Abstract: Pharmaceutical formulations for the transdermal administration of insulin by topical application of the formulation to the skin of humans or other animals are described. Methodology for formulating such formulations which provide for very rapid uptake of the insulin and transmigration into and through the skin to either fatty tissues or the vascular system, while minimizing irritation to the skin and/or immunological response, is based on a transdermal delivery system wherein the insulin forms a true solution in a complex formed from particular solvents and solvent and solute modifiers in combination with skin stabilizers. Uptake of the medicament is further facilitated and made more rapid by including Forskolin or other source of cellular energy, namely induction of cAMP or cGMP.

Abstract: A suppressor for a firearm has a body defining an internal volume, a baffle in the body and defining a baffle aperture on a bore axis, a piston element including a mount facility configured for connection to the barrel, the piston element defining a piston bore registered with the bore axis, and the piston element operable to reciprocate with respect to the body along the bore axis between a rest position in which the piston element contacts the baffle and a recoil position in which the piston element is away from the baffle. There may be a spring interfacing the piston element and the body and be operable to bias the piston element to the rest position. There may be a second spring operable to interface the body and the piston element only when the piston element is in a range of positions proximate the recoil position.

Abstract: According to some illustrative embodiments, a modular mounting system for mounting accessories on vehicles includes: a) a plurality of support members, each of said plurality of support members having i) a lower upright planar member configured to extend downward along a peripheral wall around a vehicle bed, ii) a cross planar member extending laterally from the lower upright planar member and configured to extend across the peripheral wall around the vehicle bed, and iii) an upper upright planar member extending upwardly from the cross planar member and configured to extend upwardly above a height of the peripheral wall around the vehicle bed; and b) at least one of: i) a removable cross-bar removably supported by a plurality of said upper upright planar members; and ii) a removable side panel removably supported by a plurality of said upright planar members.

Abstract: A suppressor mount facility for a firearm has a rear cap associated with a suppressor, an adapter having a facility for connection to a barrel associated with the firearm and defining an adapter bore, the rear cap defining an internally threaded cap bore, the adapter having an externally threaded portion configured to removably connect to the internally threaded cap bore in a connected condition, and at least one of the rear cap and the adapter having a flexible spring portion configured to bias against the other of the rear cap and the adapter when in the connected condition. There may be a plurality of springs arranged circumferentially about the adapter bore. The plurality of springs may be leaf springs. The plurality of springs may extend rearwardly from the threaded portion of the adapter.

Abstract: Systems, devices and methods for monitoring and managing parts, enterprise resources and other assets, and alleviating risks, in a complex collaboration environment are provided. According to some example aspects of the invention, a device with a hardware-and software-based control system creates unique asset-related information for use in a manufacturing, maintenance and/or tracking process. In other example aspects, the system records that asset-specific information (e.g., using secure network(s) and/or a blockchain), providing it for later access and modification by a number of trusted users, to track and control manufacturing-, maintenance-relevant or other factors. In other aspects, an enterprise resource planning system both outputs information to, and receives information from, the control system, reconciling changes in the data in accordance with a ranking algorithm.

Abstract: Aspects of the present disclosure pertain to compositions and methods for preparing silk films for use in food packaging. Exemplary compositions of the present disclosure comprise silk films and packaging coatings as a replacement for traditional food packaging, such as single-use plastic packaging, and/or to extend the shelf-life of foods. The natural bio-based silk coatings of the present disclosure may be odorless, low cost, edible, compostable, come from a renewable source, removable from the packaging for recycling, and are biodegradable. In some embodiments, the silk films and packaging coatings may prolong the shelf-life, enhance or maintain the quality and safety, and/or provide indication of and regulate the freshness of food products.

Abstract: Methods and apparatus for selectively caching mainframe data are disclosed. In one embodiment, the disclosed process receives user inputs via a graphical user interface (GUI) indicating that certain data types on a first mainframe computer are cacheable. Subsequently, when application programming interface (API) requests are received, data associated with cacheable data types are cached and data associate with noncacheable data types are preferably not cached. When additional API requests are received, cached data is retrieved from the cache and noncached data is retrieved from one or more mainframe computers.

