Abstract: An earth-boring tool system may include a drill string, and at least one or more sensors. The earth-boring tool system may receive data indicative of wear of at least part of a drilling tool, obtain labeled dull grading data for the drilling tool based on the received data, obtain a physics-based bit wear model based on one or more drilling parameters, generate one or more physics-based dull grading data labels based on the physics-based bit wear model, and train an artificial intelligence bit wear model based on the labeled dull grading data and the physics-based dull grading labels.

Abstract: Embodiments are disclosed for propagating modifications made to an object to linked objects in a document. In particular, in one or more embodiments, the disclosed systems and methods comprise receiving a first input creating a first object in a first page of a document, analyzing first parameters associated with the first object, determining that the first object matches second objects in a first linked objects thread stored in a mapping of objects in the document, associating the first object with the first linked objects thread, receiving a second input including a modification to the first object, the modification including alterations to one or more of the first parameters, modifying the first object based on the alterations to the one or more of the first parameters, and automatically applying the modification to the second objects in the first linked objects thread.

Abstract: Embodiments are disclosed for propagating modifications made to an object to linked objects in a document. In particular, in one or more embodiments, the disclosed systems and methods comprise receiving a first input creating a first object in a first page of a document, analyzing first parameters associated with the first object, determining that the first object matches second objects in a first linked objects thread stored in a mapping of objects in the document, associating the first object with the first linked objects thread, receiving a second input including a modification to the first object, the modification including alterations to one or more of the first parameters, modifying the first object based on the alterations to the one or more of the first parameters, and automatically applying the modification to the second objects in the first linked objects thread.

Abstract: Some embodiments are associated with a system and method for deep learning unsupervised anomaly prediction in Internet of Things (IoT) sensor networks or manufacturing execution systems. The system and method use an unsupervised predictive GAN model with multi-layer perceptrons (MLP) as generator and discriminator.

Abstract: Some embodiments are associated with a system and method for deep learning unsupervised anomaly prediction in Internet of Things (IoT) sensor networks or manufacturing execution systems. The system and method use an unsupervised predictive GAN model with multi-layer perceptrons (MLP) as generator and discriminator.

Abstract: For milling a window into a casing that has been cemented in a well, a whipstock and a mill bit are connected at the end of a Bottom-Hole-Assembly, which includes downhole sensors. The mill bit cuts an exit window into and out of the casing. Preferably, the operation of the drilling equipment that actuates the mill bit is controlled based on measurements performed by the downhole sensors, and the control takes into account changes in the interface between the mill bit and the material (e.g., the casing steel, the cement) being milled and/or the changes in the volume of milled material as the mill bit penetrates through the casing. The control can minimize a difference between the mechanical specific energy values calculated in real-time and a predetermined target value.

Abstract: Methods and systems disclosed herein relate generally to systems and methods for using machine learning techniques to generate section identifiers for one or more sections of the unstructured or unformatted text data. A document-processing application identifies, with a feature-prediction layer of a machine-learning model, a feature representation that represents a semantic structure of a text section within the unformatted and unstructured document. The document-processing application generates, with a sequence-prediction layer of the machine-learning model, a section identifier (e.g., heading, body, list) for a corresponding text section by applying the sequence-prediction layer to the feature representation and using contextual information of neighboring text sections.

Abstract: Some embodiments are associated with a system and method for deep learning unsupervised anomaly prediction in Internet of Things (IoT) sensor networks or manufacturing execution systems. The system and method use an unsupervised predictive GAN model with multi-layer perceptrons (MLP) as generator and discriminator.

Abstract: Rotatable elements for use with earth-boring tools include a movable element and a stationary element. The rotatable element may include a void within the support structure and at least one pin protruding from the void through an exterior side of the support structure. The rotatable element may further include at least one aperture configured to provide a vent to the void. The rotatable element may be disposed at least partially within a cavity of the stationary element. The stationary element may further include a track configured to interact with the at least one pin.

Abstract: An earth-boring tool system that includes a drilling assembly for drilling a wellbore and a surface control unit. The surface control unit includes a prediction system that is configured to train a hybrid physics and machine-learning model based on input data, provide, via the hybrid model, a predictive model representing a rate of penetration of an earth-boring tool and wear of the earth-boring tool during a planned drilling operation, provide one or more recommendations of drilling parameters based on the predictive model, utilize the one or more recommendations in a drilling operation, receive real-time data from the drilling operation, retrain the hybrid model based on a combination of the input data and the real-time data, and provide, via the retrained model, an updated predictive model of a rate of penetration of an earth-boring tool and wear of the earth-boring tool during a remainder of the planned drilling operation.

