Abstract: Various embodiments for predicting which software vulnerabilities will be exploited by malicious hackers and hence prioritized by patching are disclosed.

Abstract: A system for training a machine learning algorithm to generate a plurality of ideal hologram phase correction maps includes a holographic head-up display (HUD) configured to display a plurality of duplicates of a graphic based on a hologram phase map. The system further includes a camera system configured to view each of the plurality of duplicates of the graphic. The system further includes a controller in electrical communication with the holographic HUD and the camera system. The controller is programmed to determine a plurality of ground-truth hologram phase correction maps using a genetic algorithm, the holographic HUD, and the camera system. The controller is further programmed to generate a training dataset including a plurality of images of the graphic and train the machine learning algorithm to generate the plurality of ideal hologram phase correction maps.

Abstract: Systems, apparatuses, and methods to mitigate effects of glitch attacks on a broadcast communication bus are provided. The voltage levels of the communication bus are repeatedly sampled to identify glitch attacks. The voltage level on the communication bus can be overdriven or overwritten to either corrupt received messages or correct received messages.

Abstract: Provided herein are RET kinase inhibitors according to the formula: pharmaceutically acceptable salts thereof, pharmaceutical compositions thereof, and methods for their use in the treatment of diseases that can be treated with a RET kinase inhibitor, including RET-associated diseases and disorders. A, R1, n, X1, X2, X3, X4, and R2 have the meanings given in the specification.

Abstract: Aspects of a geogrid system and method for improving substrate interactions within a geotechnical environment is disclosed. In one aspect a geotechnical environment is configured with a horizontal multilayer mechanically stabilizing geogrid. In said aspect the geogrid is extruded with a polymeric material and a compressible cellular layer, wherein the geogrid comprises a heightened aspect ratio with a patterned structure of engineered discontinuities and a plurality of strong axes. The combination of elements provides for a system and method of stabilizing soils and aggregate, by resisting lateral movement from the strong axes, and trapping particles in the patterned structure of engineered discontinuities.

Abstract: The present invention relates to a consumer product comprising a laminate packaging comprising an outer oriented multilayer film comprising a polyolefin-based polymer; an inner multilayer film comprising a polyolefin-based polymer; and a composition comprising 0.2% to 1.2% by weight of a perfume; wherein the outer and the inner layers are made of the same polyolefin-based polymer, which is ethylene based polymer or propylene based polymer; and wherein the composition is packaged inside the laminate packaging.

Abstract: Systems and processes for the treatment of a naphtha range hydrocarbon feedstock comprising sulfur-containing compounds, nitrogen-containing compounds, olefins, diolefins, and aromatics. The systems and processes are configured to treat the naphtha range hydrocarbon feedstock to convert the sulfur-containing compounds, nitrogen-containing compounds, and olefins, diolefins while less than 2 wt % aromatics are hydrogenated, producing an olefin lean overheads fraction comprising less than 0.2 wt % olefins and less than 100 mg/kg sulfur and an aromatics rich fraction comprising less than 50 ppmw olefins, less than 0.5 ppmw sulfur and less than 0.5 ppmw nitrogen.

Abstract: The present subject matter discloses a system and method for automatically detecting and quantifying a plaque/stenosis in a vascular ultrasound scan data in real time using Deep learning models. The system receives a video data and selects one or more frames/images for further processing to detect and quantify the plaque in the artery. Based on the selected one or more frames, the system detects a region of interest (ROI) and further processes the ROI. The system selects end points of a deposits of the plaque by taking a maximum length of the plaque in the artery/plaque boundary and determines the orientation of the vascular ultrasound scan. Based on the orientation and the selected end points, the system determines a vessel/artery boundary to identify a size of the plaque. Based on the determined vessel boundary and the orientation, the system determines plaque segments and measures parameters of the plaque.

Abstract: Aspects of the present disclosure relate to systems and methods for sorting one or more files hosted by a collaborative application. In one aspect, one or more activity signals associated with one or more files hosted by the collaborative application may be received from a substrate. An activity-based sort order may be determined using at least a combination of the one or more activity signals. The activity-based sort order may be applied to sort the one or more files hosted by the collaborative application for display in a user interface to an activity object of the collaborative application.

Abstract: Compounds of Formula I, including pharmaceutically acceptable salts thereof, and compositions and methods for treating human immunodeficiency virus (HIV) infection are set forth:

Abstract: The present disclosure is directed to alcohol and amine containing exatecan derivatives, and pharmaceutically acceptable salts or solvates thereof, comprising a structure of formula I: wherein X is defined in the disclosure. The disclosure is also directed to pharmaceutical compositions comprising these compounds and the use of these compounds and compositions in the prevention or treatment of cancers and/or tumors.