Abstract: According to some illustrative embodiments, a novel and advantageous vehicle tailgate cover and/or pad system is provided. In the preferred embodiments, the vehicle tailgate cover and/or pad system is uniquely configured to provide a vehicle tailgate with a flat and padded surface. In some preferred embodiments, the vehicle tailgate cover system is fixed to a vehicle tailgate and has a base of rigid material, the base having a front surface that is substantially flat, and the base including at least one mounting through-hole for mounting the vehicle tailgate cover system to the vehicle tailgate with fasteners, and a padding layer attached to the base at the front surface of the base.

Abstract: A redox flow battery includes positive and negative electrodes respectfully located in half-cells separated by a porous silicon wafer separator formed by MEMS Technology. The first half cell and the second half cell each preferably include a plurality of dividers or barriers configured to create flow channels which introduce turbulence ensuring the electrolytes are changing or mixing at surfaces of the electrodes and the membrane. Also disclosed is a solar energy generation and storage system which includes a photovoltaic cell and an electrochemical energy storage battery which share a common electrode. Also disclosed is a membrane-less redox flow electrical energy storage battery, having a cathode electrode, an anode electrode formed of a porous silicon substrate in which surfaces of the pores of the porous silicon substrate are coated at least in part with a metal silicide, and an electrolyte.

Abstract: Certain aspects of the disclosure provide a system and method for generating codes associated with clusters of sentiments, comprising receiving a text input, partitioning the text input into one or more segments, generating one or more numerical vectors associated with each of the one or more segments, comparing the one or more numerical vectors to generate a plurality of cosine proximity values associated with the one or more numerical vectors, applying a clustering algorithm to the one or more numerical vectors to generate clusters of segments within one or more cosine proximity ranges, generating one or more codes associated with each of the clusters of segments within the one or more cosine proximity ranges, wherein each cluster represents an overall sentiment, and netting the one or more codes into one or more categories by inputting the one or more codes into a large-language model.

Abstract: Communications systems and methods for communicating data are provided. In one example, the communications system includes an outer ring having an inner surface and an inner ring having an outer surface. The inner surface and the outer surface are separated by a gap that extends around the inner ring to define a loop. A modulating light arrangement receives data and produces modulated light. A first light diffusing optical fiber and a second light diffusing optical fiber are disposed on a first side of the gap and extend in the loop to define an optical data ring. The first light diffusing optical fiber and the second light diffusing optical fiber cooperate to diffuse the modulated light along the optical data ring. A detector is disposed on the second side of the gap and detects the diffuse modulated light.

Abstract: Methods and systems describe multicasting the messages over a broadcast medium (e.g., a TV network). In particular, the methods and systems recite the use of Advanced Television Systems Committee (“ATSC”) 3.0, a new broadcast television transmission standard in the United States. Using ATSC 3.0, the methods and systems can disseminate messages to all the electrical equipment.

Abstract: The present disclosure describes a method, apparatus, and computer readable medium for providing predictive and preventive analysis relating to fitness of elements in an assembly line, prior to final product assembling. According to the present disclosure, when the elements in assembly lines pass the testing performed by the element testing units, the test data of the elements is processed by the system to predict whether the elements when assembled, results in a fit product. When the final product is predicted to be unfit, the system detects non-reliable element(s) and provide explanation/feedback for the failure of the final product.

Abstract: The present disclosure describes a method, apparatus, and computer readable medium for Surface Mount Technology (SMT). The system comprising a Data Integration (DI) platform configured to collate data from one or more units in an assembly line, an Artificial Intelligence (AI) platform configured to process the collated data, using one or more machine learning techniques, to generate predictive and preventive analysis for the one or more units present in the assembly line. The system further disclose a Digital Twin Simulation (DTS) platform configured to simulate an exact replica of all the units present in the assembly line, provide visual representation, allow the one or more operators in the assembly line to take at least one action and provide the at least one action taken by the one or more operators in the assembly line as feedback signal to AI platform to improve prediction rate of said system.

