Abstract: A crop prediction system performs various machine learning operations to predict crop production and to identify a set of farming operations that, if performed, optimize crop production. The crop prediction system uses crop prediction models trained using various machine learning operations based on geographic and agronomic information. Responsive to receiving a request from a grower, the crop prediction system can access information representation of a portion of land corresponding to the request, such as the location of the land and corresponding weather conditions and soil composition. The crop prediction system applies one or more crop prediction models to the access information to predict a crop production and identify an optimized set of farming operations for the grower to perform.

Abstract: Apparatus and methods of forming boxes from template blanks includes moving the blank forward on a drive line while one or more side panel fingers raise and lower various side panels of the blank in an alternating fashion. One or more holders maintain the side panels in position as the blank moves forward on the drive line. The raised and lowered side panels rigidify various panels from which they extend. The rigidified panels may be less susceptible to bending along false scores that extend transversely across the blank during folding and bending steps of the box forming process.

Abstract: Various embodiments relate generally to data science and data analysis, computer software and systems, and wired and wireless network communications to provide an interface between repositories of disparate datasets and computing machine-based entities that seek access to the datasets, and, more specifically, to a computing and data storage platform that facilitates consolidation of one or more datasets, whereby a collaborative data layer and associated logic facilitate, for example, efficient access to, and implementation of, collaborative datasets. In some examples, a system may include an atomized workflow loader configured to receive an atomized dataset to load into a data store, and to determine resource requirements data to describe at least one resource requirement. The atomized workflow loader may be further configured to select a data store type based on a resource requirement, and perform a load operation of the atomized dataset as a function of the data store type.

Abstract: A method for veterinary administration of medication to an animal, particularly a horse, is disclosed. The method involves inserting a capsule containing the medication, which is a liquid formulation, into a device connected to a tubular chamber. An atomizer is activated to atomize the medication, producing atomized medication. Before administration, a force is applied to a mask placed over the animal's muzzle, connected to the chamber. The atomized medication is then delivered to the animal. The liquid formulation, in some instances, comprises cells, cellular byproducts, or cell-derived products such as stem cells or products from human mesenchymal stem cells. This formulation may lack preservatives and may encompass peptides, proteins, growth factors, cytokines, exosomes, and extracellular vesicles. The delivery mechanism may involve deflating an air bladder to convey the atomized medication.

Abstract: In an aspect, the present application may describe a method that comprises monitoring a risk parameter associated with a third party server to detect a change in the risk parameter, and responsive to detecting the change in the risk parameter, sending, to a remote computing device and via the communications module, a notification that includes a first selectable option to modify data sharing associated with the third party server and a second selectable option to replace the third party server with an alternative third party server.

Abstract: Various techniques are described for platform management of integrated access of public and privately-accessible datasets utilizing federated query generation and query schema rewriting optimization, including receiving at a dataset access platform a query formatted according to a first data schema, generating a copy of the query, saving the query and the copy to a datastore, parsing the copy of the query in the first schema using an inference engine, determining whether the query comprises data associated with an access control condition associated with accessing the dataset, the access control condition being configured to indicate whether the query is permitted to access the dataset, and rewriting, using a proxy server, the copy of the query in a second schema, and optimizing the rewriting by identifying a database engine to execute the query and including other data converted into another triple associated with an attribute of the query.

Abstract: A system described herein may identify traffic associated with a User Equipment (“UE”) that is connected to a first network. The UE may maintain a plurality of UE identities via one or more SIM (“Subscriber Identification Module”) cards, Universal Integrated Circuit Cards (“UICCs”), etc. The system may determine, based on one or more policies, that the traffic is not authorized via the first network. In some situations, the traffic may not be authorized if the first network does not support a type, service, etc. of the traffic. The system may identify a second network, based on the one or more policies, via which the traffic is authorized, and may indicate the second network to the UE. The UE may automatically (e.g., without user intervention) switch to a particular UE identity that is associated with the second network, and may output the traffic via the second network using such UE identity.

Abstract: A system described herein may serve as an interface between one or more radio units (“RUs”) of a wireless network and one or more Distributed Units (“DUs”) of the RAN. The system may maintain information associating a set of RUs with a particular DU. The system may determine that a particular RU of the set of RUs should be disassociated from the particular DU, such as based on load metrics associated with the particular DU exceeding one or more thresholds. The system may disassociate the particular RU from the particular DU by modifying the information associating the set of RUs with the particular DU. The modified may indicate that the particular RU is no longer associated with the particular DU. The system may accordingly facilitate communications between the modified set of RUs, not including the particular RU, and the particular DU.

Abstract: A system described herein may provide for an interface, such as a midhaul interface, between one or more radio elements of a radio access network (“RAN”), such as a Distributed Unit (“DU”) and/or a radio unit (“RU”), and higher layer functions of the RAN, such a Central Unit (“CU”). The interface may provide for the DU to be communicatively coupled to multiple CUs, which may be associated with multiple distinct core networks. The system may route uplink traffic, received from User Equipment (“UEs”) via the RU and the DU, to an appropriate CU. The system may resolve conflicting instructions, for the DU, received from different CUs. The resolution may be performed based on relative priority levels of the CUs or other factors. The system may provide for granular monitoring of traffic parameters on a per-CU basis, thus preserving the privacy of different core networks.