Abstract: An example embodiment may involve estimating, from genetic data of a plurality of individuals, identity-by-descent (IBD) segments; forming, from the IBD segments, a relationship graph representing genetic linkages between the individuals; determining, by applying a stochastic block model to the relationship graph, a plurality of genetic groups, wherein each of the genetic groups is assigned a respective subset of the individuals who share a greater amount of IBD segment length with one another than with a further respective subset of the individuals who are in other of the genetic groups; and training, for each of the genetic groups, a respective classifier based on (i) input including genome-wide local ancestry proportions of the individuals and sums of IBD segments for the individuals in the respective genetic group, and (ii) associated output of assignments of the individuals to the genetic groups.

Abstract: An event driven system and method for traveler thematic destination segmentation are disclosed. The event driven system includes a processor and a memory coupled to the processor to store machine instructions executable by the processor. When executed by the processor the machine instructions cause the processor to extract clearance and settlement transaction data from a database, prepare the clearance and settlement transaction data, clean geo-data associated with the clearance and settlement transaction data, enrich and standardize the geo-data, scrape theme data associated with a trip from a public network, verify the relevant theme data associated with the trip, enrich and standardize geo-data associated with the relevant theme data associated with the trip, and map the enriched and standardized geo-data associated with the clearance and settlement transaction data to the enriched and standardized geo-data associated with the relevant theme data associated with the trip.

Abstract: A method of fabricating an integrated circuit includes etching trenches in a first surface of a semiconductor layer. A trench dielectric layer is formed over the first surface and over bottoms and sidewalls of the trenches and a doped polysilicon layer is formed over the trench dielectric layer and within the trenches. The doped polysilicon layer is patterned to form a polysilicon bridge that connects to the polysilicon within the filled trenches and a blanket implant of a first dopant is directed to the polysilicon bridge and to the first surface. The blanket implant forms a contact region extending from the first surface into the semiconductor layer.

Abstract: Works in the literature fail to leverage embedding access patterns and memory units' access/storage capabilities, which when combined can yield high-speed heterogeneous systems by dynamically re-organizing embedding tables partitions across hardware during inference. A method and system for optimal deployment of embeddings tables across heterogeneous memory architecture for high-speed recommendations inference is disclosed, which dynamically partitions and organizes embedding tables across fast memory architectures to reduce access time. Partitions are chosen to take advantage of the past access patterns of those tables to ensure that frequently accessed data is available in the fast memory most of the time. Partition and replication is used to co-optimize memory access time and resources.

Abstract: An electronic device may identify one or more search queries occurring frequently in a query log during a temporal period and maintain, for each of the one or more search queries, a frequency count of the search query occurring in the query log. The device may identify, a plurality of uniform resource locators (URLs) and match, one or more URLs of the plurality of URLs based on text of the URLs. The device may generate a news event profile for each search query and add each of the matching URLs into a respective news event profile. The device may receive a query from a user and identify, a matching news event profile. The device causes URLs of the matching news event profile and one or more related search queries from the first group of search queries to be presented to the user.

Abstract: Methods, systems, and apparatus for constructing a wall panel and building are disclosed. The wall panel can include: fiber-reinforced concrete layers including concrete with interwoven fibrous materials; an insulation layer; and a connector. The insulation layer is sandwiched between the fiber-reinforced concrete layers, and the connector extends through the insulation layer and concrete layers to create composite action between the insulation layer and the concrete layers.

Abstract: Systems, methods, and devices are provided for executing cell balancing in an energy storage system. The systems, methods, and devices may comprise an imbalance estimation system and a balancing execution system. The imbalance estimation system may be configured to receive, and to determine an estimated cell imbalance and imbalance estimation uncertainty of the energy storage. The estimated cell imbalance of the energy storage may be based on a voltage input, V, representing a measured voltage associated with the energy storage device, and a probabilistic battery model associated with the energy storage device. The balancing estimation system may comprise a balancing circuit, the balancing execution system configured to partially discharge a cell via the balancing circuit based on the estimated cell imbalance of the energy storage device.

Abstract: The disclosure relates to an Electrostatic Discharge (ESD) protection semiconductor device for providing ESD protection between a first and a second terminal of another semiconductor device, the ESD protection device includes a semiconductor body having a first major surface, the semiconductor device further includes a first ESD terminal arranged to be connected to a first terminal of the other semiconductor device, a second ESD terminal arranged to be connected to a second terminal of the other semiconductor device, and a floating terminal.

Abstract: The invention relates to wind turbines, particularly to controlling reactive power exchange between a power grid and a wind power plant. The wind power plant has a plurality of wind turbine generators each having a corresponding power converter with a converter controller. Further, the wind power plant has a power plant transformer with an on load tap changer coupled between the wind power plant and the power grid. The power plant controller is regulating the on load tap changer and is generating reactive component setpoints for the wind turbine generators, when determining a need for production of short-term reactive power due to a sudden change in reactive power measured at the point of common coupling.