Abstract: A system predicts metadata attributes associated with documents using machine learning models. The document may represent an interaction between entities. The system trains machine learning models to predict scores indicating whether a token or a sequence of token of a document represents a metadata attribute. The metadata prediction is used to annotate the document and display to users. The system receives user feedback via the user interface and uses the user feedback to evaluate or retrain the model. The system generates training data by receiving a set of annotated documents and comparing the annotated documents against other documents to identify matching documents. The system determines when to execute the machine learning based metadata prediction based on steps of document workflow executed by the system.

Abstract: A flow meter coupling system (300) to reduce axial stress on a flow meter (302) comprising a first flow meter flange (314a) and a second flow meter flange (314b) is provided. The flow meter coupling system (300) comprises a first process fluid member (304) configured to be coupled to the first flow meter flange (314a) of the flow meter (302), a second process fluid member (306), and a second connector member (310) configured to be rigidly coupled to at least one of the second flow meter flange (314b) or the second process fluid member (306) and coupled to another of the second flow meter flange (314b) or the second process fluid member (306) in a manner that provides substantially no axial stress.

Abstract: Systems, computer program products, and methods are described herein for assessing cyber-based data protection exposure using artificial intelligence. The method includes compiling an assessment of cyber-based data exposure of an entity using artificial intelligence, said entity comprised of a set of cyber-based data, an internal set of cyber-based protective measures, and an external set of cyber-based protective measures. The method further includes comparing the assessment of cyber-based data exposure against an open-source database. The method further includes generating an analysis of cyber-based data protection exposure associated with the entity based on the comparison of the assessment of cyber-based data exposure against the open-source database. The analysis of cyber-based data protection exposure associated with the entity comprises an estimation of exposure of the set of cyber-based data.

Abstract: A hemostatic surface application device having a region of hemostatic foam for contact with a patient's skin where a wound exists or is created, the device includes: a release layer, the release layer in contact with a hemostatic flexible foam section, and a structural foam layer having a front side and a back side surrounding the hemostatic flexible foam layer, forming a generally central hemostatic surface exposed through the front side of the surrounding structural foam layer, and a support layer adhered to the backside of the structural foam layer.

Abstract: A system predicts metadata attributes associated with documents using machine learning models. The document may represent an interaction between entities. The system trains machine learning models to predict scores indicating whether a token or a sequence of token of a document represents a metadata attribute. The metadata prediction is used to annotate the document and display to users. The system receives user feedback via the user interface and uses the user feedback to evaluate or retrain the model. The system generates training data by receiving a set of annotated documents and comparing the annotated documents against other documents to identify matching documents. The system determines when to execute the machine learning based metadata prediction based on steps of document workflow executed by the system.

Abstract: A system predicts metadata attributes associated with documents using machine learning models. The document may represent an interaction between entities. The system trains machine learning models to predict scores indicating whether a token or a sequence of token of a document represents a metadata attribute. The metadata prediction is used to annotate the document and display to users. The system receives user feedback via the user interface and uses the user feedback to evaluate or retrain the model. The system generates training data by receiving a set of annotated documents and comparing the annotated documents against other documents to identify matching documents. The system determines when to execute the machine learning based metadata prediction based on steps of document workflow executed by the system.

Abstract: A system predicts metadata attributes associated with documents using machine learning models. The document may represent an interaction between entities. The system trains machine learning models to predict scores indicating whether a token or a sequence of token of a document represents a metadata attribute. The metadata prediction is used to annotate the document and display to users. The system receives user feedback via the user interface and uses the user feedback to evaluate or retrain the model. The system generates training data by receiving a set of annotated documents and comparing the annotated documents against other documents to identify matching documents. The system determines when to execute the machine learning based metadata prediction based on steps of document workflow executed by the system.

Abstract: A hemostatic surface application device having a region of hemostatic foam for contact with a patient's skin where a wound exists or is created, the device includes: a release layer, the release layer in contact with a hemostatic flexible foam section, and a structural foam layer having a front side and a back side surrounding the hemostatic flexible foam layer, forming a generally central hemostatic surface exposed through the front side of the surrounding structural foam layer, and a support layer adhered to the backside of the structural foam layer.

