Abstract: A through-bore spool apparatus for use in deploying multiple spoolable media in a bore is disclosed. The through-bore spool apparatus comprises a first spool comprising a first spool axis and a first spoolable medium wound around the first spool axis, and a second spool comprising a second spool axis and a second spoolable medium wound around the second spool axis. The first and second spoolable media are de-spoolable simultaneously from the respective first and second spools during movement of the through-bore spool apparatus along a bore.

Abstract: Systems and methods for determining molecular structures based on atomic-orbital-based features are described. Atomic-orbital-based features can be utilized in combination with machine-learning methods to predict accurate properties, such as quantum mechanical energy, of molecular systems.

Abstract: A foil for a towed cable includes a body defining at least two conduits. The body has a foil shape having a leading edge and a trailing edge. The foil shape defines a first surface extending between the leading edge and the trailing edge configured to provide lift. The foil shape defines a second surface opposed to the first surface extending between the leading edge and the trailing edge. The foil shape defines first and second lateral sides that extend between respective lateral edges of the first and second surfaces, the leading edge, and the trailing edge. A first conduit is defined within the forward half of the body adjacent to the leading edge, is open to each of the first and second lateral sides, and is configured to receive a cable therethrough. A second conduit may be defined within the body and filled with buoyant material.

Abstract: Systems and methods are provided for parsing, verifying, and supplementing user-submitted data and pre-populating the information detected in the user-submitted data into a user-fillable electronic form. For example, the user may upload a cumulative vitae (CV) onto a system, and the system may analyze the CV to extract the date ranges and the corresponding entities enumerated in the CV. The system may confirm the information about the extracted entities in a database of entities, and pre-populate an electronic form using the confirmed information. Upon viewing the electronic form, the user may make any changes as needed before submitting the electronic form. Based on the changes made by the user, the system can update its data parsing and/or verification techniques using machine learning.

Abstract: Various embodiments of the present invention provide methods, apparatus, systems, computing devices, computing entities, and/or the like for performing risk score generation predictive data analysis. Certain embodiments of the present invention utilize systems, methods, and computer program products that risk score generation predictive data analysis by utilizing at least one of inferred hybrid risk score generation machine learning models and hybrid graph-based machine learning models.

Abstract: A battery enclosure for use in an electric vehicle where the structural support members of the battery enclosure are multi-functional and act to provide support for internally positioned batteries as well as provide additional strength to the framework of the electric vehicle. Furthermore, the structural elements can provide impact resistance to prevent unwanted intrusion into the battery enclosure.

Abstract: A vehicle imaging station comprising one or more cameras each camera having an adjustable shutter speed and a field of view, the fields of view of the one or more cameras covering an vehicle imaging volume, a control unit arranged to control the shutter speed of the cameras, a vehicle speed detection device arranged to measure the speed of a vehicle moving through the vehicle imaging volume and to output detected vehicle speed data to the control unit. The control unit is arranged to automatically adjust the shutter speed of the cameras based on the detected vehicle speed data and to cause the cameras to capture one or more images with the adjusted shutter speed.

Abstract: Vehicle platforms, and systems, subsystems, and components thereof are described. A self-contained vehicle platform or chassis incorporating substantially all of the functional systems, subsystems and components (e.g., mechanical, electrical, structural, etc.) necessary for an operative vehicle. Functional components may include at least energy storage/conversion, propulsion, suspension and wheels, steering, crash protection, and braking systems. Functional components are standardized such that vehicle platforms may be interconnected with a variety of vehicle body designs (also referred to in the art as “top hats”) with minimal or no modification to the functional linkages (e.g., mechanical, structural, electrical, etc.) therebetween. Configurations of functional components are incorporated within the vehicle platform such that there is minimal or no physical overlap between the functional components and the area defined by the vehicle body.

Abstract: Techniques are described for using compositional reasoning techniques to perform role reachability analyses relative to collections of user accounts and roles of a cloud provider network. Delegated role-based resource management generally is a method for controlling access to resources in cloud provider networks and other distributed systems. Many cloud provider networks, for example, implement identity and access management subsystems using this approach, where the concept of “roles” is used to specify which resources can be accessed by people, software, or (recursively) by other roles. An abstraction of the role reachability analysis is provided that can be used as input to a model-checking application to reason about such role reachability questions (e.g., which roles of an organization are reachable from other roles).

Abstract: A system for generating mist includes a vehicle with ventilation system, a misting device configured to atomized fluid to generate a variable amount of mist, and a fan configured to move the variable amount of mist through the ventilation system. The system further includes a particle sensor configured to measure particles and a controller in communication with the particle sensor, misting device, and fan, configured to receive a particle concentration from the particle sensor, compare it to a threshold, and control the variable amount of mist and/or the fan to keep the particle concentration greater than the threshold. A method for controlling mist in a vehicle includes pumping fluid to a misting device, generating a mist of fluid, pumping the mist into a vehicle ventilation system, measuring a particle concentration, and manipulating a misting device, pump, and/or fan using a controller to keep the particle concentration above a threshold.