Abstract: The present invention relates to the detection and isolation of target cells based on microfluidics and cell sorting technology (MicroFACS). In this method the biological cells and microparticles are encapsulated inside hydrodynamically generated droplets and analyzed using suitable optics based on fluorescence and scattering signals. Once the target cells are detected, the optics triggers electro-coalescence for sorting of the target cells into an aqueous stream.

Abstract: A rotatable element for an earth-boring tool in a subterranean borehole includes a rotatable element and a stationary element. The rotatable element and stationary element include a seal arrangement between the rotatable element and the stationary element. The seal arrangement encloses a volume that remains substantially constant as the rotatable element moves relative to the stationary element.

Abstract: A method of utilizing a wellbore tool in a subterranean formation includes disposing a wellbore tool in a borehole. The wellbore tool has a first body and a second body. The first body is translated relative to the second body while exposing at least one surface of at least one of the first and second bodies to a lubricant comprising an organometallic compound, and a protective coating forms over the first body and/or the second body. The protective coating formed includes a metal originating from the organometallic compound. A tool for forming or servicing a wellbore includes a first body; a second body configured to translate relative to the second body; and a lubricant adjacent the first body and the second body.

Abstract: A rotatable cutter may comprise a rotatable element, a stationary element, and a releasable interface. The releasable interface may be configured to substantially inhibit rotation of the rotatable element when the rotatable element and the stationary element are at least in partial contact. An earth-boring tool may include one or more rotatable elements.

Abstract: A cutting element assembly includes a sleeve having a cutter-receiving aperture extending through the sleeve, a cutting element, and a rotation restriction element. The cutting element may include a first plurality of retention elements extending substantially radially from an outer surface of the cutting element and engaging the sleeve to retain the cutting element within the sleeve. The rotation restriction element may be coupled to the cutting element and may include a second plurality of retention elements extending axially from a bottom surface of the rotation restriction element and engaging the sleeve to restrict rotation of the cutting element within the sleeve.

Abstract: A method of utilizing a wellbore tool in a subterranean formation includes disposing a wellbore tool in a borehole. The wellbore tool has a first body and a second body. The first body is translated relative to the second body while exposing at least one surface of at least one of the first and second bodies to a lubricant comprising an organometallic compound, and a protective coating forms over the first body and/or the second body. The protective coating formed includes a metal originating from the organometallic compound. A tool for forming or servicing a wellbore includes a first body; a second body configured to translate relative to the second body; and a lubricant adjacent the first body and the second body.

Abstract: Examples described herein include methods for configuring deployed devices, such as printers and scanners, across a network. Such methods include parsing a manageable features message received from a deployed electronic device according to a common management framework protocol to determine specifications for a manageable feature of the deployed electronic device, generating a features object comprising the specification for the manageable feature according to the common management framework protocol, associating the features object to the deployed electronic device, generating a user interface based on the features object, and sending configuration message to the deployed electronic device based on user input received through the user interface and the features object.

Abstract: Rotatable elements for use with earth-boring tools include a movable element and a stationary element. The movable element and stationary element include an index positioning feature that is configured to rotate the movable element as the movable element moves between a first axial position and a second axial position.

Abstract: Rotatable elements for use with earth-boring tools include a movable element and a stationary element. The rotatable element may include a void within the support structure and at least one pin protruding from the void through an exterior side of the support structure. The rotatable element may further include at least one aperture configured to provide a vent to the void. The rotatable element may be disposed at least partially within a cavity of the stationary element. The stationary element may further include a track configured to interact with the at least one pin.

Abstract: Methods of forming a stationary housing of a rotatable cutting element for use on an earth-boring tool may include forming one or more annular recesses extending around an outer surface of a first sleeve, inserting the first sleeve within a second sleeve, joining the first sleeve with the second sleeve, and removing a portion of material from an inner surface of the first sleeve to expose the annular recesses. Methods may also include forming a first portion and a second portion of a sleeve, forming an annular recess around an entire perimeter of an inner surface of each of the first portion and the second portion of the sleeve proximate a longitudinal end thereof, and bonding the longitudinal ends of the first portion and the second portion of the sleeve along an interface therebetween. Stationary housings formed from such methods are also provided.