Abstract: A cyber-security analysis method uses machine learning (ML) technology to classify cyber-threat indicators, for example, as malicious or benign, by generating a threat score. The method includes receiving, at a compute device, a cyber-threat indicator (IUE) and associated verdicts from a set of sources. Augmenting the verdicts associated with the IUE with verdicts associated with at least one related indicator having a defined relationship with the IUE. The relationship between the IUE and the at least one related indicator can be operational, e g., based on an administrative domain, or functional, e.g., based on a protocol specification. The cyber-threat score is generated for the IUE based on the ML model and the combined verdicts of the IUE and the at least one related indicator.

Abstract: Systems and methods described herein may enable memory maintenance operations to be performed on a memory device in compliance with a time interval having a duration based on a temperature of the memory device. A system may include a memory device and a memory controller communicatively coupled to the memory device. The memory controller may receive a temperature measurement indicative of a present temperature of the memory device and determine a memory management interval based on the temperature measurement. The memory controller may perform a memory management operation based on the memory management interval. Sometimes, the memory controller powers on the memory device to perform the memory management operation on the memory device.

Abstract: A spinal fixation construct for aligning vertebral bodies includes a bone screw, a spinal rod, a flexible member, and a fixation member. The spinal rod is disposed within a saddle portion of a housing of the bone screw, and includes an elongated body having a first end and a second end. The spinal rod is formed from a first material having a first modulus of elasticity. The flexible member is coupled to the spinal rod, and includes an elongated body having a first end portion and a second end portion. The flexible member is formed from a second material having a second modulus of elasticity that is different from the first modulus of elasticity. The fixation member includes a threaded body portion and a head portion defining a hole therethrough. A portion of the flexible member extends through the hole of the head portion.

Abstract: In some implementations, a call session control function (CSCF) may identify information associated with a user equipment (UE). The CSCF may determine, based on the information, whether the UE is roaming in a circuit switched mobility network. The CSCF may transmit signaling associated with delivering a call to the UE, wherein the signaling bypasses a service continuity gateway (SCG) on a call delivery path when the UE is not roaming in the circuit switched mobility network and the signaling traverses the SCG on the call delivery path when the UE is roaming in the circuit switched mobility network.

Abstract: Power amplification system with adjustable common base bias. A power amplification system can include a cascode amplifier coupled to a radio-frequency input signal and coupled to a radio-frequency output. The power amplification system can further include a biasing component configured to apply one or more biasing signals to the cascode amplifier, the biasing component including a bias controller and one or more bias components. Each respective bias component may be coupled to a respective bias transistor.

Abstract: The present invention relates to prostate cancer (PC), in particular the identification of certain bacteria in prostate cancer tissues or liquid biopsies and the use of such identification as a prognostic indicator of cancer progression. The present invention also relates to cultures of newly identified bacteria and means for identifying such bacteria in biological samples.

Abstract: A polarization camera that includes a pixelated waveplate positioned to receive light. The pixelated waveplate includes an array of super-pixels comprising birefringent structures. Each super-pixel comprises a first at least one sub-pixel comprising a quarter-wave plate and a second at least one sub-pixel comprising a half-wave plate. A non-pixelated polarizer receives light from the pixelated waveplate. A detector detects light received from the polarizer.

Abstract: A device includes: a processor, and a memory storing executable instructions which, when executed by the processor, causes the processor, alone or in combination with other processors, to provide the following: a user interface comprising administrator access to a collaboration system, the user interface comprising a control to invoke an artificial intelligence (AI) assistant function; and an Application Programming Interface (API) to, in response to activation of the control, download user activity data for the collaboration system, generate a prompt for a Large Language Model (LLM) comprising the user activity data and instructing the LLM to generate a report based on the user activity data, and submit the prompt to the LLM and receive the report generated by the LLM. The user interface provides the report and controls for administrative actions suggested by the report.

Abstract: An unverified activity metric is obtained for an activity performed by a user (602). The activity metric may be the distance travelled by the user, the number of repeated actions performed by the user, or an activity intensity classification. Physiological data is obtained for the user while performing the activity (604). The physiological data may be cardiac activity data, capacitance data, temperature data, or bioimpedance. The activity metric is verified by applying a verification function that uses the physiological data to verify that the user performed the activity (606). The verification function may verify that the physiological sensor is in proximity with the user from the physiological data.

Abstract: A lifting rigging is provided including a yoke adapted for connection between a load and a suspension point; and a weight-bearing assembly mounted on the yoke, which weight-bearing assembly includes a spring module including a number of constant torque springs, and a yoke wire with a first end adapted for connection to the suspension point and a second end connected to the spring module and adapted to wind the constant torque springs when the yoke wire is subject to a pulling force, and wherein the weight-bearing assembly is configured such that the yoke wire bears the weight of the yoke when the lifting rigging is suspended from the suspension point.

