Abstract: A scaffolding assembly adapted to be releasably attached to an elongate support member such as an overhead pipe. The scaffolding assembly has a split collar and a platform assembly adapted to be releasably attached to the split collar. The split collar comprises at least two segments which can encircle the pipe and be secured to one another. The platform assembly which includes a platform deck has a connector formation which extends laterally outwardly from the deck to an extent that it can engage a receiving formation on the collar assembly and thereby attach the platform assembly to the collar assembly.

Abstract: A deployment system for deploying a polymer grout system includes a first conduit line for conveying an isocyanate component, a second conduit line for conveying an organic polyol component, and a mixer for mixing the isocyanate component and the organic polyol component to form an expandable polymer grout system that is deployed to a target location associated with a wellbore. The deployment system can include a tailpipe and/or bridge plug for directing the expandable polymer grout system to the target location. The disclosure also includes methods of using the foregoing deployment system.

Abstract: Methods and systems are described for providing optimal representations of content. A user interface may present content based on one or more images representing the content. User interactions associated with the content may be tracked based on which of the one or more images was used to represent the content. Statistical information may be tracked to determine which groups of users respond to particular images used to represent content. The statistical information may be used to select which images are used to represent the content for additional users.

Abstract: A method for producing an aqueous equilibrium peroxylactic acid solution by reaction mixing lactic acid, hydrogen peroxide, water, one or more optional acid catalysts and one or more optional sequestering agents in a vessel over a period of time while maintaining the temperature of the solution at a temperature below about 100° C. The aqueous equilibrium peroxylactic acid solution can be used for reducing the bacterial count on food products, particularly a protein food product, during processing.

Abstract: In some examples, a system receives an input graph representation of one or more query plans for one or more database queries, and generates, by an embedding machine learning model based on the input graph representation, a feature vector that provides a distributed representation of the one or more query plans. The system determines, using the feature vector, one or more user behaviors and/or workload characteristics of one or more workloads in one or more database systems.

Abstract: Techniques regarding the transportation of molecular cargo across the BBB are provided. For example, one or more embodiments described herein can comprise a chemical compound to facilitate molecular encapsulation of the molecular cargo. The chemical compound can comprise a diblock copolymer having a molecular backbone comprising a polycarbonate structure and a polyethylene glycol structure. Also, the polycarbonate structure can be functionalized with boronic acid.

Abstract: A folded slot structurally integrated antenna is defined within the structure of the vertical stabilizer. The folded slot structurally integrated antenna comprises a first terminal with a flared portion, a substantially constant slot width potion, and a second terminal with a flared portion. The substantially constant slot width potion may include one or more curvatures to extend the length of the folded slot structurally integrated antenna within the vertical stabilizer. The antenna system may utilize reactive loading or dynamic slot length switching. A platform may include folded slot structurally integrated antennas in both a vertical stabilizer and horizontal wings or winglets. Horizontal and vertical folded slot structurally integrated antennas may be utilized to produce various polarization profiles.

Abstract: A method of conducting oxidation in an inflatable bag bioreactor or a batch reactor is provided. The inflatable bag bioreactor or the batch reactor is used as an efficient, economical, and convenient reaction vessel. The inflatable bag bioreactor or batch reactor is rotated or rocked during the reaction to ensure continued exposure of the reaction mixture to the headspace gas in the vessel. The ability of the inflatable bag to expand or contract as the volume of the contents changes helps maintain consistent pressure and avoids the need to replenish the headspace gas.

Abstract: A set of material candidates expected to yield materials with target properties can be generated. A subject matter expert's decision indicating accepted and rejected material candidates from the set of material candidates can be received. Based on the subject matter expert's input, a machine learning model can be trained to replicate the subject matter expert's decision.

Abstract: An interface for a microfluidic device such as a microfluidic cassette has a seal portion moveable from a first position to a second position within a reservoir in response to an applied force. Movement of the seal portion within the reservoir causes the volume of the reservoir to increase. The interface also has a hollow needle with a first end and a second end, the first end locatable in fluid communication with the reservoir and the second end located outside of the reservoir and arranged for piercing. The seal portion and the needle are arranged such that when the seal portion moves from the first position to the second position, a predetermined volume of fluid is drawn through the needle into the reservoir.

Abstract: Methods, systems, and media for rewinding media content based on detected audio events are provided. In some embodiments, a method for providing media guidance is provided, the method comprising: causing media content to be presented; receiving, using an audio input device, audio data that includes ambient sounds in an environment in which the media content is being presented; receiving a user command to rewind the media content; detecting that a portion of the audio data corresponds to an audio event that occurred during the presentation of the media content in response to receiving the user command to rewind the media content; determining a playback position in the media content based on the audio event; and causing the media content to be presented from the determined playback position.

