Abstract: Aspects of the present disclosure relate generally to systems and methods for detecting change in images using a quantum information processing (QIP) system. The method includes implementing a quantum circuit in the QIP system, the quantum circuit comprising at least an ancilla qubit denoted as |a> and qubits denoted as image qubit conditions on a |0> state and a |1> state of the ancilla qubit |a>. The method also includes loading a reference image and a test image onto image qubits controlled on the |0> state and the |1> state of the ancilla qubit |a> in the quantum circuit. The method further includes determining a state of the image qubits after measuring |1> on the ancilla qubit for a predetermined number of times, wherein the reference image is detected to be different from the test image when the state of the ancilla qubit measures |1>.

Abstract: A method includes receiving, by aggregator platform computer from a user device of first user, remittance message including at least a service amount for service rendered by second user to the first user; identifying, by the aggregator platform computer, that the remittance message includes an additional amount that accompanies the service amount; upon identifying that the remittance message includes the additional amount, forwarding, by the aggregator platform computer to a plug-in computer, the remittance message including the service amount and the additional amount; identifying, by the plug-in computer in the remittance message, the service amount and the additional amount; and separating, by the plug-in computer, the service amount from the additional amount. The plug-in computer facilitates transfer of the additional amount from an account of the first user to an account of the second user and sends, to the aggregator platform computer, a service remittance message including the service amount.

Abstract: The present disclosure describes compositions and methods for treating ornithine transcarbamylase (OTC) deficiency. The compositions include a lipid formulation and messenger RNA (mRNA) encoding an OTC enzyme. The lipid formulations can comprise an ionizable cationic lipid in a lipid nanoparticle encapsulating the mRNA.

Abstract: An illustrative intent classification engine may access a text transcript and determine one or more features associated with the text transcript. Based on the one or more features, the intent classification engine may generate an aggregate embedding vector and provide the aggregate embedding vector as an input to a trained model configured to output an intent classification. Corresponding methods and systems are also disclosed.

Abstract: Solutions for managing RAID logical devices. Some solutions provide enhanced online capacity expansion for virtual disks on RAID drives, for example by taking advantage of the hardware capabilities to expand a virtual disk stripe by stripe. Some solutions provide increase hardware automation, which can reduce firmware load and/or provide more efficient input-output operations (IO) for the online capacity expansion operation.

Abstract: Aspects of the subject disclosure may include, for example, obtaining a first indication of a first vulnerability in a first communication network or system, based on the obtaining of the first indication, analyzing the first vulnerability, based on the analyzing, determining that the first vulnerability is a vulnerability of first impression, based on the determining, generating a first solution to the first vulnerability utilizing machine learning, artificial intelligence, or a combination thereof, and based on the generating, implementing the first solution as part of the first communication network or system to address the first vulnerability in the first communication network or system. Other embodiments are disclosed.

Abstract: Solutions for managing RAID virtual disks. Some solutions enable increased use of hardware circuitry to schedule and perform IO on a virtual drive, providing for more efficient IO. In some cases, this can be accomplished by notifying the hardware of precise regions of a virtual disk affected by the maintenance operation and any given time. The hardware then, can continue to perform host IO on portions of the logical disk not undergoing maintenance.

Abstract: A memory card is provided with various pad layouts to prevent a data signal pad from contacting a power contact in a host during insertion and removal of the memory card. The memory card can have a form factor and features that accommodate a relatively-large memory with relatively-high performance and accompanying thermal conditions. An efficient card lock mechanism is also provided.

Abstract: An example valve includes: a plurality of ports including an inlet port, an outlet port, and an exhaust port; a solenoid coil having a cavity; an armature movable in the cavity of the solenoid coil; a retainer mounted at the exhaust port; and a seal mounted to the retainer, wherein as a signal having a particular polarity energizes the solenoid coil, a solenoid force is applied to the armature, causing the armature to move axially in the proximal direction to a particular position, allowing fluid flow from the outlet port, through the retainer, expanding the seal to allow fluid to flow around the seal to be vented to an external environment, while preventing ingestion of foreign substances.

Abstract: A motor control system providing at least seventeen speed settings using industry standard control signals and an industry standard five pin speed connector. One speed monitoring pin transmits an output signal for monitoring the speed of the motor, and four speed setting pins receive input signals for setting the speed. One of the speed setting pins receives and decodes two binary states and two frequency states, thereby providing a total of thirty-two speed settings. A non-regulated isolated winding is added to an internal transformer to provide an internal isolated flyback power supply for the motor, thereby liberating a pin on the industry standard five pin speed connector to provide the fourth speed setting input pin. Transmission circuitry is associated with the speed monitoring pin, and the non-regulated isolated winding is used to provide a direct current bias to the transmission circuitry.

