Abstract: Disclosed embodiments provide techniques for monitoring, detecting, predicting, and mitigating electrostatic electricity accumulation. Electrostatic electricity is detected within a premises, via multiple electrostatic electricity sensors. The electrostatic electricity sensors, also referred to as electrostatic charge sensors can detect electrostatic electricity and/or electrostatic potential. Disclosed embodiments acquire electrostatic electricity data from multiple sensors. Other mechanical activity is also acquired via sensors and/or computer vision techniques. The mechanical activity can include motion of machines and/or people. Disclosed embodiments correlate levels of electrostatic electricity data to mechanical activity using machine learning. The machine learning system is used to predict future levels of electrostatic electricity based on proposed and/or mechanical activity, as well as automatically invoke mitigation steps and generate alert messages.

Abstract: A valid combination of products is constructed from a set of products identified by a retailing backend system. The valid combination satisfies a condition of an offer. A product in the combination of product is a physical product located in a physical store. A social sentiment towards the product in social media data of a shopper is evaluated, and a rating of the product is computed using the evaluation. A location of the product in the store is obtained from the retailing backend system. The location of the product is overlaid on a view of the store, where the view is from a perspective of a location of the shopper, the shopper being physically situated in the store.

Abstract: A dedicated outdoor air system (DOAS) includes an outdoor unit providing a temperature at a set dry bulb temperature and dew point temperature in a wide variety of outdoor air conditions. The DOAS monitors and modulates suction pressure and head pressure in order to maintain a dew point temperature of 45° F. for supplied air. Furthermore, the DOAS includes a hot gas reheat coil, allowing the system to heat the air to 73° F. before supplying the air to a space, even where outdoor air temperature is lower than 73° F. In one embodiment, the DOAS includes an energy recovery ventilator (ERV) in order to precondition the air to decrease the amount of energy needed to operate the DOAS in some conditions.

Abstract: An agricultural work vehicle for operating in a field includes a chassis, a cab mounted to the chassis for an operator to control the work vehicle, a controller for controlling operation of the work vehicle, a lighting system of the work vehicle comprising at least one array field light, and a light control module disposed in electrical communication with the controller. The light control module operably controls the at least one array field light. The controller transmits a signal to the light control module indicative of information about the work vehicle. The at least one array field light projects the information onto the field at a location visible to the operator while operating the work vehicle.

Abstract: The present invention relates to polypeptides which are covalently bound to molecular scaffolds such that two or more peptide loops are subtended between attachment points to the scaffold. In particular, the invention describes peptides which bind to natural killer (NK) cells. The invention also includes multimeric binding complexes comprising at least two of said bicyclic peptide ligands. The invention also includes pharmaceutical compositions comprising said peptide ligands or said multimeric binding complexes and the use of said peptide ligands, multimeric binding complexes and pharmaceutical compositions in preventing, suppressing or treating a disease or disorder mediated by natural killer (NK) cells, such as inflammatory disorders, autoimmune disease and cancer.

Abstract: The present invention relates to multimers of polypeptides which are covalently bound to molecular scaffolds such that two or more peptide loops are subtended between attachment points to the scaffold. The invention also describes the multimerization of polypeptides through various chemical linkers and hinges of various lengths and rigidity using different sites of attachments within polypeptides. In particular, the invention describes multimers of peptides which are high affinity binders of severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2), particularly the spike protein S1 of SARS-CoV-2. The invention also includes pharmaceutical compositions comprising said polypeptides and to the use of said polypeptides in suppressing or treating a disease or disorder mediated by infection of SARS-CoV-2 or for providing prophylaxis to a subject at risk of infection of SARS-CoV-2.

Abstract: Systems and methods are provided for advanced fusion of physics-based and machine learning based state-of-charge and state-of-health models in battery management systems.

Abstract: Embodiments of the present invention provide an approach for providing in-vehicle predicted context-based proactive driving training using an autonomous vehicle. A knowledge corpus is established from a driver's previous driving experience. A potential driving context (or scenario) is identified for a forthcoming driving route. An experience gap analysis is performed between the driver's experience and the potential driving context. If an experience gap exists, an in-vehicle mixed reality driving training simulation is provided in a selected location by the autonomous vehicle. The driver's responses to the training simulation can optionally be monitored and a determination can made based on the driver responses as to the suitability of the driver to safely address the potential driving context.

Abstract: An apparatus for mounting a bifold door panel, and allowing the panel to run on a track. The apparatus has a trolley that runs within the track and a vertical elongate member that is axially movable relative to the trolley. A hinge or hinge portion is mounted on the elongate member, and a first support is disposed between the trolley and the hinge or hinge portion. The first support functions to support the hinge or hinge portion against a compression force arising from the bifold door panel when the apparatus is mounted on a top region of the panel. A second support is disposed at or toward the terminus of the elongate member and distal to the trolley. The second support functions to support the hinge or hinge portion against a compression force arising from the bifold door panel mounted thereon when mounted on a bottom region of the panel.

