Abstract: Systems, methods, articles of manufacture, and computer program products to: train a prediction model using a machine learning process, the prediction model configured to estimate whether further application of a hyperparameter tuning technique will cause an improvement in at least one of the hyperparameters; select the hyperparameters using the tuning technique; apply the prediction model to determine if further adjustment of the hyperparameters is likely to improve the success metric; and terminate the tuning technique when: accuracy of the prediction model in predicting improvement in a hyperparameter is above a predetermined accuracy threshold, and the prediction model predicts that further application of the tuning technique will not result in an improvement to the hyperparameter; or the accuracy of the prediction model in predicting improvement in the parameter is below the predetermined accuracy threshold, and an accuracy of hyperparameter adjustment is determined to be below a predetermined adjustment

Abstract: Various embodiments of the present technology may provide methods and apparatus for a capacitive sensor. The methods and apparatus may provide a pair of capacitive sensors formed along at least one plane of a container to create dual sensing fields. The capacitive sensor provides a first electrode affixed to the container and extending from a lower portion of the container to an upper portion of the container, a second electrode affixed to an upper portion of the container, and a third electrode affixed to a lower portion of the container and spaced a predetermined distance apart from the second electrode.

Abstract: The invention features a holder for prosthetic eyelashes comprising a clamp having two jaws and a closure linkage designed to retain and convey the two jaws in and between an open conformation and a closed conformation. Each jaw has one or more articulated linkages, with the articulated linkages being designed to permit adjustment of a jaw curvature conforming to a desired curvature of a prosthetic eyelash. The two jaws provide rigidity in a dimension for permitting an application of clamping force against the prosthetic eyelash. A spring is fixedly attached to each of the two jaws, and the spring is biased to urge the jaws into the closed conformation. A stand may be attached to the spring, with the stand being designed to hold the clamp in a working position for retention of the prosthetic eyelash for preparation of application to a human eyelid.

Abstract: The disclosed technology includes methods, systems, and apparatus related to utilizing high strength magnets to adhere accessories, decorative units, and other features to a helmet without compromising the safety features of the helmet. The magnets may be attached in magnet-based mounting systems to the helmet or integrated into the helmet. The mounting systems may include rare-earth magnets and high strength adhesives to adhere to a helmet surface and maintain attachment during high speed or contact, such as during sports activities. In some embodiments, accessories, decorative units, and other features include electronics for lighting, music, video, GPS, or other features.

Abstract: A system includes a window treatment adjacent to a window of a room. At least one motor drive unit is associated with the window treatment, for varying the position of the window treatment. A sensor measures a light level (e.g., an outdoor light level) at the window. A controller provides signals to the motor drive unit to automatically adjust the position of the window treatment so as to control a penetration distance of sunlight into the room when the window treatment is partially opened. The controller is configured to position the window treatment in a bright override position if the measured light level is at least a bright threshold value. The controller is configured to select the bright threshold value from among at least two predetermined values. The selection depends on an angle of incidence between light rays from the sun and a surface normal of the window.

Abstract: In various embodiments, drug-loaded extracellular vesicles and methods of making the same are disclosed. In various embodiments, the EVs comprise natural exosomes or exomeres derived from cells that take part in the pathogenesis of a disease or a condition to which the drug-loaded EVs are targeted. In various embodiments, extracellular vesicles are surface modified, comprising bound biomolecules such as proteins or antibodies that can target ACE2 receptors. Surface modified EVs find use in the treatment and prevention of viral infections, such as COVID-19 caused by a SARS-CoV-2 infection in a human individual.

Abstract: The present disclosure provides a method comprising identifying at least one of a characteristic and an identity of an item for delivery from an origin to a destination and selecting one of a plurality of possible routes between the origin and the destination. For each of a plurality of route segments of the selected route, mapping information is used to characterize the route segment and one of a plurality of driving modes is selected for the route segment based on the characterization of the route segment and the at least one of the item characteristic and the item identity. A driving plan comprising a collection of the selected driving modes corresponding to the plurality of route segments comprising the selected route is provided to a vehicle and the vehicle delivers the item from the origin to the destination via the selected route using the driving plan.