Abstract: The invention provides a method of detecting a target polynucleotide in a sample comprising: (a) contacting the sample with a guide polynucleotide that binds to a sequence in the target polynucleotide and a polynucleotide-guided effector protein, wherein the guide polynucleotide and polynucleotide-guided effector protein form a complex with any target polynucleotide present in the sample; (b) contacting the sample with a membrane comprising a transmembrane pore; (c) applying a potential to the membrane; and (d) monitoring for the presence or absence of an effect resulting from the interaction of the complex with the transmembrane pore to determine the presence or absence of the complex, thereby detecting the target polynucleotide in the sample.

Abstract: A method provides for operating an engine configured to use a plurality of differing fuels. The method includes determining a fuel combustion ratio of the plurality of differing fuels associated with at least one engine cylinder of the engine based at least in part on one or more of a plurality of characteristic profiles. This maintains one or more of a plurality of actual values associated with usage of the plurality of differing fuels relative to defined corresponding threshold values. The fuel combustion ratio includes a ratio of the plurality of differing fuels to be delivered to the at least one engine cylinder. A fuel delivery system delivers the plurality of differing fuels to the at least one engine cylinder based on the fuel combustion ratio.

Abstract: A downhole optical communications system provided at a downhole location in use, the downhole communications system being for communicating between the downhole location and an uphole location, such as a surface location. The downhole optical communications system comprises a downhole optical transmitter configured to emit an optical signal for transmission over an optical transmission channel between the uphole location and the downhole optical transmitter; wherein the downhole optical transmitter is configured so as to produce a response to an optical signal received from the optical transmission channel and the downhole optical communications system is configured to determine data represented by the received optical signal from the response produced by the downhole optical transmitter.

Abstract: Embodiments of methods and systems related to operating a mobile asset are provided. In one example, a method for operating a mobile asset includes adjusting a fuel combustion ratio of a plurality of mobile assets based on an emission type exceeding a corresponding threshold, wherein the fuel combustion ratio includes a plurality of fuel types.

Abstract: Vehicle platforms, and systems, subsystems, and components thereof are described. A self-contained vehicle platform or chassis incorporating substantially all of the functional systems, subsystems and components (e.g., mechanical, electrical, structural, etc.) necessary for an operative vehicle. Functional components may include at least energy storage/conversion, propulsion, suspension and wheels, steering, crash protection, and braking systems. Functional components are standardized such that vehicle platforms may be interconnected with a variety of vehicle body designs (also referred to in the art as “top hats”) with minimal or no modification to the functional linkages (e.g., mechanical, structural, electrical, etc.) therebetween. Configurations of functional components are incorporated within the vehicle platform such that there is minimal or no physical overlap between the functional components and the area defined by the vehicle body.

Abstract: Resource state validation may be performed for access management policies by an identity and access management system. An access management policy associated with an account for network-based services may be received and validated according to resource state obtained for resources associated with the account. A correction for a portion of the access management policy may be identified according to the validation and provided via an interface for the identity and access management system.

Abstract: Methods and systems are provided for maintaining combustion stability in a multi-fuel engine. In one example, a system may include first and second fuel systems to deliver liquid and gaseous fuels, respectively, to at least one cylinder of the engine, and a controller. The controller may be configured to supply the gaseous fuel to the at least one cylinder, inject the liquid fuel to the at least one cylinder to compression ignite the liquid fuel and combust the gaseous fuel in the at least one cylinder, and retard an injection timing of the injection of the liquid fuel based on a measured parameter associated with auto-ignition of end gases subsequent to the compression-ignition of the liquid fuel. In some examples, the controller may further be configured to adjust an amount of the gaseous fuel relative to an amount of the liquid fuel based on the measured parameter.

Abstract: The present disclosure provides methods and compositions for the treatment of cancer. In some aspects, the present disclosure provides splice-switching oligonucleotides that downregulate AR or EGFR expression and methods of using these splice-switching oligonucleotides to treat cancer.

Abstract: Document retrieval from a large document storage database may be facilitated through the use of a search system configured for identifying concepts related to a specific search query provided by a user. Prior to retrieving documents for inclusion in a listing of search results, the terms included within a user-provided search query may be expanded based on relationships between terms represented within a Resource Description Framework (RDF) triplestore to generate a semantic search query. Documents linked with one or more of the terms included within the semantic search query are identified and included within the search results.

Abstract: A screen assembly, such as a downhole/sand screen assembly, comprising first and second screen portions or screens longitudinally coupled together, wherein there is provided a fluid flow path between the first and second screen portions or screen. Optionally, the first and second sleeves are coupled or connected by a centraliser or further sleeve or screen, and/or optionally by or via first and second support ring.