Abstract: An imaging device (010, 10, 110) comprises a first optical system (020, 20, 120) at a distal end of the imaging device, a second optical system (080, 80, 180) towards the proximal end of the imaging device, and a sensor (074, 74, 174) at the proximal end of the imaging device. The first and second optical systems and the sensor are aligned along a common longitudinal axis. The first optical system is or comprises one or more reflective and/or refractive optical components (24, 124; 22, 122) symmetrically and/or coaxially arranged with respect to the longitudinal axis, and the second optical system comprises one or more reflective and/or refractive optical components (24, 124; 22, 122) for focussing incident light towards the sensor. A calibration system (200) and method for calibrating such an imaging device, and a method of processing image data obtained from such an imaging device are also provided.

Abstract: Aspects of the subject disclosure may include, for example, a process or apparatus for receiving, by a processing system including a processor, cell traffic reports for cells of a radio communication network, performing a reconfiguration analysis to identify reconfiguration information to reconfigure the radio communication network according to changing network conditions, and communicating the reconfiguration information defining a new cell configuration for the cells of the radio communication network and communicating information defining a new reconfiguration time for the cells to substantially synchronously switch to communicating according to the reconfiguration information. The receiving the cell traffic reports, the performing the reconfiguration analysis and the communicating the reconfiguration information occur in substantially real time. Other embodiments are disclosed.

Abstract: A method may include a processing system having at least one processor for receiving a first machine learning model, the first machine learning model in a first format associated with a first development environment, adapting the first machine learning model to a containerized environment, validating the first machine learning model according to at least one validation criterion associated with a repository, and publishing the first machine learning model to the repository.

Abstract: A method is disclosed for cooling a heat transfer fluid circulating in a cooling circuit including a chiller. The method includes installing on the circuit a vacuum housing having a heat exchange conduit extending therethrough and partially filled with a coolant and an atmosphere and pre-cooling the atmosphere and coolant within the vacuum housing to a pre-cooling temperature of between 35 and 60 degrees Fahrenheit using a conventional cooling system. Thereafter the pressure in the vacuum housing is reduced to between 1 and 500 millitorr until an initial cooling temperature in the range of of ?50 to 35 degrees Fahrenheit is reached and the heat transfer fluid is then circulated through the heat exchange conduit and to the chiller and back. The pressure reduction in is obtained by selectively connecting the vacuum housing to a larger vacuum reservoir which is connected to a vacuum pump.

Abstract: A system can obtain a labelled data set, including historic video data and labelled events. The system can divide the labelled data set into historic training/testing data sets. The system can determine, using the historic training data set, a plurality of different parameter configurations to be used by a video encoder to encode a video that includes a plurality of video frames. Each parameter configuration can include a group of pictures (“GOP”) size and a scenecut threshold. The system can calculate an accuracy of event detection (“ACC”) and a filtering rate (“FR”) for each parameter configuration. The system can calculate, for each parameter configuration of the plurality of different parameter configurations, a harmonic mean between the ACC and the FR. The system can then select a best parameter configuration of the plurality of different parameter configurations based upon the parameter configuration that has the highest harmonic mean.

Abstract: An intelligent agent monitors operation of at least one software virtualized network (VN). Context information associated with the VN is used to analyze a state of the VN. At least one configuration change is caused to the VN in response to analysis of the state of the VN. A change is identified to the state of the VN caused by the configuration change. A determination is made as to whether or not the change to the state of the VN is an improvement to operation of the VN. A response to the determination is made by causing at least one other configuration change to the VN.

Abstract: The embodiments herein are directed to methods for incorporating high quality, sustainable carbon product into animal feed. In particular, the sustainable carbon product described herein for use in animal feed may be produced as byproducts of efficient, clean energy processes. Utilization of sustainable carbon product produced by such clean energy solutions can provide long-term benefits to the environment, while providing a high-quality feed supplement for treating microbial infections without increasing anti-microbial resistance.

Abstract: A method may include a processing system having at least one processor for receiving a first machine learning model, the first machine learning model in a first format associated with a first development environment, adapting the first machine learning model to a containerized environment, validating the first machine learning model according to at least one validation criterion associated with a repository, and publishing the first machine learning model to the repository.

