Abstract: The present disclosure relates to systems, non-transitory computer-readable media, and methods for automatically generating and executing machine learning pipelines based on a variety of user selections of various settings, machine learning structures, and other machine learning pipeline criteria. In particular, in one or more embodiments, the disclosed systems utilize user input selecting various machine learning pipeline settings to generate machine learning model pipeline files. Further, the disclosed systems execute and deploy the machine learning pipelines based on user-selected schedules. In some embodiments, the disclosed systems also register the machine learning pipelines and associated machine learning pipeline data in a machine learning pipeline registry. Further, the disclosed systems can generate and provide a machine learning pipeline graphical user interface for monitoring and managing machine learning pipelines.

Abstract: The present disclosure relates to systems, non-transitory computer-readable media, and methods that implement a pre-defined model container workflow allowing computing devices to flexibly and efficiently define, train, deploy, and maintain machine-learning models. For instance, the disclosed systems can provide scaffolding and boilerplate code for machine-learning models. To illustrate, boilerplate code can include predetermined designs of base classes for common use cases like training, batch inference, etc. In addition, the scaffolding provides an opinionated directory structure for organizing code of a machine-learning model. Further, the disclosed systems can provide containerization and various tooling (e.g., command interface tooling, platform upgrade tooling, and model repository management tooling). Additionally, the disclosed systems can provide out of the box compatibility with one or more different compute instances for increased flexibility and cross-system integration.

Abstract: A machine for non-woven fabric formation containing a rotating center shaft, at least a first and second pair of laterally spaced, interchangeable helical yarn guides, a yarn feeding wheel assembly, a fabric take up. The machine is capable of forming both square and tri-axial scrims with changes to the interchangeable helical yarn guides and yarn feeding wheel assembly.

Abstract: A machine for non-woven fabric formation containing a rotating center shaft, at least a first and second pair of laterally spaced, interchangeable helical yarn guides, a yarn feeding wheel assembly, a fabric take up. The machine is capable of forming both square and tri-axial scrims with changes to the interchangeable helical yarn guides and yarn feeding wheel assembly.

Abstract: A window screen installation system is disclosed that includes a screen frame configured in a generally rectangular configuration from a plurality of screen frame extrusions. A plurality of trim molds are included that are configured to snap into place over the screen frame extrusion. When respective ends of the trim molds are positioned adjacent one another they form a plurality of generally rectangular shaped openings. A plurality of plinths are configured to be positioned in each of the plurality of openings configured to further secure the trim molds to the screen frame extrusions.

Abstract: A gazebo screen installation system is disclosed that is operable to allow screen frame assemblies to be installed in gazebos. The system includes a gazebo screen frame having a wedge portion and a trim portion. The trim portion includes a mounting rib extending upwardly from an upper surface of the trim portion and the wedge portion extends downwardly from said trim portion. A backing wedge strip is included having an angled surface and a mounting surface. The angled surface is formed in relation to the mounting surface such that a right angle forming angle is created in relation to a screen material when the backing wedge strip is connected with a vertical support member of a gazebo.

Abstract: A gazebo screen installation system is disclosed that is operable to allow screen frame assemblies to be installed in gazebos. The system includes a gazebo screen frame having a wedge portion and a trim portion. The trim portion includes a mounting rib extending upwardly from an upper surface of the trim portion and the wedge portion extends downwardly from said trim portion. A backing wedge strip is included having an angled surface and a mounting surface. The angled surface is formed in relation to the mounting surface such that a right angle forming angle is created in relation to a screen material when the backing wedge strip is connected with a vertical support member of a gazebo.

Abstract: A window screen installation system is disclosed that includes a screen frame configured in a generally rectangular configuration from a plurality of screen frame extrusions. A plurality of trim molds are included that are configured to snap into place over the screen frame extrusion. When respective ends of the trim molds are positioned adjacent one another they form a plurality of generally rectangular shaped openings. A plurality of plinths are configured to be positioned in each of the plurality of openings configured to further secure the trim molds to the screen frame extrusions.

Abstract: A tapered fiber reinforced core panel adapted for use with a hardenable resin having a core panel thickness that varies across at least one of the width or length of the core panel. The core panel contains a plurality of elongated strips of low density cellular material and a plurality of fibers located adjacent the first and second side surfaces between adjacent elongated strips.

Abstract: A process for forming a fiber reinforced core panel which is able to be contoured includes the following steps. First, slice a sheet of a low density material a plurality of times in a first direction of the sheet on at least one side, where the slices extend through only a portion of the thickness of the sheet, then divide the sheet in the second direction of the sheet into a series of low density strips having at least three faces (major face, a first edge face, a second edge face, and optionally a minor face) where the slices in the sheet form a series of cuts in the major or minor face of the low density strips. Next, arrange the series of low density strips to form a core panel and thread a continuous fibrous reinforcement sheet through the low density strips such that the fibrous reinforcement sheet is disposed between adjacent strips and adjacent to the major or minor faces of the low density strips.

