Abstract: Various methods and systems are provided for reducing parametric heterogeneity in quantitative magnetic resonance (qMR) images, to increase robustness of in-field machine learning model inferences. In one example, a method for reducing qMR image heterogeneity includes, receiving a first qMR image, acquired using a first value of an acquisition parameter, determining a target value of the acquisition parameter based on a training dataset of a machine learning model, generating a synthetic qMR image, wherein the synthetic qMR image simulates a qMR image acquired using the target value of the acquisition parameter, by mapping the first qMR image to the synthetic qMR image using an analytical model, and feeding the synthetic qMR image to the machine learning model.

Abstract: A hydrocolloid or aqueous solution comprising a poly alpha-1,3-glucan ether compound is disclosed having a viscosity of at least about 10 centipoise (cPs). The poly alpha-1,3-glucan ether compound in these compositions has a degree of substitution of about 0.05 to about 3.0. Also disclosed is a method for increasing the viscosity of a hydrocolloid or aqueous composition using a poly alpha-1,3-glucan ether compound.

Abstract: An asynchronous stream of security events is added to a data lake for enterprise security by identifying groups of related events related to a security threat, and creating rules to fold these related events into a single security event along with metadata. The folding rules may then be applied to security events in the event stream to compress data in the data lake and improve detection efficiency.

Abstract: A system of a motor vehicle includes a radar unit for generating a radar signal associated with a target positioned about the vehicle. The system further includes a tracker generating a tracker signal associated with a radar heading and a doppler based on the radar signal. The system further includes a wheel speed sensor for generating a wheel speed signal associated with a velocity of the vehicle. The system further includes a gyroscope for generating a gyro signal associated with a measured yaw rate. The system further includes a computer having a processor and a computer readable medium. The processor is programmed to determine a gyro drift and a corrected yaw rate while the vehicle is in motion, with the gyro drift and the corrected yaw rate being based on at least the radar heading, the doppler effect, and the velocity of the vehicle, and the measured yaw rate.

Abstract: The present invention relates to co-crystals of boscalid and a triazole fungicide such as hexaconazole or cyproconazole. Also included are agrochemical compositions and methods of combating or controlling fungi by contacting the fungi or their locus with a fungicidally effective amount of the co-crystal.

Abstract: A computer implemented method of synchronizing data between a central database and at least one individual database including the steps of: acquiring data from at least one external source; forming an intelligence dataset, wherein the intelligence dataset includes multiple intelligence datum; storing the intelligence dataset in a central database; applying a machine learning ML tagging algorithm to the stored dataset to assign at least one tag to each intelligence datum in the stored dataset, forming a tagged intelligence dataset including multiple tagged intelligence datum; and copying each tagged intelligence datum from the central database to at least one individual database based on the assigned tag.

Abstract: The present disclosure relates to an apparatus (100) for joint test action group (JTAG) and scan emulation, the apparatus includes a controller circuitry (102) that is interfaced to a target integrated circuit (IC) (106) for testing the target IC, the controller circuitry having one or more serial peripheral interface (SPI) devices (104-1, 104-2) operating in master mode and slave mode. The controller circuitry (102) operates the one or more SPI devices (104-1, 104-2) to switch between a first mode and a second mode dynamically to emulate JTAG and scan test functionality. The controller circuitry facilitates reusing the one or more SPI devices located in the controller circuitry to emulate JTAG and scan test interface protocols without any additional hardware requirements.

Abstract: Techniques described herein relate to a method for performing data protection services. The method includes identifying a restoration event associated with an network attached storage (NAS) asset stored in a backup storage; obtaining backup information associated with the NAS asset; making a determination that the restoration is associated with cross platform restoration; and in response to the determination; identifying an available cross platform host of a multi-platform host environment (MPHE) using host information; and initiating restoration of the NAS asset using the cross platform host.

Abstract: Embodiments of the invention relate to methods and systems for efficiently backing up a production host. In one or more embodiments, assets are assigned to one or more slices. Depending on the type of assets assigned to a slice such as directory information versus data, the slices are assigned a flag. This flag may then be used to determine which streams a slice should be assigned to and based on the specific flags of the slices assigned to each stream, the order by which the streams are transferred to backup containers located in a backup storage may be determined. This may result in better or more efficient utilization of available connections between the containers and the production host, resulting in better utilization of system and network resources as well as a better backup and recovery performance.

Abstract: Methods and apparatus are provided for network slice configuration. In one example aspect, a method in a network function in a network is disclosed. The network is a visited network for at least one User Equipment, UE. The network provides a network slice for the at least one UE, and the network function is a gateway for data communications for the at least one UE. The method includes obtaining an IP address for at least one service for the at least one UE, and providing the at least one service to the at least one UE according to a gateway configuration from a home network of the at least one UE.

Abstract: The present disclosure relates to a fully liquid immunogenic composition comprising a combination of antigens/immunogens. The immunogenic composition comprises optimum amount of antigens/immunogens to confer protection against a number of diseases. The composition exhibits improved immunogenicity and stability. A process for preparing the vaccine composition is also disclosed.

