Abstract: An intermediate data set can be generated based on an image of a set of objects, where each of the set of objects includes a plastic. A predicted chemometric property can be generated by inputting the intermediate data set to a machine-learning model. The chemometric property can be of a physical output pyrolysis oil produced by performing a pyrolysis processing of the set of objects using a pyrolysis reactor. A result associated with the set of objects can be generated, where the result is based on or includes the predicted chemometric property.

Abstract: A memory is disclosed. The memory may include a first data structure. The first data structure may include a field, which may store a first pointer to a second data structure. The second data structure may include a second pointer to a data relating to a command and a third pointer to a user data. The memory may also include a queue that may include the first data structure.

Abstract: A memory is disclosed. The memory may include a first data structure. The first data structure may include a first field to store a first data relating to a command. The memory may also include a second data structure. The second data structure may include a second field to store a second data relating to the command. A first queue stored in the memory may include the first data structure. A second queue stored in the memory may include the second data structure.

Abstract: A message addressed to a user is received. A first model is applied to the message to produce a first output indicative of whether the message is representative of a non-malicious message. The first model is trained using past messages that have been verified as non-malicious messages. It is determined, based on the first output, that the message is potentially a malicious message. Responsive to determining that the message is potentially a malicious email based on the first output, apply a second model to the message to produce a second output indicative of whether the message is representative of a given type of attack. The second model is one of a plurality of models. At least one model included in the plurality of models is associated with characterizing a goal of the malicious message. An action is performed with respect to the message based on the second output.

Abstract: A memory is disclosed. The memory may include a first data structure and a second data structure. The first data structure may include a first field to store a first data relating to a command, and a related command field, the related command field to store a value. The second data structure may include a second field to store a second data relating to the command. A queue stored in the memory, may include the first data structure. A storage device may be configured to identify the first data structure and the second data structure (405, 705) as related based at least in part on the value.

Abstract: A system for heating a lens of an optical device may include a mounting surface configured to be mounted on the lens with the mounting surface facing the lens, and a heating element that, with the mounting surface mounted on the lens, is proximate the lens such that heat generated by the heating element prevents dew formation on the lens.

Abstract: Disclosed in some examples are methods, systems, and machine readable mediums which provide for customized alerts for a user. Alerts may be described by a set of alert parameters. Alert parameters include the type of alerts, the frequency of alerts, and the content of the alerts. While the alert parameters may initially be set based upon the users explicitly entered preferences, the system may monitor one or more indicators to dynamically adjust one or more of the alert parameters. As the indicators allow the automated portfolio management system to respond to the needs of a user, these alerts may increase the personalization of automated portfolio management systems.

Abstract: A magnetically attachable window screen for attachment to a window frame. The window screen includes a plurality of screen frame members. Each frame member includes a first end and a second end wherein the first and second ends are operable to receive a flange member. The window screen also includes a screen corner key with a central magnetic member and two orthogonally opposed flanges extending outwardly in a single plane from the central magnetic member. The flange members of the screen corner key are inserted into the first and second ends of orthogonally opposed adjacent screen frame members to form a fully assembled screen frame. The window screen also includes a plurality of corner key mates inserted into each corner of the screen channel of the window frame. The central magnetic member of the inserted corner key is operable for magnetic attraction to respective corner key mates.

Abstract: A flow regulation system for regulating a flow of a fluid from a fluid reservoir is disclosed having a fluid reservoir container, an effluent conduit adapted to discharge fluid from the fluid reservoir container, and a fluid turbine disposed in the effluent conduit. A generator is operatively connected to the fluid turbine for converting mechanical energy of the fluid turbine to electrical energy, and a power conditioning module is energized by the generator to alter voltage and current characteristics of electricity generated by the generator. A load manager is provided to monitor operational characteristic of the flow regulation systems.

Abstract: The present disclosure provides methods of treating or preventing fatty liver disease and/or lowering cholesterol and LDL cholesterol levels in a subject. The present disclosure further provides methods of lowering expression of Pleckstrin and Sec7 Domain Containing 3 (PSD3) in a subject.

Abstract: Novel compounds, compositions, and methods of using and preparing the same, which may be useful for treating alpha-1 antitrypsin deficiency (AATD).

Abstract: Provided is a method for managing a data migration operation, including creating, by a storage device, a read submission queue entry indicating a location of data at a source storage of the storage device to be copied from the source storage to a target storage, the read submission queue entry including a field including metadata including information for reading the data from the source storage.

Abstract: Single filter and multi-filter endolumenal methods and systems for filtering fluids within the body. In some embodiments a blood filtering system captures and removes particulates dislodged or generated during a surgical procedure and circulating in a patient's vasculature. In some embodiments a filter system protects the cerebral vasculature during a cardiac valve repair or replacement procedure.

Abstract: An apparatus, system and method for providing a consumable level monitor for association with a solid content-filled consumable. The embodiments may include a sensing module embedded in a label associated with the consumable suitable to sense the consumable level; and a visual indicator suitable to receive the consumable level from the sensing module, and for communicating the consumable level to a user.

Abstract: A troche mold assembly includes a cover defining a receiving area and a tray removably positioned in the receiving area. The tray includes a frame having a top side and a bottom side opposite from the top side. The frame defines a plurality of cells, and each cell is configured to receive a medicament. The tray also includes a plurality of buttons. Each button is within a corresponding cell and is between the top side and the bottom side of the frame. In some aspects, wherein each button includes a center portion, a first hinge line adjacent to the cell wall, and a second hinge line between the first hinge line and the center portion. In various aspects, the cover includes a locating rib, and the tray is removably positioned within the receiving area such that the locating rib contacts the top side of the frame.

Abstract: A method of oil production after water flooding includes the steps of: forming at least one injection well and at least one production well in a reservoir; pumping enriched air (at least 30-100 mole-% oxygen with fogged water droplets) into the injection well, so as to maximize gravity segregation of gas/steam and gravity drainage of oil from an attic and/or pinch-out volume of the reservoir; and recycling produced carbon dioxide by injection into a man-made gas cap created around the at least one injection well. The enriched air preferably includes a mixture of 30-100 mole-% oxygen, 0-4 mole-% argon, 0-67 mole-% nitrogen and 0-70 mole-carbon dioxide gas.

Abstract: A method for enhanced oil recovery in a tilted reservoir includes the steps of: providing an injection well and at least one production well, the at least one production well provided at a greater depth in the tilted reservoir than the injection well; injecting carbon dioxide or nitrogen gas into the injection well; injecting enriched air into the injection well so as to cause ignition in the tilted reservoir; reducing production by the at least one production well; draining fluid from an area in the tilted reservoir up-dip of the injection well; and recovering the drained fluid by the at least one production well.

Abstract: An apparatus, system and method for providing a consumable level monitor for association with a content-filled consumable. The embodiments may include a sensing module suitable to sense the consumable level; and a communications module suitable for receiving the consumable level from the sensing module, and for communicating the consumable level to a user.