Abstract: Described methods and systems user to manually activate or engage the pump from a remote location and/or to monitor the state of the sump pump (e.g., the water level, the pump condition, pipe conditions, etc.) when located at a remote location relative to the sump pump. A sump pump system may implement sensors configured to detect motion or acceleration of a sensor disposed in water in the sump basin or disposed on a sump pump or pipe. The sump pump system may analyze data from these sensors to identify diagnostic metrics or values that are transmitted to a user's user interface device, thereby notifying a user of conditions such as a stuck impeller, a blocked pipe, a dry pumping pump, etc.

Abstract: A mask system for delivery of respiratory therapy to a patient includes a nares portion and a mouth portion and an inlet conduit connected to at least one of the nares portion and the mouth portion to deliver the pressurized, breathable gas. The mask system is adapted to selectively utilize the nares portion and/or the mouth portion in a first mode utilizing both the nares portion and the mouth portion, and in a second mode utilizing the nares portion and not utilizing the mouth portion.

Abstract: Heat sink devices which gradually increase the effective heat transfer coefficient (HTC) of a cooling fluid flowing along a row of power electronics devices are described. The heat sink devices may allow substantially uniform cooling of the plurality of power electronics devices, regardless of the temperature of the cooling fluid when it contacts them. The heat sink devices allow the HTC to be increased as needed down the row of power electronics devices resulting in power electronics devices cooled to substantially the same temperatures. The heat sink devices may include fins.

Abstract: Methods, apparatus, and systems for cooling optical interconnects using light include monitoring an output power of a transceiver, where the transceiver includes an alkali activated geopolymer (AAGP) coating, and cooling, based on a determination that the output power has decreased below a threshold value, the transceiver by directing infrared light towards the transceiver.

Abstract: A system may include multiple processors. One of the processors may receive an indication of a data synchronization barrier (DSB) instruction in another processor that follows a translation look-ahead buffer invalidate (TLBI) instruction to invalidate an entry of a translation look-ahead buffer. The processor may determine whether instructions are pending in the processor for which the virtual addresses used for memory accesses have been translated to physical addresses before receiving the DSB indication. If there are such pending instructions, the processor may provide, after these instructions retire, an indication to the other processor as a response to the DSB indication.

Abstract: A battery pack includes at least one electrochemical cell, a main housing, at least one projection, and a lock member. The main housing defines a longitudinal axis extending between front and rear surfaces, a transverse axis orthogonal to the longitudinal axis and extending between pair of lateral surfaces, a height axis extending between upper and lower surfaces and orthogonal to each of the longitudinal axis and the transverse axis, and a longitudinal plane of symmetry extending between the front surface and the rear surface and disposed parallel to each of the longitudinal axis and the height axis. The at least one projection is asymmetrically positioned with respect to the longitudinal plane of symmetry of the main housing. The lock member defines a lock slot therein extending along the transverse axis, such that the lock slot is asymmetrically positioned with respect to the longitudinal plane of symmetry of the main housing.

Abstract: The present application describes a payload management system that routes a payload item associated with an individual from an origin to a destination. In some examples, the payload item is routed from the origin to the destination separate from a travel itinerary associated with the individual. For example, the payload item can be routed via a vehicle other than a VTOL aircraft that is assigned to the individual for a multi-modal transportation service.

Abstract: A method of designing a modular cooling tower cell which may utilize mechanicals from a preexisting cell and assembling the modular cell within a cooling field in-situ using a series of custom modules. After collecting a data set from a preexisting cooling tower cell and removing the preexisting tower, a build specification is generated, including calculating a cut list for vertical and horizontal members which will form the basis of the plurality of modules forming the cell. The members are fabricated and include a plurality of connection points which allow for sizing adjustments without affecting the connection points. The modules are then constructed using the data set from the preexisting tower to form a plurality of modules comprising a cell matrix based on the data set from the preexisting cooling tower cell.

Abstract: The invention may provide methods of characterising and/or optimising a well treatment. The method comprises calculating, estimating and/or determining at least one spatial or temporal tracer distribution moment for at least one tracer in a well before the well treatment and calculating, estimating and/or determining at least one spatial or temporal tracer distribution moment for the at least one tracer introduced into the well at a later stage or later portion of the well treatment or after at least well treatment stage has been completed or approaching completion. The method comprises comparing the at least one spatial or temporal tracer distribution moment of the tracers to estimate at least one characteristic of the well treatment.

Abstract: A strong connection that ensures alignment between components and which is capable of being used for high-pressure applications. The connection is held together with one or more pins that are positioned tangentially along the interfacing plane of the components and which pins are positioned such that they are placed in sheer along a significant portion of their length instead of merely across their diameter. The pins can be held in place with one or more structures, which can include threaded fasteners, to prevent the pins from being inadvertently removed.