Abstract: Aspects of the present disclosure involve systems, methods, computer program products, and the like, for providing a proxy server or scrubbing service for an authoritative domain name server (DNS) of a CDN to prevent or otherwise mitigate attacks on the server. The proxy server may receive incoming requests to the authoritative DNS and determine which requests are valid and which are potentially part of an attack on the network. In one embodiment, the proxy server may then “scrub” or otherwise remove the requests of the attack to mitigate the effect of the attack on the network. For example, the proxy server may ignore the request, may direct the request to a “dead-end” server or other device to prevent overloading of the target device, may instruct a device from which the request was sent to discard the request, etc.

Abstract: An algae-elastomer composite including an elastomer matrix; algae; and a mixing additive sufficient to achieve a desired property. The algae can be present in a milled condition having a particle size value of between about 10 and 120 microns. The algae is mixed with the elastomer matrix in a dry condition having a moisture content of below about 10%. A method of preparing the algae-based elastomer composite is provided that includes the steps of: premixing an elastomer matrix; adding an algae filler; adding a mixing additive that includes a plasticizer; forming an elastomer-algae blend by blending the algae and elastomer to a temperature sufficient to be further mixed, wherein the temperature is about 10° C. higher than the temperature sufficient for the elastomer alone; adding and mixing a curing or vulcanizing agent for the elastomer dispersing the elastomer-algae blend; and heating and curing the elastomer-algae blend into a final form.

Abstract: A drive sense circuit comprises an analog front-end and a digital back end. The analog front-end generates an analog drive sense signal based on an analog reference signal that includes a varying component. The varying component has a magnitude that is substantially less than a supply rail power of the drive sense circuit. When the drive sense circuit is coupled to a load, the analog front end drives the load with the analog drive-sense signal and detects an analog signal variation in the analog drive-sense signal based on a characteristic of the load. The digital back-end converts the analog signal variation into a digital sensed value corresponding to the characteristic of the load.

Abstract: A system for providing help includes a smartphone having a cellular transceiver and a global positioning subsystem. A call center server computer system has a plurality of agent computers. Software running on the smartphone is configured to recognize a preprogrammed specific utterance and to connect with the call center server computer system. After the preprogrammed specific utterance is detected, the software running on the smartphone initiates a call to the call center server computer system. When the call center server computer system receives the call, the call center server computer system retrieves a data record associated with the smartphone using a caller-id of the call and the call center server computer system assigns an agent computer. At least part of the data record is displayed on a display of that agent computer and an audio connection is made between that agent computer and the smartphone.

Abstract: The present disclosure discloses a system and a method. In an example implementation, the system and the method generate, at a first encoder neural network, an encoded representation of image features of an image received from a vehicle sensor of a vehicle. The system and method can also generate, at a second encoder neural network, an encoded representation of a map tile features and generate, at the decoder neural network, a semantically segmented map tile based on the encoded representation of image features, the encoded representation of map tile features, and Global Positioning System (GPS) coordinates of the vehicle. The semantically segmented map tile includes a location of the vehicle and detected objects depicted within the image with respect to the vehicle.

Abstract: A gas turbine spacer disk includes a disk portion, a rim portion, a first fillet, and a second fillet. The disk portion is disposed about a rotational axis. The rim portion is disposed about the disk portion. An outer face of the rim portion defines a plurality grooves extending circumferentially about the rotational axis. The first fillet transitions from the rim portion to a first side of the disk portion. The second fillet transitions from the rim portion to a second side of the disk portion. The plurality of grooves includes a pair of first grooves having a first diameter and a pair of second grooves having a second diameter that is less than the first diameter. A first one of the first grooves overlaps in an axial direction with the first fillet. A second one of the first grooves overlaps in the axial direction with the second fillet.

