Abstract: Provided herein are compositions and methods for the identification of an expression profile in a single cell or population of cells. Kits for use with the disclosed methods are also provided, including antibodies, with a unique molecular identifier and antibody identifier, and primers for amplification of the antibody identifier sequence.

Abstract: A method includes receiving a natural language query from a user that solicits a response from an assistant large language model (LLM), receiving a prompt composition including an instruction parameter that specifies a task for the assistant LLM to respond to user queries concisely, structuring a conciseness prompt by concatenating the prompt composition to the natural language query, and processing, using the assistant LLM, the conciseness prompt to generate a concise response to the natural language query. The method also includes providing, for output from a user device, the concise response to the natural language query.

Abstract: A method, an unmanned mobile entity and a computer program are provided for evaluating a performance of a first sensor unit which is arranged to measure a physical property of its environment at a location. An unmanned mobile entity transports a reference sensor unit to the location and the reference sensor unit is arranged to measure the physical property at the location. The performance of the first sensor unit is evaluated based on a comparison of the measurements of the first and reference sensor units.

Abstract: Systems for grounding junction box are provided, as well as methods for installing the systems. An exemplary grounding junction box may include a housing, a grounding bar affixed to the housing and including a first end and a second end, at least one ground lug mounted within the enclosure of the housing, and a rail lock mounted to the second end of the grounding bar. The housing comprises a base wall, at least one side wall extending from the base wall, and a lid attached to the at least one side wall, forming an enclosure when closed. The at least one ground lug electrically connects the grounding bar and includes a wire guide receiving and securing a grounding wire with a ground lug fastener. The rail lock is configured to secure the grounding bar to a rail and form an electrical bond path from the grounding wire to the rail.

Abstract: A method for avoiding packet mis-ordering when routing a flow of packets in a direct interconnect network along a path from a source node to a destination node using virtual channel FIFOs. The method involves assigning a VC FIFO buffer for an input port in the next node along the path from the source node to the destination node via a next-hop VC allocation table (NVT), which encodes VC FIFO buffer availability for all packets identified as part of the flow of packets.

Abstract: A method may include receiving a first event notification including a key, received via a first stream of a streaming event platform. The method may include generating a record of the first event notification in a database including a correlation ID and the key. The method may include generating an event indicating an alarm notification, based on the first event notification in a second stream. The method may include receiving a second event notification including the key, received via the first stream. The method may include generating a record of the second event notification in the database including the correlation ID and the key. The method may include determining that the second event notification is related to the first event notification based on the correlation ID and the key. The method may include generating an event indicating an update notification based on the second event notification in the second stream.

Abstract: A fluid delivery device comprising a fluid reservoir; a transcutaneous access tool fluidly coupled to the fluid reservoir; and a drive mechanism for driving fluid from the reservoir, the drive mechanism comprising a plunger received in the reservoir; a leadscrew extending from the plunger; a nut threadably engaged with the leadscrew; a drive wheel; and a clutch mechanism coupled to the drive wheel, wherein the clutch mechanism is configured to allow the nut to pass through when disengaged and is configured to grip the nut when engaged such that the drive wheel rotates the nut to advance the drive rod and the plunger into the reservoir.

Abstract: A system and method for updating computerized language models is provided that automatically adds or deletes terms from the language model to capture trending events or products, while maximizing computer efficiencies by deleting terms that are no longer trending and use of knowledge bases, machine learning model training and evaluation corpora, analysis tools and databases.

Abstract: An attachment assembly for an aircraft strut mounting joint. The attachment assembly includes a tubular structure having a central axis and at least one open end. The attachment assembly further includes at least one mounting pin arranged at least partially within the at least one open end of the tubular structure and moveable along the central axis between a retracted position and an extended position. In the extended position, a portion of the at least one mounting pin protrudes for engagement with a lug and in the retracted position the at least one mounting pin is withdrawn for disengagement with the lug. The attachment assembly further includes a retraction mechanism arranged to convert a rotary input motion into linear motion of the at least one mounting pin along the central axis to drive the at least one mounting pin between the extended position and the retracted position.

Abstract: This invention relates to a polymerization process for producing a polyketoester, or an olefin-polyketoester utilizing a hydroesterification catalyst and an olefin-CO copolymerization catalyst in a reaction medium. Polyketoester copolymers and olefin-polyketoester copolymers are also disclosed.