Abstract: Described herein is a system and method for determining the presence and/or amount of a target in a sample. In some embodiments, a microfluidic device, such as a strip having a microfluidic network thereon, is inserted into an instrument to perform an assay therein. The strip may be configured to receive the sample from a porous member via capillary action, with minimal or no compression of the porous member. The instrument may include a gas bladder actuation assembly, actuated by an eccentric cam, to compress and decompress a gas bladder on the microfluidic device, thereby enabling fluid movement thereon. The instrument may further comprise a magnet disposed in a fixed location, so as to capture any complexes formed between the target and magnetic particles disposed within the microfluidic device. The magnet may be aligned with an optical detection assembly configured to detect the target captured with the magnetic particles.

Abstract: A flow meter coupling system (300) to reduce axial stress on a flow meter (302) comprising a first flow meter flange (314a) and a second flow meter flange (314b) is provided. The flow meter coupling system (300) comprises a first process fluid member (304) configured to be coupled to the first flow meter flange (314a) of the flow meter (302), a second process fluid member (306), and a second connector member (310) configured to be rigidly coupled to at least one of the second flow meter flange (314b) or the second process fluid member (306) and coupled to another of the second flow meter flange (314b) or the second process fluid member (306) in a manner that provides substantially no axial stress.

Abstract: A hemostatic surface application device having a region of hemostatic foam for contact with a patient's skin where a wound exists or is created, the device includes: a release layer, the release layer in contact with a hemostatic flexible foam section, and a structural foam layer having a front side and a back side surrounding the hemostatic flexible foam layer, forming a generally central hemostatic surface exposed through the front side of the surrounding structural foam layer, and a support layer adhered to the backside of the structural foam layer.

Abstract: A hemostatic surface application device having a region of hemostatic foam for contact with a patient's skin where a wound exists or is created, the device includes: a release layer, the release layer in contact with a hemostatic flexible foam section, and a structural foam layer having a front side and a back side surrounding the hemostatic flexible foam layer, forming a generally central hemostatic surface exposed through the front side of the surrounding structural foam layer, and a support layer adhered to the backside of the structural foam layer.

Abstract: A method of manufacturing a multi material device for heat transfer, and a multi material device is disclosed comprising: depositing, by an additive manufacturing technique, a first material onto a scaffold; depositing, by an additive manufacturing technique, a second material onto at least part of the first material, wherein, one of the first or second material is a heat transfer material having first thermal conductivity, a first chemical resistance and a first erosion resistance and the other is a rugged material of a second thermal conductivity, a second chemical resistance and a second erosion resistance, such that the second thermal conductivity is lower than the first thermal conductivity and at least one of the second chemical resistance or second erosion resistance is higher that the respective first chemical resistance or first erosion resistance.

Abstract: A beam-like crosshead for a valve train of an internal combustion engine is proposed for the transmission of a cam lift to two gas exchange valves. The crosshead has two side walls which are connected by a transverse wall, and, on an upper side of the transverse wall at its longitudinal center, a contact surface for a cam follower, and, on an underside of the transverse wall at each of its longitudinal ends, a valve contact surface. The crosshead is a reversed bowl-like hollow body which is produced from steel sheet using stamping/bending technology. From the transverse wall the side walls and, transversely at each longitudinal end, end walls hang in a finger-like manner. Cut edges between the side and end walls, starting from the transverse wall, form cut-outs.

Abstract: Cold-in-place asphalt recycling is disclosed. A foamed asphalt may be produced by injecting water and optionally compressed air into a hot asphalt stream. A lubricating surfactant may be added to the hot asphalt stream to improve performance. The foamed asphalt may be mixed with reclaimed material to provide a uniformly coated paving material that can compacted to a desired density.

Abstract: The present invention relates to methods for detecting an analyte present in a fluid sample using a microfluidic device comprising a detection zone characterized by an optically transmissible portion and reagent(s) associated with a porous matrix, wherein the analyte is detected with an optical detector. The present invention also provides a microfluidic channel and a microfluidic cartridge for use in such a method.

Abstract: A novel method for synthesizing AEI zeolites is provided which results in high overall relative yields on silica and the structure directing agent.

Abstract: A spark-ignited (SI) internal combustion (IC) engine designed to operate on high octane fuels, such as gasoline, is reconfigured to operate on low octane fuels including logistically preferred distillate fuels, such as diesel or JP-8. Design modifications involve coupling a fuel reformer module to the internal combustion engine. Auxiliary components include a system control module, a heat exchange module, a bypass valve to facilitate start-up, and/or a throttle body to control a reformate-oxidizer mixture fed to the engine. Small portable generators having 0.3-3.0 kWe power output are disclosed based upon the modified SI-IC engine design.