Abstract: A method and apparatus for combining elongated strips is provided. The strips are wrapped with a flexible material that may include a reinforcement layer and other layers such as adhesives whereby the strips can be bonded to one another. Additionally, layers of e.g., a stabilizing material may be added to one or both sides of the intermediate formed by the elongated strips and flexible material. The stabilizing material can be e.g., layers of a scrim and/or one or more layers of material that are impregnated with a resin to add strength to the intermediate.

Abstract: To analyze content of a subterranean structure, electric field measurements at plural source-receiver azimuths in a predefined range are received. Total magnetic field measurements are also received at plural source-receiver azimuths in the predefined range. The electric field measurements and the total magnetic field measurements are provided to an analysis module to enable determination of electrical resistivity anisotropy of the subterranean structure.

Abstract: Methods and related systems are described for analyzing electromagnetic survey data. Electromagnetic survey data of a subterranean formation is obtained using at least a downhole transceiver deployed in a borehole and a transceiver positioned on the surface or in another borehole. The electromagnetic survey data includes an incident wave component and a scattered wave component. The incident and scattered components are correlated so as to generate an image of the subterranean formation indicating spatial locations of one or more features, for example, electrical properties such as resistivity variations, in the formation. The image is based at least in part on one or more interference patterns of the incident and scattered wave components. The correlation preferably includes generating a simulation of the incident wave component propagated into the formation, and convolving the simulated propagated incident wave component with the scattered wave component.

Abstract: A fiber reinforced core panel contains a series of adjacent, substantially parallel low density strips and a continuous fibrous reinforcement sheet threaded through the low density strips. The low density strips have at least three faces (a major face, a first edge face, a second edge face, and optionally a minor face) where the major face of each strip is disposed within the first or second side of the core panel. At least a portion of the low density strips comprise a series of cuts, where the cuts originate in the major or minor face and the cuts extend through only a portion of the thickness of the strips.

Abstract: A method and apparatus for combining elongated strips is provided. The strips are wrapped with a flexible material that may include a reinforcement layer and other layers such as adhesives whereby the strips can be bonded to one another. Additionally, layers of e.g., a stabilizing material may be added to one or both sides of the intermediate formed by the elongated strips and flexible material. The stabilizing material can be e.g., layers of a scrim and/or one or more layers of material that are impregnated with a resin to add strength to the intermediate.

Abstract: A process for forming a fiber reinforced core panel which is able to be contoured includes the following steps. First, slice a sheet of a low density material a plurality of times in a first direction of the sheet on at least one side, where the slices extend through only a portion of the thickness of the sheet, then divide the sheet in the second direction of the sheet into a series of low density strips having at least three faces (major face, a first edge face, a second edge face, and optionally a minor face) where the slices in the sheet form a series of cuts in the major or minor face of the low density strips. Next, arrange the series of low density strips to form a core panel and thread a continuous fibrous reinforcement sheet through the low density strips such that the fibrous reinforcement sheet is disposed between adjacent strips and adjacent to the major or minor faces of the low density strips.

Abstract: A method of analyzing electromagnetic survey data from an area of seafloor (6) that is thought or known to contain a conductive or resistive body, such as a subterranean hydrocarbon reservoir (12), is described. The method includes providing electric field data and magnetic field data, for example magnetic flux density, obtained by at least one receiver (25) from a horizontal electric dipole (HED) transmitter (22) and determining a vertical gradient in the electric field data. The vertical gradient in the electric field data and the magnetic field data are then combined to generate combined response data. The combined response data is compared with background data specific to the area being surveyed to obtain difference data sensitive to the presence of a subterranean hydrocarbon reservoir.

Abstract: To analyze content of a subterranean structure, electric field measurements at plural source-receiver azimuths in a predefined range are received. Total magnetic field measurements are also received at plural source-receiver azimuths in the predefined range. The electric field measurements and the total magnetic field measurements are provided to an analysis module to enable determination of electrical resistivity anisotropy of the subterranean structure.

Abstract: Methods and related systems are described for analyzing electromagnetic survey data. Electromagnetic survey data of a subterranean formation is obtained using at least a downhole transceiver deployed in a borehole and a transceiver positioned on the surface or in another borehole. The electromagnetic survey data includes an incident wave component and a scattered wave component. The incident and scattered components are correlated so as to generate an image of the subterranean formation indicating spatial locations of one or more features, for example, electrical properties such as resistivity variations, in the formation. The image is based at least in part on one or more interference patterns of the incident and scattered wave components. The correlation preferably includes generating a simulation of the incident wave component propagated into the formation, and convolving the simulated propagated incident wave component with the scattered wave component.