Abstract: A method and apparatus for detecting fraudulent merchant activities at a commerce platform system are described. The method may include accessing different types of merchant system data generated for a merchant system transaction being processed by a commerce platform system. The method may also include encoding sets of merchant system data into sets of different types of data, and inputting the sets into different machine learning models to generate predictions of different types of merchant fraud. The method may also include generating a single merchant fraud score by combining the different fraud scores, and in response to detecting that the single merchant fraud score satisfies a fraud detection threshold, initiating one or more remediative actions against the merchant system transaction, the merchant system, or a combination thereof.

Abstract: A method and apparatus for detecting fraudulent merchant activities at a commerce platform system are described. The method may include accessing signal data for a merchant system generated for one or more merchant system transactions processed by a commerce platform system, encoding the signal data into a plurality of sets of input signals, and inputting a first set of input signals into a first machine learning model to generate a fraud score from the first set of input signals. The method may also include performing clustering of the merchant system using a second set of input signals to cluster the merchant system with zero or more additional merchant systems in one of a plurality of different merchant system cohort clusters, and generating cluster fraud scores. In response to detecting that a cluster fraud score for a cluster into which the merchant system was assigned satisfies a cohort cluster fraud threshold, the method may include taking an action against each merchant system in the cluster.

Abstract: A method and apparatus for detecting fraudulent merchant activities at a commerce platform system are described. The method may include accessing a first set of merchant system data and encoding the first set of merchant data into a set of structure data input signals. The method may also include accessing a set of time based data associated a set of sequential operation performed at the commerce platform system in response to the merchant system transaction being processed, and encoding the set of time based data into a set of unstructured time-based data input signals. The method may also include inputting the sets of inputs into different machine learning models to generate different machine learning model scores predictive of merchant fraud.

Abstract: Inventive concentrated solar power systems using solar receivers, and related devices and methods, are generally described. Low pressure solar receivers are provided that function to convert solar radiation energy to thermal energy of a working fluid, e.g., a working fluid of a power generation or thermal storage system. In some embodiments, low pressure solar receivers are provided herein that are useful in conjunction with gas turbine based power generation systems.

Abstract: Inventive concentrated solar power systems using solar receivers, and related devices and methods, are generally described. Low pressure solar receivers are provided that function to convert solar radiation energy to thermal energy of a working fluid, e.g., a working fluid of a power generation or thermal storage system. In some embodiments, low pressure solar receivers are provided herein that are useful in conjunction with gas turbine based power generation systems.

Abstract: A first exoskeleton is in communication with a central server or a peripheral device. The first exoskeleton collects first data and transmits the first data to the central server or peripheral device. The central server or peripheral device generates second data using the first data and transmits the second data to the first exoskeleton or a second exoskeleton.

Abstract: Inventive concentrated solar power systems using solar receivers, and related devices and methods, are generally described. Low pressure solar receivers are provided that function to convert solar radiation energy to thermal energy of a working fluid, e.g., a working fluid of a power generation or thermal storage system. In some embodiments, low pressure solar receivers are provided herein that are useful in conjunction with gas turbine based power generation systems.

Abstract: This invention employs a computer system or a programmable logic controller (computer) with a specific wireless communication protocol (BLE) to allow for remote connectivity of the germicidal UV device to display the status of the disinfection cycle and to operate the device and send and transfer data wirelessly to the Cloud via the BLE interface. A dose sensitive coupon, which can undergo color change in response to UV dosage, can also be used.

Abstract: Inventive concentrated solar power systems using solar receivers, and related devices and methods, are generally described. Low pressure solar receivers are provided that function to convert solar radiation energy to thermal energy of a working fluid, e.g., a working fluid of a power generation or thermal storage system. In some embodiments, low pressure solar receivers are provided herein that are useful in conjunction with gas turbine based power generation systems.

Abstract: Inventive concentrated solar power systems using solar receivers, and related devices and methods, are generally described. Low pressure solar receivers are provided that function to convert solar radiation energy to thermal energy of a working fluid, e.g., a working fluid of a power generation or thermal storage system. In some embodiments, low pressure solar receivers are provided herein that are useful in conjunction with gas turbine based power generation systems.

