Abstract: A system and method are provided for applying mechanical strain to a specimen of tissues and/or cells, for measuring the deformation of the specimen caused by the mechanical strain and for recording the deformation history for the specimen. The system comprises a specimen holder configured to hold a specimen and a strain-inducing apparatus coupled to the specimen holder and configured to apply a straining displacement of a preselected magnitude in at least a first preselected direction to the specimen to strain the specimen in a preselected manner. A measurement tool of the system measures the deformation of the specimen caused by the mechanical strain and a recording tool of the system records the deformation history for the specimen in memory.

Abstract: Methods and systems are described for web object maintenance in a software application testing environment using reinforcement learning. A server detects failure of a test script caused by a web object of the software application. The server identifies the web object that caused the failure using code elements extracted from a webpage, including: determining, for each code element, actions to be performed against the code element, executing a deep neural network model to generate a reward value by applying each action to properties of the code element, selecting the code element having a maximum reward value, and classifying the code element upon comparing properties of the selected code element to properties of web objects in a repository. The server updates a web object in the repository to comprise the selected code element and the properties. The server resumes execution of the test script using the updated web object.

Abstract: The present invention provides a ready to use stable aqueous dosage form of norepinephrine comprising an aqueous solution of norepinephrine or its pharmaceutically acceptable salt, one or more sulfite antioxidants and an ion chelator. The present invention also provides an infusion container filled with an aqueous solution of norepinephrine or its pharmaceutically acceptable salt, wherein the said solution is stable for a prolonged period of time and can be terminally sterilized by autoclaving.

Abstract: Methods, systems, and computer programs are presented for searching the content of voice conversations. The conversations are translated into text and analysis of the conversation is performed to identify information in the conversation. The information identified includes turns taking data in the conversation and states identified within each state. A powerful user interface (UI) is provided to review the conversations and add annotations that tag the different turns. Additionally, parameter values are extracted from the text. A powerful search engine is provided with multiple search options, such as searching for text, searching by state within the conversation, searching by parameters extracted from the conversation, or a combination thereof.

Abstract: Disclosed herein is a social media platform profile identification and social discovery feature. Disclosed social media networks enable introduction of users that may not otherwise know one another based on commonality between those users. Social media profiles are identified by digital objects instead of or in addition to more traditional indexing methods such as real names or screen names. Social discovery on a social network is performed via matching to similar behavior profiles in activity monitored by a block explorer. Machine learning models categorize behavior patterns observed by the block explorer into a machine recognized glossary. Social networks further recommend actions by users based on the monitored online behaviors of social connections.

Abstract: Introduced here are approaches to training and then employing computer-implemented models designed to upsample discrete audio signals to higher sampling rates. Assume, for example, that a media production platform obtains a first discrete signal at a relatively low sampling rate. The relatively low sampling frequency may make the first discrete audio signal unsuitable for inclusion in media compilations, so the media production platform may attempt to improve its quality through upsampling. To accomplish this, the media production platform can apply a transform to the first discrete signal to produce a first magnitude spectrogram. Then, the media production platform can apply a computer-implemented model to the first magnitude spectrogram to produce a second magnitude spectrogram. Thereafter, the media production platform can apply an inverse transform to the second magnitude spectrogram to create a second discrete signal that has a higher sampling rate than the first discrete audio signal.

Abstract: Requests to create entries in a hardware nexthop table can be delayed so that table entry creation rate can be dampened to reduce the occurrence of table overflow under certain transient conditions. When table utilization exceeds a threshold, received creation requests can be buffered instead of being processed right away. When table utilization falls below the threshold, received creation requests can be processed immediately without being buffered. Buffered creation requests can be periodically drained.

Abstract: The present invention discloses a process for the preparation of stable agrochemical oil dispersion comprising: at least one active ingredient dispersed in an oil phase; and a colloid mixture of viscosity 3500-5000 cps, wherein said process comprising steps of: (1) preparing a dispersion by mixing at least one active ingredient in an oil phase; (2) separately, preparing a colloid mixture of viscosity 3500-5000 cps by mixing rheological additive in an oil phase; (3) adding colloid mixture of step (2) in the dispersion of step (1) to obtain agrochemical oil dispersion.

Abstract: Disclosed herein are pharmaceutical compositions in the form of a suspension for oral delivery. Some embodiments provide a pharmaceutical composition in the form of a suspension for oral delivery comprising an active pharmaceutical ingredient; water; a suspending agent; a buffering agent; and one or more of a wetting agent and a binder/filler. In some embodiments, the active pharmaceutical ingredient is selected from quetiapine, sildenafil, tadalafil, cinacalcet, ticagrelor, mycophenolate, aprepitant, zonisamide, and primidone.

Abstract: A battery module includes a first cell stack comprising battery cells stacked in a depth direction of the battery module, and an outer casing. The first cell stack is arranged in the outer casing, the outer casing comprising a first side wall and a second side wall, the first and second side walls of the outer casing being opposing side walls. Each of the battery cells comprising a first and a second side wall, a first main wall and a second main wall. The first side wall of faces the first side wall of the outer casing and the second side wall faces the second side wall of the outer casing. Each of the battery cells comprises a first and a second battery terminal, the first and the second battery terminals being arranged at the first side wall of the battery cells and each of the battery cells comprises a respective gas venting member.

Abstract: A female Luer fitting disinfection device comprises a container comprising a bottom surface, a side wall, and an open end; a porous foam insert disposed within the container, the porous foam insert comprising a central region. A plug is positioned within the central region, the plug sized and shaped to fit within a lumen of the female Luer fitting, and a liquid disinfectant is in the container and absorbed within the porous foam insert. A sealing web covering the open end of the container. A method of disinfecting a female Luer fitting is also provided.

