Abstract: A system for delivering electrical energy to tissue, includes an elongate catheter member defining a longitudinal axis and dimensioned for passage within a body vessel and an expandable treatment member mounted to the catheter member. The treatment member includes an inflatable element adapted to transition between an initial condition and an at least partially expanded condition upon introduction of an anesthetic solution within the inflatable element, an electrode for delivering electrical energy to at least the nerve tissue associated with the body vessel to cause at least partial denervation thereof and at least one aperture dimensioned to permit passage of the anesthetic solution from the inflatable element to contact the body vessel whereby the solution at least enters the body vessel to at least partially anesthetize the nerve tissue therewithin. The electrode may be mounted to at least the inflatable element of the treatment member and may be generally helical.

Abstract: This invention relates to methods and systems for reducing the concentration of SOx and/or NOx in gas streams.

Abstract: A robotic loading/unloading system is disclosed. In various embodiments, sensor data is received via a communication interface. The sensor data is used to determine a position and orientation of an extendable conveyor relative to a robotic loader comprising one or more robotic arms mounted on a robotically controlled rover. The determined position and orientation of the extendable conveyor relative to the robotic loader are used to control one or both of the extendable conveyor and the robotic loader to place the extendable conveyor and robotic loader to position a distal end of the extendable conveyor within reach of the one or more robotic arms at a location within a work area from which one or more pick or placement locations within the work area are within reach of at least one of the one or more robotic arms.

Abstract: A method and a system for performing multivariate time series imputation by using a modulated auto-decoding framework that is built upon implicit neural representations are provided. The method includes: receiving information that relates to a latent vector representation of a time series for which there are missing values; using the received information to generate a set of network weights that is usable by a sinusoidal representation network model for obtaining a functional representation of the time series; modulating a set of sine activation amplitudes of the functional representation of the time series; and using the network weights and the modulated sine activation amplitudes to impute the missing values. The method is performable by using three different neural network models for various functions.

Abstract: Disclosed are novel conjugates and processes for the preparation thereof.

Abstract: Provided are a scrubber brush assembly and a vacuum cleaner having same. The scrubber brush assembly includes a roller brush body and a scraping sleeve. The roller brush body is rotatable around a first rotation center line and has a bristle (12) provided thereon. The scraping sleeve is rotatable around a second rotation center line noncoincident with the first rotation center line and sleeved over the roller brush body. The scraping sleeve has a scraping sleeve hole defined thereon. The bristle is adapted to be extended out of or retracted into the scraping sleeve hole in a wall thickness direction of the scraping sleeve.

Abstract: A system performs continuous delivery of a data pipeline on a cloud platform. The system receives a specification of the data pipeline that is split into smaller specifications of data pipeline units. The system identifies a target cloud platform and generates a deployment package for each data pipeline unit for the target cloud platform. The system creates a connection with the target cloud platform and uses the connection to provision computing infrastructure on the target cloud platform for the data pipeline unit according to the system configuration of the data pipeline unit. The data pipeline may be implemented as a data mesh that is a directed acyclic graph of nodes, each node representing a data pipeline unit. Different portions of the data mesh may be modified independent of each other. Partial results stored in different portions of the data mesh may be recomputed starting from different points in time.

Abstract: A method, system and apparatus of ensembling, including inputting a set of models that predict different sets of attributes, determining a source set of attributes and a target set of attributes using a barycenter with an optimal transport metric, and determining a consensus among the set of models whose predictions are defined on the source set of attributes.

Abstract: Compressor installation with a liquid-injected compressor device with a compressor element with an outlet pipe connected to an outlet of the compressor element, with a liquid separator in the outlet pipe which includes an inlet and an outlet for compressed gas and an outlet for separated liquid and with a dryer connected to the outlet pipe which uses a desiccant for drying compressed gas of the compressor device. The dryer is provided with a drying section and a regeneration section with an entry and an exit for regeneration gas. A regeneration pipe is connected to the entry and a heat exchanger is provided in the regeneration pipe with a primary section through which the regeneration gas is guided. A secondary section of the heat exchanger is mounted in the compressor device. The compressor installation is provided with means to regulate the amount of liquid injected in the compressor element.

Abstract: A multi-laminate film includes a first biaxially oriented film having a first machine direction angle and a first spiral cut oriented film having a second machine direction angle different than the first machine direction angle. The multi-laminate film also includes at least one of a second biaxially oriented film having the first machine direction angle or a second spiral cut oriented film. The first biaxially oriented film, the first spiral cut oriented film and the at least one of the second biaxially oriented film or second spiral cut oriented film are laminated together.

