Abstract: The present disclosure relates to systems, non-transitory computer-readable media, and methods for utilizing machine learning and digital embedding processes to generate digital maps of biology and user interfaces for evaluating map efficacy. In particular, in one or more embodiments, the disclosed systems receive perturbation data for a plurality of perturbation experiment units corresponding to a plurality of perturbation classes. Further, the systems generate, utilizing a machine learning model, a plurality of perturbation experiment unit embeddings from the perturbation data. Additionally, the systems align, utilizing an alignment model, the plurality of perturbation experiment unit embeddings to generate aligned perturbation unit embeddings. Moreover, the systems aggregate the aligned perturbation unit embeddings to generate aggregated embeddings. Furthermore, the systems generate perturbation comparisons utilizing the perturbation-level embeddings.

Abstract: The present disclosure relates to systems, non-transitory computer-readable media, and methods for utilizing machine learning and digital embedding processes to generate digital maps of biology and user interfaces for evaluating map efficacy. In particular, in one or more embodiments, the disclosed systems receive perturbation data for a plurality of perturbation experiment units corresponding to a plurality of perturbation classes. Further, the systems generate, utilizing a machine learning model, a plurality of perturbation experiment unit embeddings from the perturbation data. Additionally, the systems align, utilizing an alignment model, the plurality of perturbation experiment unit embeddings to generate aligned perturbation unit embeddings. Moreover, the systems aggregate the aligned perturbation unit embeddings to generate aggregated embeddings. Furthermore, the systems generate perturbation comparisons utilizing the perturbation-level embeddings.

Abstract: The disclosure generally relates to ultra high molecular weight poly (ethylene) (“UHMWPE”) tubes with an average wall thickness of 0.2 mm or less; a tensile stress at break greater than 40 MPa; and a storage modulus of greater than 500 MPa at 23° C. The disclosure further relates to preparing and using such tubes and to constructions (e.g., catheter constructions) and components thereof including such tubes.

Abstract: A system has a firewall ingress node carrying network traffic. An attack injector creates a network attack flow on the firewall ingress node and thereby forms with the network traffic a composite firewall input signal on the firewall ingress node. A firewall egress node carries a response signal corresponding to the composite firewall input signal. A network monitor is connected to the firewall ingress node and the firewall egress node. The network monitor includes a homodyne detector to multiply the response signal by an oscillating driver signal to form a product that is integrated over time to form a homodyne detector response signal that is larger when the homodyne detector response signal has some component with the same frequency as the oscillating driver signal.

Abstract: A non-transitory computer readable storage medium has instructions executed by a processor to receive network session information from network monitoring devices distributed throughout an enterprise network. The network session information characterizes communications between a client device within the enterprise network and a server external to the enterprise network. The network session information is transformed into vectors of network communication session parameters. The vectors are combined into different time series of data. A similarity measure is computed between the different time series of data to detect unique sessions between the client device and a middlebox network device within the enterprise network or unique sessions between a middle box network device within the enterprise network and the server. The unique sessions are evaluated to infer relationships between networked devices within the enterprise network.

Abstract: In one example, the present disclosure describes a device, computer-readable medium, and method for regulating access to electronic entertainment to incentivize desired behavior. For instance, in one example, the behavior of an individual is monitored through data received from an electronic device. The behavior is compared to a predefined behavioral goal stored in a profile for the individual, and a predefined incentive associated with satisfaction of the predefined behavioral goal by the user is identified. The predefined incentive comprises access to an electronic entertainment medium. An instruction to the electronic entertainment medium is generated to grant access to the individual when it is determined that the individual has satisfied the predefined behavioral goal.

Abstract: A system has a monitoring point to collect timing information characterizing transit time over a network for a packet from a first network connected device to a second network connected device. The timing information for packets is aggregated into a time segment. Packet performance measures for the time segment are generated. The packet performance measures are transmitted over the network to a management station.

Abstract: In one example, the present disclosure describes a device, computer-readable medium, and method for regulating access to electronic entertainment to incentivize desired behavior. For instance, in one example, the behavior of an individual is monitored through data received from an electronic device. The behavior is compared to a predefined behavioral goal stored in a profile for the individual, and a predefined incentive associated with satisfaction of the predefined behavioral goal by the user is identified. The predefined incentive comprises access to an electronic entertainment medium. An instruction to the electronic entertainment medium is generated to grant access to the individual when it is determined that the individual has satisfied the predefined behavioral goal.

Abstract: In one example, the present disclosure describes a device, computer-readable medium, and method for regulating access to electronic entertainment to incentivize desired behavior. For instance, in one example, the behavior of an individual is monitored through data received from an electronic device. The behavior is compared to a predefined behavioral goal stored in a profile for the individual, and a predefined incentive associated with satisfaction of the predefined behavioral goal by the user is identified. The predefined incentive comprises access to an electronic entertainment medium. An instruction to the electronic entertainment medium is generated to grant access to the individual when it is determined that the individual has satisfied the predefined behavioral goal.

