Abstract: A method including receiving a first set of one or more street level images of houses into a Machine Learned Model trained with a second set of street level images with one or more exterior features of the houses labeled, identifying the one or more exterior features in the first set of street level images by way of the Machine Learned Model, and quantifying and outputting the counts and/or two-dimensional areas for each of the identified exterior features in the first set of one or more street level images is described. Non-transitory, computer-readable storage media having instructions for executing the method steps by one or more processors as well as computer or computer systems capable of performing the method steps are also described.

Abstract: A method including receiving a first set of one or more street level images of houses into a Machine Learned Model trained with a second set of street level images with one or more exterior features of the houses labeled, identifying the one or more exterior features in the first set of street level images by way of the Machine Learned Model, and quantifying and outputting the counts and/or two-dimensional areas for each of the identified exterior features in the first set of one or more street level images is described. Non-transitory, computer-readable storage media having instructions for executing the method steps by one or more processors as well as computer or computer systems capable of performing the method steps are also described.

Abstract: A method including receiving a first set of one or more street level images of houses into a Machine Learned Model trained with a second set of street level images with one or more exterior features of the houses labeled, identifying the one or more exterior features in the first set of street level images by way of the Machine Learned Model, and quantifying and outputting the counts and/or two-dimensional areas for each of the identified exterior features in the first set of one or more street level images is described. Non-transitory, computer-readable storage media having instructions for executing the method steps by one or more processors as well as computer or computer systems capable of performing the method steps are also described.

Abstract: A system is disclosed. The system may include a storage device and a processor. The processor may send a write request to the storage device. The write request may include a data to be written and a reclaim unit identifier identifying how the data is to be organized on the storage device. The processor may also send a message to the storage device regarding management of garbage collection of a reclaim unit identified by the reclaim unit identifier.

Abstract: A ring seal removal tool may have an elongated body extending from a proximal end to a distal end. The elongated body may have a bottom surface and top surface spaced apart from the bottom surface in a height direction. The ring seal removal tool may also have one of a hook or a prying tip attached to one of the proximal end or the distal end. Further, the ring seal removal tool may have a plurality of cutouts in the elongated body. Each cutout may extend from the top surface of the elongated body towards the bottom surface of the elongated body. Each cutout of the plurality of cutouts may be configured to receive a portion of a ring seal having an outer diameter about equal to a width of the cutout.

Abstract: Methods, systems and techniques for the accurate measurement breath-borne biomarkers are disclosed. Such methods, systems and techniques may be used for the purposes of detection and/or measurement in breath samples of biomarkers.

Abstract: Systems and methods for distributed key generation is provided. In some embodiments, a public key and a private key are generated using elliptical curve cryptography (ECC) at a group of trusted parties. In some cases, an elliptical curve digital signature algorithm may be employed. Each party also generates a commitment and a blinding factor. The blinding factor may be a randomized polynomial integer. The parties use the commitments from the other parties to validate the public keys before receipt and combining the public keys into a group/aggregate public key. Content encryption keys (CEK) are then encrypted at each of the trusted parties using these aggregate public keys to generate wrapped content encryption keys (WCEK). Private keys are sharded and a sharded private key is generated at each party using the pieces of shards received by the trusted party. Subsequently, criteria may be received that allows for the release of these sharded private keys back to a trusted environment/enclave.

Abstract: Porous and microporous parts prepared by additive manufacturing as disclosed herein are useful in medical and non-medical applications. The parts are prepared from a composition containing both a solvent soluble component and a solvent insoluble component. After a part is printed by an additive manufacturing process it is exposed to solvent to extract solvent soluble component away from the printed part, resulting in a part having surface cavities.

Abstract: An aircraft windscreen comprises a plurality of liquid crystal display (LCD) films positioned on or within various portions of the windscreen to define a corresponding plurality of zones. The opacity of the LCD films are individually and separately controllable by control circuitry in communication with user controls to allow a user to darken or lighten portions of the various LCD films to achieve a desired level of gradient tint in the defined zones to block external light, such as sunlight, from the aircraft.

Abstract: In a wireless communication system, Distributed Units (DUs) wirelessly receive test data from wireless access points and transfer the test data to a Central Unit (CU). The CU receives the test data from the DUs and estimates data throughputs for combinations of the DUs and the wireless access points based on the test data. The CU selects some of the combinations of the DUs and the wireless access points based on the estimated data throughputs. The CU exchanges user data with the user communication devices and exchanges the user data with the DUs in the selected combinations of the DUs and the wireless access points. The DUs in the selected combinations of the DUs and the wireless access points exchange the user data with the CU and wirelessly exchange the user data with the wireless access points in the selected combinations of the DUs and the wireless access points.