Abstract: Systems and methods for controlling a critical dimension (CD) uniformity of a magnetic head device are described. A film stack that is part of a system for controlling a critical dimension (CD) uniformity of a magnetic head device can include a substrate, a magnetoresistive (MR) sensor layer, and a hard mask layer. The system can also include a first mask that defines critical shape patterns other than the CD. The hard mask layer can be patterned using the first mask. The system can also include a second mask that defines the CD. A mandrel pattern can be formed on the hard mask layer using the second mask.

Abstract: An accommodating intraocular lens (AIOL) for implantation within a capsular bag of a patient's eye comprises first and second components coupled together to define an inner fluid chamber and an outer fluid reservoir. The inner region of the AIOL provides optical power with one or more of the shaped fluid within the inner fluid chamber or the shape of the first or second components. The fluid reservoir comprises a bellows region with one or more folds of the bellows extending circumferentially around an optical axis of the eye. The bellows engages the lens capsule, and a compliant fold region between the inner and outer bellows portions allows the profile of the AIOL to deflect when the eye accommodates for near vision. Fluid transfers between the inner fluid chamber and the outer fluid reservoir to provide optical power changes when the eye accommodates.

Abstract: A system for performing extracorporeal blood treatment of recovered blood can include a reservoir to receive a first portion of the recovered blood from a subject, an inline pump coupled the reservoir to regulate a flow rate of at least the first portion of the recovered blood, and an extracorporeal blood conditioner including at least one of an oxygenator to reoxygenate hemoglobin included in the recovered blood for at least intravenous delivery back to the subject or a temperature regulator configured to selectively control a temperature of the recovered blood.

Abstract: Methods for facilitating selection of cell lines for production of recombinant proteins are disclosed. In particular, disclosed is the use of machine learning models trained on multiomics data to predict one or more values indicative of the titre and/or quality of a recombinant protein expressed by different cell lines, enabling ranking the cell lines based on the predicted values and selecting those predicted to produce the recombinant protein with higher titre and/or higher quality.

Abstract: The present disclosure generally relates to interacting with an electronic device without touching a display screen or other physical input mechanisms. In some examples, the electronic device performs an operation in response to a positioning of a user's hand and/or an orientation of the electronic device.

Abstract: A power supply device for supplying power to a consumer disposed on a rail vehicle is being configured for generating a supply voltage of the consumer from a voltage applied to the conductor. Transmission electronics and a bypass conductor connectable in an electrically conductive manner to the consumer via the transmission electronics are provided and the transmission electronics is switched between the bypass conductor and the consumer and the bypass conductor is connected in an electrically conductive manner to the conductor by means of two fastening interfaces, a potential difference being present between the fastening interfaces and the bypass conductor being designed in such a manner that the bypass conductor generates an output voltage and the transmission electronics being designed in such a manner that the transmission electronics generates the supply voltage of the consumer from the output voltage.

Abstract: The present disclosure relates to peripheral sensory stimulation and synchronized deep breathing systems, devices, and methods used in the treatment of various neurological disorders. A peripheral sensory stimulation system of the present disclosure may include a control module, a power source configured to provide electrical power to the control module, and a stimulation delivery unit coupled to the control module via tubing. The stimulation delivery unit can be configured to receive a human appendage to provide stimulation therapy for the treatment of a neurological disorder. The stimulation delivery unit can provide stimulation therapy to a user by directing air out of a plurality of apertures and onto the human appendage, the pattern of delivered air being controlled by the control module.

Abstract: The present technology provides microfluidic shunting systems having multiple channels and associated methods of making the same. In some embodiments. the microfluidic shunting systems comprise a plurality of layers or drainage elements that are stacked and adhered together. In some embodiments, individual channels can be positioned in separate layers or drainage elements. and/or can span multiple layers or drainage elements.

Abstract: According to one aspect, an apparatus includes a first set of sensors, a second set of sensors, a sensor data aggregator that includes a first assembly and a second assembly, and a computing system. The first assembly is configured to obtain and to process a first set of sensor data from the first set of sensors, and the second assembly is configured to obtain and to process a second set of sensor data from the second set of sensors. The computing system is configured to obtain the first and second sets of sensor data processed by the sensor data aggregator, and to implement primary autonomy functionalities based on the first set of sensor data and the second set of sensor data, wherein the sensor data aggregator is configured to implement backup autonomy functionalities concurrently with the primary autonomy functionalities being implemented.

Abstract: A gas filter that includes a filter medium configured to filter a gas flow propagating from an upstream facing side through the filter medium to a downstream facing side. The filter medium includes a capacitor with a first electrode, a second electrode, and a dielectric medium. The gas filter also includes a first electrical contact and a second electrical contact such that the first electrical contact is electrically connected via a first resistor to a branching point and the second electrical contact is electrically connected via a second resistor the same branching point. Further, the first electrode is preferably electrically connected to such branching point and the second electrode is preferably electrically connected to the second electrical contact.