Abstract: This disclosure provides pharmaceutical compositions comprising midodrine, a pharmaceutically acceptable salt thereof, desglymidodrine, or a pharmaceutically acceptable salt thereof, that can be administered to a human subject in need thereof. The disclosure also provides pharmaceutical compositions for treatment of orthostatic hypotension that can be administered once or twice a day.

Abstract: Systems and methods are provided for adapting a pretrained language model to perform cybersecurity-specific named entity recognition and relation extraction. The method includes introducing a pretrained language model and a corpus of security text to a model adaptor, and generating a fine-tuned language model through unsupervised training utilizing the security text corpus. The method further includes combining a joint extraction model from a head for joint extraction with the fine-tuned language model to form an adapted joint extraction model that can perform entity and relation label prediction. The method further includes applying distant labels to security text in the corpus of security text to produce security text with distant labels, and performing Distant Supervision Training for joint extraction on the adapted joint extraction model using the security text to transform the adapted joint extraction model into a Security Language Model for name-entity recognition (NER) and relation extraction (RE).

Abstract: Technologies are provided for contactless vital sign monitoring using accelerometer signals. The accelerometer signals may correspond to respective measurement channels in an inertial device. In some aspects, instead of using accelerometer signals from individual measurement channels to determine estimate of a vital sign, magnitude of accelerometer signals arising from multiple measurement channels can be used. Such a magnitude permits obtaining robust determination of vital signs, such as heart rate and respiration rate.

Abstract: Technologies are provided for vital sign monitoring using accelerometer signals. The accelerometer signals may be obtained from a wearable device in contact with a subject being monitored. In some aspects, magnitude of the acceleration signals permits obtaining robust determination of a vital sign, such as heart rate or respiration rate, of the subject.

Abstract: Technologies are provided for detection of a subject in a bed or another type of furniture where a subject could lay down or rest. Some aspects of the detection of the subject include determining waveform features of magnitude of accelerometer signals, and applying a predictive model to those features. An example of the predictive model includes a decision tree.

Abstract: This disclosure provides pharmaceutical compositions comprising midodrine, a pharmaceutically acceptable salt thereof, desglymidodrine, a pharmaceutically acceptable salt thereof, or a combination therefore that can be administered to a human subject in need thereof in a supine position. The disclosure also provides pharmaceutical compositions which can be administered once-a-day. This disclosure further provides pharmaceutical compositions comprising an extended release composition and providing a delayed release period between about 30 min to about 12 hours.

Abstract: Oral pharmaceutical compositions which include an extended-release multi-particulate comprising an effective amount of droxidopa, or a pharmaceutically acceptable salt thereof, and a release-controlling agent are disclosed. The compositions can be in the form of a ready-to-use suspension or a solid composition suitable for reconstitution with a liquid vehicle. Methods of making and using the compositions are also disclosed.

Abstract: The present disclosure provides a control method and control apparatus for a voltage source-type wind turbine.

Abstract: This disclosure provides pharmaceutical compositions comprising midodrine, a pharmaceutically acceptable salt thereof, desglymidodrine, or a pharmaceutically acceptable salt thereof, that can be administered to a human subject in need thereof. The disclosure also provides pharmaceutical compositions for treatment of orthostatic hypotension that can be administered once or twice a day.

Abstract: Disclosed are systems and methods for generating realistic defective data samples. An example system for generating realistic defective data samples includes a scenario generator unit configured to generate defect scenario data. The example system includes a prompt generator unit configured to generate prompts based on the defect scenario data. The example system includes a simulator unit configured to generate simulation data based on the defect scenario data and digital twins data. The example system includes a digital twins data bank unit configured to store digital representations of real-world entities and a generative machine learning unit configured to generate a realistic defective data sample based on the simulation data and the prompts.

Abstract: This patent application discloses a multifunctional fascia ball, comprising a fascia ball body with a massage core located inside, the fascia ball body is divided into an upper fascia ball cover and a lower fascia ball cover, and there are scraping and massaging blocks located at the bottom of the massage core, and acupressure blocks at the top of the massage core. This device achieves multiple massage purposes using a single fascia ball, such as acupressure massage, meridian scraping, neck and fascia ball pressing, and so on. Additionally, this device is compact and easy to carry, effectively addressing the need for muscle massages in various body parts, avoiding consumers from having to repeatedly purchase different types of massage devices. Moreover, this device is cost-effective, suitable for massaging muscles throughout the body, and is convenient to carry and use.