Abstract: Methods and structures for forming anodization layers that protect and cosmetically enhance metal surfaces are described. In some embodiments, methods involve forming an anodization layer on an underlying metal that permits an underlying metal surface to be viewable. In some embodiments, methods involve forming a first anodization layer and an adjacent second anodization layer on an angled surface, the interface between the two anodization layers being regular and uniform. Described are photomasking techniques and tools for providing sharply defined corners on anodized and texturized patterns on metal surfaces. Also described are techniques and tools for providing anodizing resistant components in the manufacture of electronic devices.

Abstract: An aspect of the present disclosure is directed to a method for mitigating rotor bow in a turbo machine. The method includes rotating a rotor over a first period of time; discontinuing rotation of the rotor for a second period of time; and iterating, over an overall period of time, rotation of the rotor over the first period of time and discontinuing rotation of the rotor for the second period of time.

Abstract: A circuit configured to transmit frequency multiplexed signals from a superconducting domain to a higher temperature domain. The circuit comprising a multiplexed signal output and a plurality of superconducting oscillator circuits each configured to output a different carrier frequency, each superconducting oscillator circuit comprising an oscillator output connected to the multiplexed signal output. Each superconducting oscillator circuit comprising a converter stage configured to convert an input of a superconducting logic signal to a Single Flux Quantum (SFQ) bit value, a splitter stage electrically connected to an output of the converter stage, the splitter stage configured to change between a first current state and a second current state based at least in part on the SFQ bit value, and an oscillator stage magnetically coupled to an output of the splitter stage and electrically coupled to the oscillator output.

Abstract: A vehicle control system for a vehicle, the vehicle control system comprising a controller, wherein the controller has an activatable secondary parked mode in which the controller automatically controls a plurality of components of the vehicle, each component also being controllable by a corresponding user control, and activation of the secondary parked mode changes the state of each component from an in-use state to a parked state when the vehicle attends a delivery or collection.

Abstract: A notification can be generated to notify a user of a value of a first parameter of a vehicle. Generating the notification includes identifying a second parameter based on an association of the second parameter with the first parameter; comparing the value of the first parameter to a first threshold value and a second threshold value; and generating the notification notifying the user of the value of the first parameter based on a value of the second parameter if the value of the first parameter is between the first and second thresholds.

Abstract: A carrier grid with integrated gas delivery system for use in a charged particle beam system (CPB). The carrier grid has a body with an internal reservoir for storing a gas. A post extends from the body with an end for supporting a sample to be operated upon, and an outlet tip extends from the end of the post. A channel extends from the reservoir, through the post and ends in the outlet tip, where the outlet tip seals the stored gas in the body. Cutting the outlet tip near its base, with a focused ion beam (FIB) by example, will open the channel to the CPB chamber, allowing the prestored gas within the reservoir to escape. A FIB or electron beam directed at the junction of the sample positioned near the post will cause deposition and subsequent attachment of the sample to the post in presence of the gas.

Abstract: A system may allow for generic end user mobile devices to be operated using a virtualized personal device framework. The virtualized personal device framework may provide for a collective intelligence network platform that allows offloading of heavy computing processes onto virtual instance in a cloud network and enables crowd sourcing services for smart cities that may provide smart emergency services in which end-users collaborate.

Abstract: The present document provides a method for facilitating dynamic sustainability mapping of real estate. Further, the method may include receiving one or more real estate data, analyzing the one or more real estate data using one or more machine learning models, generating one or more processed real estate data for the one or more real estate based on the analyzing, retrieving one or more real estate rating data, analyzing the one or more processed real estate data and the one or more real estate rating data, generating one or more Environmental, Social, and Corporate Governance (ESG) credits for the one or more real estate, transmitting the one or more ESG credits to the one or more user devices, and storing one or more of the one or more real estate data, the one or more processed real estate data, and the one or more ESG credits.

Abstract: A method may include obtaining a state diagram of a software management system, wherein the software management system manages at least a first software and configuring a license usage management system based on the state diagram.

Abstract: A novel method for cross-section sample preparation has a sample oriented normal to an SEM/GFIS or other imaging column via a stage, and is operated upon by an FIB to form the cross-section pre-lamella within the sample, followed by an approximate 90° rotation with no tilt of the stage for cut out by the FIB. Asymmetric trenches are milled to have a three-dimensional depth profile to ensure that the FIB has clear line of sight to a face of the resulting pre-lamella when the sample has been rotated. The three-dimensional depth profile further minimizes overall milling time required for the preparation of the pre-lamella.