Abstract: Systems and methods for processing geographical zones are provided. The method involves operating at least one processor to: define a bounding box surrounding a geographical zone; iteratively partition the bounding box into a plurality of bounding boxes by, starting with the bounding box in the first iteration: determine whether the bounding box contains more than a predetermined maximum number of vertices; divide the bounding box into two additional bounding boxes if the bounding box contains more than the predetermined maximum number of vertices, repeat the steps of determining and dividing the bounding box for the additional bounding boxes in the next iteration until each additional bounding box does not contain more than the predetermined maximum number of vertices; generate a binary tree data structure representing the geographical zone; search the binary tree data structure to determine whether a vehicle is located within one of the bounding boxes.

Abstract: In one aspect, a mounting assembly for mounting an architectural covering to a support structure may include a bracket configured to be coupled to the support structure and a bracket adapter configured to be coupled to the bracket. In addition, the mounting assembly may include an end mount configured to be coupled to both an adjacent end of the covering and the bracket adapter. In accordance with aspects of the present subject matter, the various components of the mounting assembly may be configured or adapted to provide one or more advantages over known mounting assemblies.

Abstract: Digital content coediting techniques are described. In an implementation, an edit input specifying an edit to digital content and an action identifier is assigned to the edit. An element identifier of an element of the digital content that is a subject of the edit of the element is obtained along with a previous action identifier identifying a previous edit associated with the element, e.g., as a pair. An edited content region is detected of the digital content corresponding to the edit a candidate edit event is generated including the action identifier, the element identifier, the previous action identifier, and the edited content region.

Abstract: A method for reducing a clearance gap between a plurality of rotor blades and a shroud assembly of an engine includes determining, with a flight control system, that an airplane is in a first flight condition. The method also includes adjusting the clearance gap to a first clearance gap distance associated with the first flight condition. Further, the method includes receiving, with the flight control system, a demand for a second flight condition. During the second flight condition, the method includes adjusting at least two independently controllable parameters, the at least two independently controllable parameters comprising, at least, a first parameter for optimizing the clearance gap and a second parameter for satisfying a thrust demand of the engine, the first parameter having a first impact on the clearance gap, the second parameter having a second impact on the clearance gap, the first impact being greater than the second impact.

Abstract: Absorbable composite medical devices such as surgical meshes and braided sutures, which display two or more absorption/biodegradation and breaking strength retention profiles and exhibit unique properties in different clinical settings, are made using combinations of at least two types of yarns having distinctly different physicochemical and biological properties and incorporate in the subject construct special designs to provide a range of unique properties as clinically useful implants.

Abstract: Methods for preparing imaging samples by applying a liquid or semiliquid substance to a substrate surface in order to mitigate the deleterious effects of vacuum and other conditions used for sample preparation, thereby preserving the structure of at least a portion of deposited samples. These methods are useful for MS-based electron microscopy (EM) sample preparation at room temperature, but are also applicable to other imaging methods. These methods also enable transmission electron microscopy (TEM) structural confirmation of ions passing through a mass spectrometer. Additionally, only entry-level negative staining techniques for TEM are required, making this technique much more widely available than cryogenic electron microscopy (cryo-EM).

Abstract: A package of one or more compressed absorbent articles with a tactile indicium is disclosed. The package encloses one or more compressed absorbent articles. The package comprises a plurality of panels forming an outer surface. The outer surface comprises a tactile indicium.

Abstract: Methods and circuitry for efficient management of local branch history registers are described. An example processor includes a pipeline comprising a plurality of stages and a bit-vector associated with each of in-flight branches associated with the pipeline. The processor includes a recovery counter for tracking a number of bits needing recovery before a local branch history register is valid for participation in branch prediction. The processor includes branch predictor circuitry configured to, in response to an update of a local branch history register by a branch, set a bit in a corresponding bit-vector indicative of the update of the local branch history register. The branch predictor circuitry is configured to, upon a flush, determine a value indicative of an extent of recovery required for each local branch history register affected by the flush, and set a corresponding recovery counter to the value indicative of the extent of recovery required.

Abstract: Methods of forming films of aligned elongated nanoparticles, films made using the methods, and electronic devices, such as transistors, that incorporate the films are provided. In the methods, elongated nanoparticles floating at the surface of a liquid film are deposited onto a liquid film-adsorbing surface region of a substrate as the liquid film dissipates from the surface. The alignment and deposition of the elongated nanoparticles occurs along a contact line that is defined by the liquid film, the substrate, and either an immiscible liquid suspension of the elongated nanoparticles or air. As the liquid film dissipates, the contact line recedes across the liquid film-adsorbing surface region and elongated nanoparticles pinned at the contact line are deposited onto the surface in the form of a nanoparticle film.

Abstract: A system configured to characterize a physical motion performed by a user is disclosed herein. The system can include a wearable article including a first flexible circuit, that includes a first trace formed from a deformable conductor. The first flexible circuit is positioned in a first location of interest on the wearable article. The system can further include a computing device configured to receive a first signal generated by the first flexible circuit, determine a first electrical parameter based on the first signal, determine a physical condition of the first flexible circuit based on the first electrical parameter, compare the physical condition of the first flexible circuit to previously determined physical conditions associated with the wearable article, and characterize the physical motion performed by the user based on the comparison.