Abstract: Clamp designs and methods relating thereto for working on one or more of workpieces are described. An exemplar clamp design includes a unitary u-shaped frame having a bight portion flanked by multiple jaw portions, all of which are designed to secure one or more workpieces (e.g., cabinet face frame). The u-shaped frame, at any of its portions, has disposed thereon at least one work window that provides access to one or more secured workpieces. Further, one exemplar clamp design provides a work guide element rotatably coupled to the u-shaped frame, disposed adjacent to the work window, and having defined therein a guide aperture. In, one rotated, work position of the work guide, the guide aperture allows a tool to access and/or work, through the guide aperture and the work window, on a desired location on the workpiece.

Abstract: A gas turbine engine component includes a first surface and a second surface. The component further includes a dilution hole defined by the first surface and the second surface. The component further includes a first effusion hole and a second effusion hole each having an inlet defined by the second surface and an outlet defined by the first surface such that the outlet of the first effusion hole is located nearer to the dilution hole than the outlet of the second effusion hole.

Abstract: The present invention provides anti-C-C motif chemokine receptor 8 (CCR8) antigen-binding molecules (e.g., bispecific antigen-binding molecules) and compositions thereof. The invention also features polynucleotides, vectors, host cells, methods of production, pharmaceutical compositions, methods of treating a disease or disorder, such as cancer, methods of depleting regulatory T cells, related uses and compositions for use, and kits for use with the one or more methods.

Abstract: According to a first aspect of the invention there is provided a motion generator comprising an effector for applying forces, moments and movements to an effector pay load relative to a surface connected to one or more elongate rigid struts, each strut being connected at one end thereof by a first joint to the effector and being connected at its other end by a second joint to an associated rocker, the rocker comprising a rocker arm and having a pivot axis which is generally parallel with the surface, such that the movement of the rocker arm through a generally vertical are about the pivot axis leads to movement of the effector, and forces applied to an associated rocker lead to forces being applied to the effector, in which the movement of a rocker and forces applied by the rocker are controlled by an actuator, the actuator being in the form of, or comprising an elongate belt, cable, or rope drive which is connected by either end thereof to an associated rocker to apply a force to a point on the associated ro

Abstract: This application relates to a building energy analysis and management system for measurement and verification of building performance. The system can analyze, optimize, manage, maintain, trouble shoot, and/or modify building systems, such as HVAC systems, in connection with the building energy usage. Measurements may be gathered for one or more HVAC units coupled to pressure independent valves, and sent to one or more Surge Panels that pass data to remote analysis servers, which can receive other system or external data. The analysis servers compare measurements to predicted values and can standardize the predicted values to account for external conditions. The comparison can result in difference values used to generate probable causes and optimization recommendations. The system outputs reports or other data display using a graphical user interface that can be adjusted for an anticipated user.

Abstract: A method of decoding a plurality of coding units from a bitstream to produce an image frame, the coding units being the result of decompositions of coding tree units, the plurality of coding units forming one or more contiguous portions of the bitstream. The method comprises determining a subdivision level for each portion of the bitstream, each subdivision level being applicable to the coding units of the respective contiguous portion of the bitstream; decoding a quantisation parameter delta for each of a number of areas, each area based on decomposition of coding tree units into coding units of each contiguous portion of the bitstream and the corresponding determined subdivision level; determining a quantisation parameter for each area according to the decoded delta quantisation parameter for the area and the quantisation parameter of an earlier coding unit of the image frame; decoding using the determined quantisation parameter of each area.

Abstract: Described herein are examples of welding technique monitoring systems that provide lightweight, self-contained, and highly portable means of monitoring welding technique and/or providing technique feedback. The systems use a portable support platform that can be easily transported to different welding stations/sites, providing a marked advantage over legacy monitoring systems that use heavy welding stands that are difficult to move. After an initial calibration, the systems can consistently and repeatedly monitor welding technique relative to a particular joint with no additional calibration necessary, even if there is sensor and/or platform movement. The systems are additionally able to detect a welding-type operation without the need to communicate with welding equipment. The systems are further configured for use with existing (rather than potentially expensive custom) welding-type tools, thereby keeping the systems low cost and highly portable.

Abstract: Some disclosed golf club heads include body having at least one raised sole portion and a cantilevered ledge extending down around a perimeter of the club head below the level of the raised sole portion. Some disclosed golf club heads include one or more sole openings in the body and a sole insert that is mounted inside the body over the sole openings. The sole can include weight tracks as well, and a rear weight track can extend between a toe side sole opening and a heel side sole opening. A crown insert can also be included that is mounted over an upper opening in the body.