Abstract: Disclosed herein are methods for performing downhole operations. The methods include determining, at the earth surface, a first depth value of a downhole component in a borehole, transmitting to the downhole component in the borehole a first signal indicating the first depth value, changing a depth of the downhole component in the borehole, determining, at the earth surface, a second depth value of the downhole component in the borehole, transmitting, to the downhole component in the borehole, a second signal indicating the second depth value, and updating a downhole operation performed by the downhole component based on at least one of the first depth value and the second depth value.

Abstract: A scalable network of mobile data storage containers that are connected in peer-to-peer networks to archive large data storage capacities. The various embodiments provide a method of extracting a large amount of data from a variety of sources and storing the extracted data in mobile, storage units. The various embodiments provide storage units housed in mobile containers that can store multiple days/weeks of sensor data in the order of petabytes (1024 terabytes). The various embodiments, integrate high performance computing devices into the mobile storage containers that are able to perform critical extraction, pattern, and index processing on the sensor data. The various embodiments, provide a method for the efficient physical transport of the mobile storage containers from current locations to a center analysis location for re-connecting in another peer-to-peer network for integration into a central enterprise data warehouses.

Abstract: Utility knife with a replaceable blade and a system and method for determining the End of Life of the blade comprising one or more sensors for detecting blade use, a communication unit adapted to establish a wireless connection to a computer cloud network and to send and receive information via wireless transmission to be stored and processed by a control system with a control CPU and a control memory, the information being a series of values recorded by said sensor by time, stored in the control memory as data sets using machine learning or artificial intelligence for determining common or similar values of recorded parameters in the stored data sets or of values calculated from these parameters according to a predefined logic, for use as reference values indicating the End of Life of the blade.

Abstract: Upon determining a first vehicle is moving on a two-way road in a first direction of travel in an only lane of the two-way road, vehicle sensor data is input to a first neural network that identifies a yield area along the two-way road via image segmentation. A second vehicle is detected traveling toward the first vehicle on the only lane of the two-way road. Then, upon determining the first vehicle is to yield to the second vehicle, one or more vehicle components are actuated to move the first vehicle to the yield area.

Abstract: A hand crank cam lock for connecting medium to large sized display walls or boards including a hand crank disposed in a cam lock. The hand crank cam lock is configured to join two separate extrusions or frames together in a toolless manner. The hand crank cam lock locks these frames when the hand crank is turned clockwise, a plurality of hooks slide back along channels inside an outer body to grab the inner walls of a frame. This will in turn lock the hooks into place against the inner walls. The hand crank will only require half a turn to travel the required distance to lock the hooks into place and this half turn may be performed via a tool or by hand.

Abstract: In a storage system that implements RAID (D+P) with an existing cluster of drives in which the drives have (D+P) partitions that are protection group members, cluster member transfer code creates a new drive cluster when fewer than D+P new drives are added to the storage system. The cluster member transfer code moves one or more drives from the existing cluster into a new cluster so that the number of new drives plus the number of moved drives equals D+P. One or more protection groups may be moved to the new cluster.

Abstract: Systems, methods, articles of manufacture, and computer program products to train a generation model to determine whether a search space portion is likely to provide hyperparameters that improve a success metric; sequentially select at least a subset of multiple search space portions; for each selected search space portion, generate hyperparameters from the search space portion, perform hyperparameter tuning with the hyperparameters to determine whether the hyperparameters improved the success metric, apply the generation model based on whether the success metric is improved to determine whether the search space portion is likely to provide further hyperparameters that improve the success metric, and rule out the search space portion from providing further hyperparameters in response to determining that the search space portion is unlikely to provide further hyperparameters that improve the success metric; and terminate the performance of hyperparameter tuning when all search space portions are ruled out.