Abstract: A method and a system for providing a combination of optimal and stable instances are disclosed. The method includes receiving a configuration information of an application for execution; identifying parameters related to the application of user; identifying a set of optimal instances based on the identified parameters; fetching a data of historical spot instance(s) from a host platform; predicting a stability score for each of the optimal spot instances based on at least the data of the historical spot instance(s); predicting an intermediate set of optimal and stable spot instances from the at least one optimal spot instance based on the stability score of the optimal spot instances; and predicting the combination of optimal and stable instances, based on at least on a cost factor and based on at least one of the intermediate set of optimal and stable spot instances, and a set of optimal on-demand instances.

Abstract: A method, apparatus, and system for providing orientation and location estimates for a query ground image include determining spatial-aware features of a ground image and applying a model to the determined spatial-aware features to determine orientation and location estimates of the ground image.

Abstract: The bioreactor system including a compartmentalizing device and subsequent machinery that enable advanced conditions for cell-free synthesis and/or posttranslational modifications, continuity of the purification and/or production process and/or reuse of cell-free production components is described herein. The bioreactor system enables interaction of each product making compartment that contains cell-free production mixture with providing platforms that contain supporting fluids. Methods of producing biological products by utilizing the bioreactor system are provided. Methods of manufacturing a bioreactor system is also described.

Abstract: Systems and methods for sampled band-gap reference voltage generators are described. An embodiment includes a band-gap reference voltage generator circuit that includes: a first load transistor, a second load transistor where the gates of the first and second load transistors are connected, a first bipolar transistor, a second bipolar transistor, where the bases of the first and second bipolar transistors are connected, a first capacitor where a first terminal of the first capacitor is connected to the emitter of the first bipolar transistor through a first switch and a second terminal of the first capacitor is connected to the emitter of the second bipolar transistor through a second switch.

Abstract: The invention relates to non-systemic TGR5 agonist useful in the treatment of chemotherapy-induced diarrhea, diabetes, Type II diabetes, gestational diabetes, impaired fasting glucose, impaired glucose tolerance, insulin resistance, hyperglycemia, obesity, metabolic syndrome, ulcerative colitis, Crohn's disease, disorders associated with parenteral nutrition especially during short bowel syndrome, and irritable bowel syndrome (IBS), and other TGR5 associated diseases and disorders, having the Formula: where R1, R2, R2?, R3, R4, X1, X2, X3, X4, Q, and n are described herein.

Abstract: Techniques for optimizing technologies related to network path tracing and network delay measurements are described herein. Some of the techniques may include using an IPv6 header option and/or segment identifier field of a segment list or a TLV of a segment routing header as a telemetry data carrier. The techniques may also include using an SRv6 micro-segment (uSID) instruction to indicate to a node of a network that the node is to perform one or more path tracing actions and encapsulating the packet and forward. Additionally, the techniques may include using short interface identifiers corresponding to node interfaces to trace a packet path through a network. Further, the techniques may include using short timestamps to determine delay measurements associated with sending a packet through a network. In various examples, the techniques described above and herein may be used with each other to optimize network path tracing and delay measurement techniques.

Abstract: Techniques for optimizing technologies related to network path tracing and network delay measurements are described herein. Some of the techniques may include using an IPv6 header option and/or segment identifier field of a segment list or a TLV of a segment routing header as a telemetry data carrier. The techniques may also include using an SRv6 micro-segment (uSID) instruction to indicate to a node of a network that the node is to perform one or more path tracing actions and encapsulating the packet and forward. Additionally, the techniques may include using short interface identifiers corresponding to node interfaces to trace a packet path through a network. Further, the techniques may include using short timestamps to determine delay measurements associated with sending a packet through a network. In various examples, the techniques described above and herein may be used with each other to optimize network path tracing and delay measurement techniques.

Abstract: Various aspects of the present disclosure generally relate to wireless communication. In some aspects, a base station may receive, from a user equipment and at a physical layer entity of the base station, channel state information (CSI) that includes a CSI part 1 and a CSI part 2, the CSI part 1 having a length known to the base station and the CSI part 2 having a length that is based at least in part on a payload of the CSI part 1. The base station may decode, at the physical layer entity of the base station, a payload of the CSI part 2 based at least in part on a payload of the CSI part 1 and one or more parameters indicated by a medium access control (MAC) layer entity of the base station. Numerous other aspects are described.

Abstract: Systems and methods for diagnosing a sensor of an exhaust aftertreatment system can include a controller determining that an amount of an exhaust gas constituent at a particular location is expected to be at or below a predefined value for a period of time, and receiving data indicative of a sensed amount of the exhaust gas constituent from the sensor of the exhaust aftertreatment system during the period of time. The controller determines, based on the sensed amount of the exhaust gas constituent, an amount of offset affecting the sensor of the exhaust aftertreatment system, and initiates an action based on the determined amount of offset to diagnose the sensor.