Abstract: In one embodiment, a nozzle assembly includes a body with an internal surface forming an internal cavity within the body. The assembly also includes a gas inlet disposed within the body, a fluid inlet disposed within the body and a mixing chamber disposed within the internal cavity of the body, such that an annular gap is formed between the internal surface and an exterior surface of the mixing chamber, the mixing chamber may include: a mixing body region within the mixing chamber; one or more gas ports fluidly connecting the gas inlet to the mixing chamber, the gas ports tangentially aligned with an interior surface of the mixing chamber; a fluid port in fluid communication with the fluid inlet of the body and the mixing body region of the mixing chamber; and an outlet in fluid communication with the mixing body region configured to deliver a fluid mixture.

Abstract: A technique processes a stream of media data in an accelerated manner using a media engine provided by a client system. The media engine performs this task, under direction of a local controller, using a pipeline of integrated inline media-processing operations having access to local memory. The operations include: decrypting received encrypted media data to produce decrypted media data; decoding the decrypted media data to produce decoded media data; and enhancing the decoded media data to produce enhanced media data. In some cases, the enhanced media data has a resolution that is greater than the resolution of the received decrypted media data. In some implementations, the client system is implemented as a system-on-chip, and the media engine is a component of the system-on-chip.

Abstract: Systems and techniques are provided for wireless communications. For example, a process can include transmitting, to a network entity, first channel map information of a wireless communication device, wherein the first channel map information includes one or more channels associated with the wireless communication device. A process can include receiving, from the network entity, an identifier of a particular subframe of a plurality of subframes and a subframe channel map of the particular subframe, wherein the wireless communication device is allocated to the particular subframe based on a comparison of the one or more channels included in the first channel map information and one or more channels included in the subframe channel map of the particular subframe. A process can include transmitting, to the network entity, a periodic advertisement (PA) response using a channel included in the subframe channel map of the particular subframe.

Abstract: In one embodiment, a nozzle assembly includes a body with an internal surface forming an internal cavity within the body. The assembly also includes a gas inlet disposed within the body, a fluid inlet disposed within the body and a mixing chamber disposed within the internal cavity of the body, such that an annular gap is formed between the internal surface and an exterior surface of the mixing chamber, the mixing chamber may include: a mixing body region within the mixing chamber; one or more gas ports fluidly connecting the gas inlet to the mixing chamber, the gas ports tangentially aligned with an interior surface of the mixing chamber; a fluid port in fluid communication with the fluid inlet of the body and the mixing body region of the mixing chamber; and an outlet in fluid communication with the mixing body region configured to deliver a fluid mixture.

Abstract: Polyurethane foams and methods of manufacturing are described herein. The foam can include (a) a polyurethane formed by the reaction of (i) one or more isocyanates selected from the group consisting of diisocyanates, polyisocyanates, and mixtures thereof, and (ii) one or more polyols; and (b) a filler. The amount of filler in the foam can be from 50 to 90% by weight, based on the total weight of the foam. The filler can include a plurality of fibers and/or a particulate filler. The polyurethane foams described herein are made without adding a surfactant to the reaction mixture. The density of the polyurethane foam can be at least 5 lb/ft3.

Abstract: A system and method for management of an emergency event in a premises is disclosed. The method includes receiving, by a computing device, from any one or more sensors, signals indicative of an emergency event; receiving, by the computing device, from the one or more sensors, a location of the emergency event within the premises; receiving, by the computing device, from any one or more electronic devices, inputs relating to parameters of the emergency event; receiving, by the computing device, from the one or more electronic devices, a corresponding location of the associated one or more persons; and determining, by the computing device, for each person, an evacuation route from a corresponding current location of each person to a designated evacuation location. The evacuation route is further based on location and parameters of the emergency event, such that potential danger to each person along the corresponding evacuation route is minimized.

Abstract: A computer implemented method of detecting hallucination in a large language model (LLM) output. A message is received. A prompt is generated for an LLM including the message and an instruction to generate an output identifying predetermined content in the message. The prompt is passed through an LLM to generate the output. The output is processed in accordance with a hallucination detection process to identify if any predetermined content identified by the LLM in the output is potentially hallucinated.

Abstract: This disclosure provides systems, methods, and devices for vehicle driving assistance systems that support image processing. In a first aspect, a method of image processing includes receiving a plurality of image frames by a computing device and using machine learning models to identify corrupted or occluded image frames. A first machine learning model may identify corrupted image frames, while a second machine learning model may identify partially occluded image frames. The method may further include generating updated versions of image frames captured by vehicle cameras, such as based on feature vectors from the first and second machine learning models. The feature vectors may be fused and provided to a third machine learning model to generate updated versions of occluded image frames. The method may further include determining vehicle control instructions based on the updated versions. Other aspects and features are also claimed and described.

Abstract: The present invention relates to stable liquid composition suitable for parenteral administration in the form of a solution comprising: (a) netupitant at a concentration of about 0.5 mg/mL to about 20 mg/ml; (b) at least one pharmaceutically acceptable stabilizer at a concentration of 1 mg/mL to 22 mg/mL selected from the group consisting of tromethamine, phosphoric acid, aspartic acid, tartaric acid, citric acid, maleic acid, ascorbic acid and mixtures thereof; and (c) at least one pharmaceutically acceptable vehicle, wherein the composition is in the form of a solution and has a pH of 2 to 6. The compositions are suitable for subcutaneous, intravenous, or intramuscular administration. The invention further relates to methods for manufacturing the compositions and methods of using such compositions for prevention, treatment or management of nausea and vomiting.