Abstract: The present disclosure describes a method, apparatus, and computer readable medium for anonymizing medical records using a combination of deep learning and smart templatization. The method comprises performing tokenization on an input medical record comprising one or more sentences to generate tokenized data and generating one or more templatized sentences by performing templatization on the tokenized data, where performing the templatization comprises replacing one or more known patterns in the tokenized data with predefined patterns. The method further comprises identifying one or more PHI sentences from the templatized sentences using a trained classifier, each PHI sentence may comprise one or more PHI. The method further comprises identifying the PHI in the medical record by processing the identified PHI sentences using a trained model and generating an anonymized medical record by anonymizing the identified PHI in the input medical record.

Abstract: The present disclosure describes a method, system, and computer readable medium for facilitating predictive maintenance of testing machine using a combination of deep learning. The method comprises performing receiving plurality of tested data of a plurality of products being tested by the testing machine. The method further comprises applying a predictive model, having predictive model parameters, upon the plurality of tested data to predict a plurality of future test data corresponding to the plurality of products. The method further comprises determine a deviation between the plurality of tested data and the plurality of future test data, wherein the deviation indicates fault in the testing machine. The method further comprises determine a fault level of the testing machine by comparing the deviation with a predefined threshold and determining, during run-time, the maintenance required for the testing machine based on the fault level.

Abstract: An apparatus includes a bolt carrier assembly and a bolt assembly. The bolt assembly includes a bolt body member, the bolt body member having a proximal end portion and a distal end portion, and defining a longitudinal axis extending from the proximal end to the distal end. The bolt assembly includes a guide member attached to proximal end portion and the guide member is parallel to the longitudinal axis. The bolt assembly further includes a bolt chamber interface attached to a distal end portion, the bolt chamber interface nests within an interior wall of a firearm chamber, and the bolt chamber interface limits rotational and axial movement of the bolt assembly relative to the firearm chamber. The bolt assembly includes a bolt nipple connector for mating with a nipple assembly of a magazine assembly.

Abstract: According to some illustrative embodiments, a novel vehicle bed support or stiffener is provided. In the preferred embodiments, the vehicle bed support or stiffener is uniquely configured such that the structure does not obstruct or encroach the vehicle bed region of a vehicle. In some preferred embodiments, the vehicle bed support or stiffener is fixed to a vehicle bed with an upwardly extending front support and stiffening wall extending laterally along an end of said floor and downwardly below a plane of the floor and extending laterally along an end of at least one of said left and right side walls and outwardly away from the vehicle bed.

Abstract: A redox flow battery includes positive and negative electrodes respectfully located in half-cells separated by a porous silicon wafer separator formed by MEMS Technology. The first half cell and the second half cell each preferably include a plurality of dividers or barriers configured to create flow channels which introduce turbulence insuring the electrolytes are changing or mixing at surfaces of the electrodes and the membrane. Also disclosed is a solar energy generation and storage system which includes a photovoltaic cell and an electrochemical energy storage battery which share a common electrode. Also disclosed is a membrane-less redox flow electrical energy storage battery, having a cathode electrode; an anode electrode formed of a porous silicon substrate in which surfaces of the pores of the porous silicon substrate are coated at least in part with a metal silicide; and, an electrolyte.

Abstract: Systems, devices and methods for monitoring and managing parts, enterprise resources and other assets, and alleviating risks, in a complex collaboration environment are provided. According to some example aspects of the invention, a device with a hardware- and software-based control system scans and/or writes unique asset-related information within a plurality of chemical, electromagnetic, or written data-bearing tags within, on or throughout an asset for use in a manufacturing, maintenance and/or tracking process. In other example aspects, the system records that asset-specific information (e.g., using secure network(s) and/or a blockchain), providing it for later access and modification by a number of trusted users, to track and control manufacturing-, maintenance-relevant or other factors. In still other example aspects, an enterprise resource planning system both outputs information to, and receives information from, the control system, reconciling changes in the data.