Abstract: A machine has a processor and a memory connected to the processor. The memory stores instructions executed by the processor to collect from network connected devices key performance indicators characterizing network traffic information. The key performance indicators are aggregated into a time segment for a current weekday. Key performance indicators for the time segment for the current weekday are compared to corresponding key performance indicators for time segments from previous weekdays. The corresponding key performance indicators for time segments from previous weekdays establish a network behavior baseline. An alert is produced when the key performance indicators for the time segments for the current weekday exceed a deviation threshold from the network behavior baseline.

Abstract: In one example, the present disclosure describes a device, computer-readable medium, and method for regulating access to electronic entertainment to incentivize desired behavior. For instance, in one example, the behavior of an individual is monitored through data received from an electronic device. The behavior is compared to a predefined behavioral goal stored in a profile for the individual, and a predefined incentive associated with satisfaction of the predefined behavioral goal by the user is identified. The predefined incentive comprises access to an electronic entertainment medium. An instruction to the electronic entertainment medium is generated to grant access to the individual when it is determined that the individual has satisfied the predefined behavioral goal.

Abstract: A method of cementing a tubular string in a wellbore includes: deploying the tubular string into the wellbore; pumping cement slurry into the tubular string; launching a cementing plug after pumping the cement slurry; propelling the cementing plug through the tubular string, thereby pumping the cement slurry through the tubular string and into an annulus formed between the tubular string and the wellbore; and controlling flow of fluid displaced from the wellbore by the cement slurry to control pressure of the annulus.

Abstract: A method of cementing a tubular string in a wellbore includes: deploying the tubular string into the wellbore; pumping cement slurry into the tubular string; launching a cementing plug after pumping the cement slurry; propelling the cementing plug through the tubular string, thereby pumping the cement slurry through the tubular string and into an annulus formed between the tubular string and the wellbore; and controlling flow of fluid displaced from the wellbore by the cement slurry to control pressure of the annulus.

Abstract: A method of cementing a tubular string in a wellbore includes: deploying the tubular string into the wellbore; pumping cement slurry into the tubular string; launching a cementing plug after pumping the cement slurry; propelling the cementing plug through the tubular string, thereby pumping the cement slurry through the tubular string and into an annulus formed between the tubular string and the wellbore; and controlling flow of fluid displaced from the wellbore by the cement slurry to control pressure of the annulus.

Abstract: An adjustment mechanism for allowing fine-tuning the amount of fuel to a Diesel engine by an operator of the engine is provided. A module conveniently within reach of the operator of the engine allows the operator to tune the engine independent of any throttle setting while the engine is operating. In one embodiment for an electronically controlled Diesel engine, an electrical input representative of barometric pressure to an electronic engine controller is modified to be under control of the operator, who can adjust the input independent of the throttle to vary injected quantities of fuel according to the instant conditions under which the engine is operating.

Abstract: This patent describes technology for generating ammonia from urea. The method is based on the hydrolysis of an aqueous solution of urea and/or biuret by heating under pressure to form a mixture of ammonia, carbon dioxide and water. The gas mixtures produced are useful for supplying ammonia at controlled pressure and rate of flow for many industrial applications without the risks and hazards associated with the transportation and on-site storage of ammonia, thereby providing a significant safety advantage over present industrial practice.

Abstract: This patent describes technology for generating ammonia from urea. The method is based on the hydrolysis of an aqueous solution of urea and/or biuret by heating under pressure to form a mixture of ammonia, carbon dioxide and water. The gas mixtures produced are useful for supplying ammonia at controlled pressure and rate of flow for many industrial applications without the risks and hazards associated with the transportation and on-site storage of ammonia, thereby providing a significant safety advantage over present industrial practice.

Abstract: A complete watch comprised of two separate watch casings, each having its own watch band. The casings are interlocked by a pintle along one abuttable face of the first watch casing received in a correspondingly shaped groove in the abuttable face edge of the second casing.

Abstract: An acetabular cup prosthesis designed to customize the fit and stability of an acetabular cup in deficient acetabulae without excessive reaming of good bone surrounding the deficiency. The acetabular cup prosthesis generally comprises a cup-shaped body portion, an extension, and a liner. The extension is preferably produced at selected angles, which are appropriate to various acetabular defects, and is designed to connect to the cup-shaped body portion. The body portion and extension are secured to the bone and the liner is inserted within the body portion. Those surfaces of the body portion and extension contacting the surface of the bone are preferably porous surfaces that may have also been coated with a coating to enhance bone growth.

Abstract: A method of sharing network applications in a peer-to-peer computer network environment without use of a centralized repository of network application data. According to the method, a data structure is stored at each of a plurality of computers in the computer network. The data structure contains information on network applications and associated network resources residing elsewhere in the network. In response to a user selection of a network application at a local computer, a connection status of the local computer is stored. The information in the local data structure is then used to establish connections between the local computer and at least one of the plurality of computers where the selected network application resides. The local computer communicates over the connections as required to thereby run the network application. After the network application executes, the local computer is disconnected from the connections and returned to its prior connection status.