transformation process among the acceleration waveforms based upon the present first angle and the extracted second angle, and performing behavior estimation of the person using a result of the coordinate transformation.

Abstract: A system for managing network connected devices, comprising at least one hardware processor adapted to produce a plurality of unique device descriptors, each describing one of a plurality of network connected devices, by: for each of a plurality of device descriptors, each having a plurality of supported actions, and one or more domain device identifiers, each identifier associating the device descriptor with one of a plurality of management domains: for each of the plurality of management domains not associated with the device descriptor: and instructing execution on a network connected device described by the device descriptor a domain identification query according to the descriptor's plurality of supported actions, to determine a new domain device identifier.

Abstract: Disclosed is a novel 3D-printer system for printing elastically deformable rubber parts such as rubber seals where the uncured rubber source material is partially cured before printing each rubber layer of the rubber part. Furthermore, disclosed is a novel 3D printing method for 3D-printing an elastically deformable rubber body using the 3D-printer system.

Abstract: A process can be used for preparing sodium and potassium alkoxides. The process is characterized by two simultaneously implemented but spatially separated reactions of an alcohol ROH with NaOH, and ROH with KOH, to give sodium alkoxide and potassium alkoxide, respectively. The vapours formed in this case contain the alcohol used and water. The vapours are combined, and the resulting mixed vapour is fed to a common distillation with recovery of the alcohol.

Abstract: A method for operating an injector on an internal combustion engine includes the steps of: introducing a fuel into a combustion chamber of the internal combustion engine by way of the injector; capturing, for a plurality of injection events, a wear value for the injector; assigning each respective one of the wear value that is captured to a respective one of a plurality of wear value classes; determining, for each of the plurality of wear value classes, a class frequency of a plurality of the wear value that are captured and assigned to a corresponding one of the plurality of wear value classes; calculating, based on a plurality of class frequencies of the plurality of wear value classes, a total wear value for the injector; and evaluating a condition of the injector based on the total wear value.

Abstract: Disclosed herein are methods and systems for training machine learning (ML) models to classify activity of objects, comprising selecting a set of frames depicting one or more objects from one or more video sequences each comprising a plurality of consecutive frames, associating the object(s) with each pixel included in a bounding box of the object(s) identified in each frame of the set, computing a motion mask for each frame of the set indicating whether each pixel associated with the object(s) in the frame is changed or unchanged compared to a corresponding pixel in a preceding frame, augmenting an image of the object(s) in each frame of a subset of frames of the set to depict only the changed pixels associated with the object(s) by cutting out the unchanged pixels, and training one or more ML models, using the set of frames, to classify one or more activities of the object(s).

Abstract: A master battery management system (BMS) used for a battery system in which a plurality of slave BMSs and the master BMS communicate wirelessly includes: a receiving unit configured to receive, from each slave BMS, data of the corresponding slave BMS and data transmission information of at least one other slave BMS except for the corresponding slave BMS among the plurality of slave BMS during one period in which each of the plurality of slave BMSs transmits data at least once; and a determination unit configured to determine a communication error or an abnormal slave BMS by using the data of the corresponding slave BMS and the at least one other slave BMS data received from each slave BMS during one period. The data transmission information of the at least one other slave BMS is information on a history that the other slave BMS transmits data.