Abstract: Examples described herein provide a computer-implemented method for identifying regression test failures that includes comparing a base code to a new code to locate an updated aspect of a program. The method further includes inserting debug code into corresponding source files for each of the base code and the new code for the updated aspect. The method further includes building a first image for the base code and a second image for the new code, the first and second images running in respective first and second containers. The method further includes comparing debugging outputs from a regression test of the respective first and second containers to identify a regression test failure. The method further includes implementing a corrective action to correct the regression test failure.

Abstract: The present invention relates to a linkage structure of a key switch. A second key and a fourth key share one bridge and are connected by a first connecting rod. When the second key or the fourth key is pressed down, the first connecting rod is pushed, so that a first bridge metal dome deforms and is connected to a common contact piece for conduction. A third key and a fifth key share one bridge and are connected by a second connecting. When the third key or the fifth key is pressed down, the second connecting rod is pushed, so that a second bridge metal dome deforms and is connected to the common contact piece for conduction. An input terminal is connected in series to a fuse, and the second key and the fourth key are connected in series to a diode so as to output a rectification half-wave.

Abstract: The present disclosure provides a control method and control apparatus for a voltage source-type wind turbine.

Abstract: What is disclosed relates to a novel reactor system design for chemical looping solar fuel production processes incorporating temperature swing between two or more zones, wherein two or more individual reactors are employed, and heat is recuperated between the reactors by means including radiative heat exchange. Each individual reactor comprising the overall system is isolated from other reactors and the external environment for gas exchange purposes, so that the inflow and outflow of chemical species from individual reactors can be controlled. Individual reactors are arranged in the form of a moving train, and heat exchange between a pair of reactors is facilitated by radiative exchange. External heat addition and removal between the system and its environment may be achieved by means including radiative heat exchange with the hot source and convective exchange with the cold source. This may include, in a particular embodiment, the use of solar irradiation.

Abstract: A method, a unit and circuits for implementing Boolean logics based on computing-in-memory transistors. The method is implemented by using the characteristics and the read-write mode of the computing-in-memory transistor; the basic unit consists of a computing-in-memory transistor and a pull resistor; the pull resistor in the basic unit is connected in series with the transistor, and the gate of the transistor is independent; the basic units can implement sixteen Boolean logic operations through different circuit structures and voltage configuration schemes. Compared with the logic circuit structure of the conventional CMOS transistors, the present disclosure can implement more logic operations with fewer transistors, which greatly optimizes circuit density and computing speed caused by data transmission between storage units and process units.

Abstract: A system for live compound visualization in column chromatography separation of compounds, including a quartz shortwave UV transparent column configured to receive a crude mixture to be separated with an eluting solvent; a device configured to provide low-pressure air flow into the quartz shortwave UV transparent column attached to an inlet end of the quartz shortwave UV transparent column; a flow control valve attached to an outlet end of the quartz shortwave UV transparent column; and a nozzle attached to the flow control valve configure to provide for eluent outflow of compounds separated from the crude mixture.

Abstract: The present invention relates to a one-pot process for the production of poly carbodiimide cured polymers. comprising a reaction of (a) at least one polycarbodiimide with two or more carbodiimide functionalities per molecule. (b) at least one polyol with two or more hydroxyl functionalities per molecule, and (c) at least one cyclic carboxylic anhydride.

Abstract: Non-idealities of input circuitry of a receiver signal chain can significantly degrade the overall performance of the receiver signal chain. A digital nonlinearity correction (NLC) can be implemented in a receiver signal chain having an ADC. Digital NLC can be designed as a drop in signal preconditioner for existing RF ADC wideband receiver signal chains. A unique equalizer can compensate for a variety of mixer spurs. Accordingly, digital NLC can correct nonlinearities due to mixers and any amplifiers preceding or following the ADC, potentially improving receive chains performance by 15-25 dB. Such a digital NLC solution can be particularly beneficial in defense and instrumentation applications which demand the greatest performance.

Abstract: A preparation method and application of flaxseed plant milk with a good flavor, self-stabilization and functional activity based on interface contro is disclosed. The preparation method includes the following steps: (1) pretreating flaxseed by degumming, microwave cooking and soaking for softening in sequence for standby; (2) performing colloid grinding, enzymatic hydrolysis and slag removal on the flaxseed obtained by soaking for softening in sequence, to obtain flaxseed plant milk A; and (3) performing first high-pressure homogenization, enzyme inactivation, sterilization, and second high-pressure homogenization on the flaxseed plant milk A in sequence, to obtain stable flaxseed plant milk in long-term storage with a good flavor and functional activity based on interface control. The process of the present invention is green, and can maintain stability of a product without adding an exogenous additive.