Abstract: Technologies are provided for providing a dashboard interface corresponding to one or more datacenter components for information originating from one or more proprietary applications. A selection of information corresponding to the one or more datacenter components is initially received. Upon receiving the selection, an application programming interface (API) call request is made for the information corresponding to the one or more datacenter components from the one or more proprietary applications. As the information corresponding to one or more datacenter components from the one or more proprietary applications is received, it is aggregated and provided within the dashboard interface.

Abstract: Techniques are described that support automated generation of a digital document from digital videos using machine learning. The digital document includes textual components that describe a sequence of entity and action descriptions from the digital video. These techniques are usable to generate a single digital document based on a plurality of digital videos as well as incorporate user-specified constraints in the generation of the digital document.

Abstract: A method for visualizing a macromolecule fragment pattern resulting from gel electrophoresis has steps for preparing a polyacrylamide gel in an electrophoresis apparatus, treating the polyacrylamide gel with Meldrum's acid Activated Furan (MAF) dissolved in a suitable solvent, loading a protein sample to a prepared position in the gel, and resolving the protein sample by applying an electrical potential across the gel for a period of time, separating molecular fragments of the protein into the fragment pattern in the gel. The method is characterized in that the MAF stains the molecular fragments in a manner to be discernible by human vision and by conventional analysis techniques.

Abstract: The present disclosure provides coupling systems for use in industrial systems to removably couple one or more components to the industrial system. The coupling systems discussed herein employ a flexible sleeve in addition to one or more components. The flexible sleeve can have a component disposed therein. When pressure is applied to the flexible sleeve, the flexible sleeve constricts around the component, securing the component in the coupling system and thus to the industrial system. Once the component is secured, the industrial system executes one or more processes on the component. The coupling systems discussed herein can accommodate components of varying internal and external geometries as well as internal and/or external coatings and surface finishes.

Abstract: A system includes a training server that in a training phase causes a custom neural network model for foliage detection to learn features related to foliage from a modified training dataset and further learn a color variation range of a predefined color associated with the features. A combination of the features related to foliage and the color variation range of the predefined color is utilized to obtain a trained custom neural network model that is deployed in a camera apparatus. The camera apparatus in the operational phase captures a new color image of an agricultural field, operates the trained custom neural network model to detect one or more foliage regions in the new color image in a real time or near real time, and operates at least one of a plurality of agricultural implements, based on the detected one or more foliage regions in the new color image.

Abstract: Disclosed is an additive manufacturing method for producing a bio-mimetic nanocomposite scaffold using a multi-dimensional printer. The method includes generating a bio-mimetic tool path for a given connective tissue; receiving a bio-mimetic nanocomposite printable material into one or more printing heads of the multi-dimensional printer; and dispensing the bio-mimetic nanocomposite printable material in one or more layers on a printing surface, based on the generated bio-mimetic tool path, for producing the bio-mimetic nanocomposite scaffold.

Abstract: A camera apparatus acquires an input color image of an agricultural field and generates a first binary mask image from the input color image. The first binary mask image includes one or more foliage masks indicative of a presence of one or more foliage regions in a field-of-view with a first accuracy level. One or more morphology operations are applied to remove noise in the first binary mask image and one or more image regions that meet a defined criteria to be considered as foliage are identified. An output binary mask image of foliage mask is generated, which is set as a ground truth to train a custom neural network model in a training phase. The trained custom neural network model is operated to detect one or more other foliage regions in a new color image captured by the camera apparatus in a real time or near real time.

Abstract: A fallout engine performs fallout handling for workflows in deploying a cell site and helps to ensure that any errors in operations performed in earlier stages are addressed before moving onto a later stage. The fallout engine identifies the occurrence of one or more errors that occur during a pre-check before execution of the stage, during the execution of the stage, or a post-check after execution of the stage. The fallout engine determines the occurrence of an error, determines the appropriate party/component to remedy the error, and can re-starts the workflow at the point of the error, or before the error.

Abstract: Certain aspects of the present disclosure provide techniques for quasi-model (QML) relation indication and configuration for artificial intelligence (AI)/machine learning (ML) air interface operation. An example method, performed at a first wireless node, generally includes transmitting, to a second wireless node, an indication that a first machine learning (ML) model shares one or more properties with at least a second ML model; and utilizing at least the first ML model to communicate with the second wireless node.

Abstract: A camera apparatus including a central processing unit configured to capture raw image sensor data of a field-of-view of an agricultural field, concurrently execute a plurality of different image transformation operations in a single pass on the captured raw image sensor data to obtain a processed image output, based on an one-time read of pixel values of the captured raw image sensor data and push the processed image output in a shared memory accessible to a plurality of application nodes in the camera apparatus. The camera apparatus includes a graphical processing unit configured to cause the plurality of application nodes to concurrently access the processed image output from the shared memory to detect one or more foliage regions or one or more crop plants in the processed image output.