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: Provided is a computer-implemented method, system, and computer program product for intelligently assigning robotic edge devices to perform a task using an edge computing ecosystem. A processor may identify a plurality of robotic edge devices in a geographic location. The processor may determine attributes for each robotic edge device of the plurality of robotic edge devices. The processor may identify a task to be performed at the geographic location by the plurality of robotic edge devices. The processor may determine, based on the attributes, a subset of robotic edge devices that are capable of completing the task. The processor may assign the subset of robotic edge devices to complete the task.

Abstract: An age and/or identity verification system for reduced-risk devices (RRD) may include a RRD, the RRD initially in an inoperable state, an identity verification server configured to perform identity verification related to an adult consumer, and a computing device. The computing device may receive adult consumer identity information corresponding to the adult consumer from the adult consumer, receive the UID of the RRD, transmit the adult consumer identity information and the UID of the RRD to the identity verification server to perform identity verification of the adult consumer, receive results of the performed identity verification from the identity verification server, receive an encrypted key corresponding to the RRD based on the results of the performed identity verification of the adult consumer, and transmit the encrypted key to the RRD. The RRD may change the state of the RRD to an operable state based on the encrypted key.

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 session control system for a device includes at least one processor and a memory coupled to the at least one processor. The memory is configured to store instructions. The at least one processor is configured to execute the instructions to cause the session control system to detect when a session has started, start a session timer, increment a puff variable when an airflow sensor detects that a puff has been taken, monitor the session timer against a time threshold and the puff variable against a puff threshold, and in response to a session threshold being met, end the session. The session timer is configured to measure a length of the session and the puff variable corresponds to a total number of puffs taken.

Abstract: A heat-not-burn aerosol-generating device includes a housing that defines a capsule-receiving cavity and a lid fixedly coupled to the housing at a first point and releasably coupleable to the housing at a second point that is different from the first point. The lid is configured to cover the capsule-receiving cavity in a closed position. The lid includes a first retainer and a replaceable mouthpiece coupleable to the lid such that air entering the housing and drawn through the capsule-receiving cavity exits out of the replaceable mouthpiece. The mouthpiece includes a second retainer that is configured to engage with the first retainer so as to releasably secure the replaceable mouthpiece to the lid.

Abstract: A computer-implemented method, in accordance with one embodiment, includes monitoring contextual information of a vehicle during operation thereof. A determination is made that a condition is met to project, by a vehicle-based projection system mounted to the vehicle, a projection indicative of a contextual condition associated with the vehicle. In response to the determination that the condition is met, the projection indicative of the contextual condition is projected.

Abstract: A capsule monitoring system for an aerosol-generating device includes at least one processor and a memory. The memory is coupled to the at least one processor and storing instructions. The at least one processor is configured to execute the instructions to cause the capsule monitoring system to detect a mechanism detection switch of the aerosol-generating device being actuated, apply a first power to a first contact point of the aerosol-generating device, determine a first resistance between the first contact point and a second contact point, determine whether the first resistance is within a resistance operation range, and in response to the first resistance being within of the resistance operation range, display a capsule accepted indicator. The first contact point is configured to contact a heater. The second contact point is configured to contact the heater.

Abstract: According to one embodiment, a method, computer system, and computer program product for selectively recording meetings is provided. The embodiment may include initiating a digital meeting. The embodiment may also include determining two or more rule sets, including one or more local rule sets, for selectively recording the digital meeting, wherein each rule set includes one or more rules. The embodiment may further include recording one or more recordings of the digital meeting according to each local rule set.

Abstract: According to one embodiment, a method, computer system, and computer program product for biometric mixed-reality emotional modification is provided. The present invention may include collecting, by a plurality of biosensors, biometric information on a user during a mixed-reality session, wherein the biometric information comprises biomarkers; identifying, by one or more machine learning models, a mental state of the user based on the biometric information; and responsive to determining that the mental state does not match an intended emotion associated with a mixed-reality experience, modifying the mixed-reality experience with one or more virtual content elements.

Abstract: A cooldown system for a device includes at least one processor and a memory coupled to the at least one processor. The memory is configured to store instructions. The at least one processor is configured to execute the instructions to cause the cooldown system to detect when a session has ended, activate a cooldown timer to measure a cooldown time, provide an indication of a remaining time of the cooldown timer, and in response to the cooldown timer elapsing, return the device to normal operation.