Abstract: Various techniques are described for platform management of integrated access of public and privately-accessible datasets utilizing federated query generation and query schema rewriting optimization, including receiving at a dataset access platform a query formatted according to a first data schema, generating a copy of the query, saving the query and the copy to a datastore, parsing the copy of the query in the first schema using an inference engine, determining whether the query comprises data associated with an access control condition associated with accessing the dataset, the access control condition being configured to indicate whether the query is permitted to access the dataset, and rewriting, using a proxy server, the copy of the query in a second schema by converting the copy of the query into a triple associated with the query and another triple associated with the access control condition.

Abstract: Systems and methods are provided that use a trained process to reply to a request comprising query data defining a query and context data defining contextual factors for the query from a device. The query is answered by one or more selected APIs of a plurality of APIs that invoke respective services to prepare a response. The trained process determines an execution plan responsive to the query data and the context data and is configured using training to define execution plans comprising selected APIs where a particular API is selected for the plan if it answers at least a portion of the query and the selected APIs together prepare the response optimized for the device according to the context data. The plan is provided to an execution component to execute the plan using the selected APIs and send the response to the requesting device.

Abstract: The invention pertains to a capsule system for use with a medical device designed to administer atomized medication to patients. The system features a chamber containing the medication and an atomizer at a lower end for efficient drug delivery. Notably, the system incorporates a fluid sensor and electrical contacts to ensure proper operation and medication delivery. The capsule's design includes a housing with an asymmetrical transverse cross-sectional shape for unique fitting, and a tapered wall to direct medication towards the atomizer. The capsule may also connect to an external container or include a stopper for refilling medication. A specific embodiment features two chambers with a rupturing element to facilitate medication transfer. Another embodiment includes a removable container, like a vial, within the first chamber. This novel system provides improvements in accuracy, versatility, and user-friendliness, overcoming limitations in prior art.

Abstract: The present invention relates to the engineering an animal model, preferably mammalian models, more preferably a rat model representing Charcot-Marie-Tooth disease 2A (CMT2A) harboring the p.Arg364Trp or p.His361Tyr Mfn2 mutation, whose human counterpart results in a severe, early-onset axonal neuropathy. A model having the p.Arg364Trp Mfn2 mutation is based on a mutation made using zinc finger endonuclease technology in fertilized rat eggs. Cohorts of mutants and wild type littermates were characterized behaviorally and shown to develop multiple motor deficits that worsened over time. Separate cohorts of mutant and wild type rats sacrificed at 7, 40, and 48 weeks and analyzed by light microscopy showed a reduced density of myelinated axons and active axonal degeneration in distal but not proximal nerves, as well as axonal degeneration in the fasciculus gracilis of the cervical spinal cord at 40 and 48 weeks.

Abstract: A curved expandable interbody device for placement between vertebrae having an upper structure, a lower structure, and a screw mechanism, wherein actuation of the screw mechanism moves the upper and lower structures between a collapsed configuration and an expanded configuration. A deployment tool couples to the curved expandable interbody device for positioning the device between adjacent vertebrae and actuating the screw mechanism, wherein the deployment tool can lock to the curved expandable interbody device and pivot relative to the curved expandable interbody device.

Abstract: An online agricultural system manages and optimizes interactions of entities within the system to enable the execution of transaction and the transportation of crop products. The online agricultural system accesses historic and environmental data describing factors that may impact crop product transactions and/or transportation to determine market prices for crop products and crop product transportation. Responsive to receiving a request from an entity, the online agricultural system determines an optimal transaction for the entity, such as a price for selling a crop product, an available crop product for purchase, or a transportation opportunity to transport a crop product.

Abstract: Provided herein are proteins comprising one monovalent human TfR binding domain (“human TfR binding proteins”), proteins comprising one monovalent mouse TfR binding domain (“mouse TfR binding proteins”), conjugates comprising such human or mouse TfR binding proteins, e.g., human TfR binding proteins-dsRNA conjugates, pharmaceutical compositions comprising human TfR binding proteins or conjugates, and methods of treating CNS diseases (e.g., neurodegenerative disease such as neurodegenerative synucleinopathy or tauopathy) using human TfR binding proteins or conjugates.

Abstract: A system described herein may identify sets of seed parameters that are each associated with a respective User Equipment (“UE”) of a group of UEs. The system may generate, based on the seed parameters for each UE, a respective set of UE usage metrics for each UE, and may generate a set of aggregate UE usage metrics based on the generated sets of UE usage metrics. The system may compare the aggregate UE usage metrics to a measure of network capacity; determine an amount of time that a measure of UE usage exceeds the measure of network capacity; determine that the amount of time, that the measure of UE usage exceeds the measure of network capacity, exceeds a threshold amount of time; and modify network configuration parameters based on determining that the amount of time, that UE usage exceeds the network capacity, exceeds the threshold amount of time.

Abstract: In some implementations, a network device may determine that a user equipment (UE) is operating in coverage of a boundary cell associated with overlapping coverage provided by a first cell and a second cell. The network device may determine that a first time division duplex (TDD) slot pattern associated with the first cell differs from a second TDD slot pattern associated with the second cell. The network device may determine a boundary region TDD slot pattern to be used for communications with the UE within the coverage of the boundary cell based on at least one of the first TDD slot pattern or the second TDD slot pattern. The network device may communicate with the UE using the boundary region TDD slot pattern.