Abstract: A first exoskeleton is in communication with a central server or a peripheral device. The first exoskeleton collects first data and transmits the first data to the central server or peripheral device. The central server or peripheral device generates second data using the first data and transmits the second data to the first exoskeleton or a second exoskeleton.

Abstract: Inventive concentrated solar power systems using solar receivers, and related devices and methods, are generally described. Low pressure solar receivers are provided that function to convert solar radiation energy to thermal energy of a working fluid, e.g., a working fluid of a power generation or thermal storage system. In some embodiments, low pressure solar receivers are provided herein that are useful in conjunction with gas turbine based power generation systems.

Abstract: This invention employs a programmable logic controller (computer) with a specific wireless communication protocol (BLE) to allow for remote connectivity of the germicidal UV device to display the status of the disinfection cycle and to operate the device and send and transfer data wirelessly to the Cloud via the BLE interface.

Abstract: Inventive concentrated solar power systems using solar receivers, and related devices and methods, are generally described.

Abstract: Connecting rotors in rotary machines, particularly turbines, is generally described. Some aspects of the invention provide for a simplified attachment rotors to each other and/or other components of a turbine assembly, such as, drive shaft, using friction fit.

Abstract: A fluid cartridge for a printing device includes a housing including a floor, a chamber defined in the housing and configured to store an ink therein, a capillary medium disposed in the housing and in operative communication with the chamber, and a wick disposed at least partially in an opening of the floor, the wick including a portion extending a predetermined distance into the housing such that the wick portion contacts the capillary medium. The fluid cartridge further includes an enriched pigment-confining member established inside the housing such that the confining member physically contacts the floor and surrounds at least a portion of a periphery of the wick. The confining member is configured to i) block enriched ink from the wick, and/or ii) dilute the enriched ink prior to flowing through the wick.

Abstract: The invention consists of a mechanism the parts of which specified in the invention result in a low energy process for the removal of many and various contaminants from an aqueous solution. The principal parts of the mechanism are to drive the contaminated aqueous solution by means of gravity or low pressure through graphene oxide membrane layers stacked closely at atomic scale.

Abstract: The present invention provides a methods and compositions for treating a patient having a skin condition characterized by vascular hyper-reactivity, such as chronic or episodic flushing or blushing, and/or rosacea. The method comprises applying a topical composition to affected areas of the patient's skin. The topical composition comprises an effective amount of a botulinum neurotoxin for decreasing vasodilation in cutaneous microvasculature, and a carrier for effectively transporting the botulinum toxin to the cutaneous microvasculature. The invention thereby provides a safe, effective, comfortable, and/or convenient manner of treating vascular hyper-reactivity in skin.

Abstract: A fluid cartridge for a printing device includes a housing including a floor, a chamber defined in the housing and configured to store an ink therein, a capillary medium disposed in the housing and in operative communication with the chamber, and a wick disposed at least partially in an opening of the floor, the wick including a portion extending a predetermined distance into the housing such that the wick portion contacts the capillary medium. The fluid cartridge further includes an enriched pigment-confining member established inside the housing such that the confining member physically contacts the floor and surrounds at least a portion of a periphery of the wick. The confining member is configured to i) block enriched ink from the wick, and/or ii) dilute the enriched ink prior to flowing through the wick.

Abstract: A wellbore servicing apparatus comprising an inflow control assembly having an inflow flowbore and a stimulation assembly having a stimulation flowbore is disclosed. A method of servicing a wellbore comprising placing a stimulation assembly in the wellbore and placing at least one inflow control assembly in the wellbore, the at least one inflow control assembly comprising a selectively adjustable inflow sleeve, is also disclosed. A method of servicing a wellbore comprising opening a plurality of jetting nozzles in a production string located in a wellbore adjacent a formation, jetting a treatment fluid through the nozzles and perforating and/or fracturing the formation, at least partially closing the plurality of jetting nozzles, opening a plurality of inflow ports to allow fluid to flow from the formation into the production string, and filtering the fluid prior to the fluid entering the inflow ports is disclosed.