Abstract: The invention provides recombinant DNA molecules and constructs, as well as their nucleotide sequences, useful for modulating gene expression in plants. The invention also provides transgenic plants, plant cells, plant parts, and seeds comprising the recombinant DNA molecules operably linked to heterologous transcribable DNA molecules, as are methods of their use.

Abstract: Methods, systems and apparatuses including systems and methods that can be used for operating a water turbine such as along one or more flow channels of a tidal estuary for power generation is disclosed. The water turbine can be positioned within the one or more flow channels and can be turned by the flow of the water from the estuary.

Abstract: An infrastructure system facilitates trace-based surveys to query users their experiences with pull request workflows. For example, the infrastructure system may receive from a client device associated with a user a pull request for making one or more changes to a programming code repository. The infrastructure system may generate a trace based on a pull request workflow including operations for making the change(s). The trace includes spans, each of which correspond to one or more operations in the pull request workflow. The infrastructure system generates log files, each log file includes data logged during the one or more operations of a span. The log files may be stored as a dataset of the trace. The infrastructure system may transmit a survey to the client device based on the dataset. The infrastructure system may also modify the pull request workflow based on the user's response to the survey.

Abstract: Systems are provided for generating, modifying and using SBOMs for facilitating risk assessment and threat mitigation for corresponding programs, and particularly for large programming builds. The creation and modification of the SBOMs includes processes for omitting declarations referenced in chunk SBOMs of program chunks incorporated into a final programming build associated with a build SBOM, but which are not actually utilized by the final programming build, as well as processes for adding new declarations for code segments that are not declared in the related chunk SBOMs, even though the code segments are utilized by the final programming build. Systems are also configured to use SBOMs in combination with configuration restriction records to assess and resolve threat events in a manner that can prevent unnecessary remedial actions for threat events that appear to be relevant to one or more files or dependencies incorporated into a program.

Abstract: A vehicle may comprise an actuator system. The actuator system may comprise an indicia portion (e.g., a retroreflector, etc.), a masking element that exposes the indicia portion in a first state and covers the indicia portion in a second state, and a linkage coupling the masking element to an actuator. In the case of a bidirectional vehicle, operation of the actuator may be based at least in part on a determination of the vehicle changing a direction of travel. The actuator system may cause a first set of one or more actuator systems disposed on a first end of the vehicle to transition from a first state to a second state and/or cause a second set of one or more actuator systems disposed on a second end opposite the first end of the vehicle to transition from the second state to the first state.

Abstract: The present disclosure relates to compounds of formula I that are useful as modulators of ?7 nAChR, compositions comprising such compounds, and the use of such compounds for preventing, treating, or ameliorating disease, particularly disorders of the central nervous system such as cognitive impairments in Alzheimer's disease, Parkinson's disease, and schizophrenia, as well as for L-DOPA induced-dyskinesia and inflammation

Abstract: A method for producing a flexible tooling liner for casting a ceramic core is presented. The method includes the steps of producing a three-dimensional (3D) reference object representative of a ceramic core to be cast, disposing the reference object into a containment vessel configured to receive a liquid flexible tooling material, filling the containment vessel with the liquid tooling material so that the reference object is encapsulated by the liquid tooling material on the surface whose topography is intended to be imparted, allowing the liquid tooling material to cure, and separating the cured flexible tooling along a parting surface into opposing portions and removing the reference the reference object.

Abstract: A three-dimensional transformable toy having a body with a first surface and a second surface and having a hollow cavity formed therein. A flexible fill material is positioned between the first and second surfaces. The toy also has expandable/contractable member positioned between the first and second surfaces and which surrounds an opening leading to the hollow cavity. The expandable/contractable member permits the opening to expand in size and contract in size as the body switches between the first and second configurations. The expandable/contractable member further creates a relatively flat bottom surface which allows the toy to stand upright in both the first and second configurations.

Abstract: A storage module is provided for an organic material handling system. The storage module has a levelling component for levelling out the organic material stored therein, and a removal component for discharging the organic material. A modular system and method is described for improving the receiving, processing, storing, and transloading of bulk materials such as organic waste. A system includes at least a receiving module to receive material, a storage module, a discharge module, and a control system. Systems can be adapted with additional modules, such as processing modules and transfer modules, depending on the site and materials to be handled. A control system interfaces with the modular components and local operators, and provides remote reporting and monitoring.