Abstract: A neuro-symbolic retrieval augmented generation hybrid method includes detecting an incomplete entigen group within a knowledge database. The incomplete entigen group includes entigens and one or more entigen relationships between at least some of the entigens. The incomplete entigen group represents knowledge of a topic. The method further includes obtaining additive content for the topic based on the incomplete entigen group and generating an additive entigen group based on the additive content. The method further includes updating the incomplete entigen group utilizing the additive entigen group to produce an updated entigen group. The method further includes indicating that the updated entigen group has an un-curated status when the additive entigen group conflicts with the incomplete entigen group.

Abstract: A method executed by a computing device includes determining a set of identigens for each widely-known word of a query to produce sets of identigens. A set of identigens of the sets of identigens represents one or more different meanings of a word of the query. The method further includes determining another set of identigens for a remaining word to produce an alternate set of identigens. The method further includes selecting an identigen for each set of identigens to produce a query entigen group. The method further includes matching the query entigen group to a set of response entigens to produce a response entigen group as a query response.

Abstract: A catalytic partial wall-flow filter suitable for use in an exhaust gas treatment system, a method of making the catalytic partial wall-flow filter, and a method of using the catalytic partial wall-flow filter to remediate engine exhaust streams are disclosed. The filter comprises a partial wall-flow filter substrate having an inlet end, an outlet end, and a plurality of porous walls forming channels from the inlet end to the outlet end, wherein some of the channels are plugged channels and some are unplugged flow-through channels. A selective catalytic reduction (SCR) catalyst is coated on the porous walls.

Abstract: The invention provides NUC-7738 (3?-deoxyadenosine-5?-O-[phenyl(benzyloxy-L-alaninyl)] phosphate), a phosphoramidate derivative of 3?-deoxyadenosine, for use in the treatment of a proliferative disease, such as cancer, by reducing the amount of extra-cellular PD-L1 protein (e.g. soluble PD-L1 or exosomal PD L1) and/or increasing the amount of OX40-L. The invention also relates to the use of NUC-7738 in combination with an immune oncology agent such as an immune checkpoint inhibitor.

Abstract: Provided herein are methods for identification of antigen binding molecules such as antibodies from a sample by exposing the antigen binding molecules to an antigen conjugated to an oligonucleotide.

Abstract: A launched zipline amusement ride has a carrier 200 carrying a rider 202. The carrier 200 is adapted to move along a tensioned, suspended cable 102. A launch mechanism 300 engages with the carrier 200 between an engagement and a release position 304 to accelerate the carrier 200 along the cable 102, and to disengage from the carrier 200 at the release position 304.

Abstract: Systems, methods, and non-transitory media are provided for localizing and mapping smart devices. An example method can include receiving, by an extended reality (XR) device, an identification output from a connected device that is coupled directly or indirectly to the XR device, the identification output including an audio pattern, a display pattern, and/or a light pattern; detecting the identification output from the connected device; and based on the identification output from the connected device, mapping the connected device in a coordinate system of the XR device.

Abstract: A text classification command line interface tool assists a user label a dataset. The command line interface tool comprises a plurality of top-level modules programmed and operable to assist a user to obtain the dataset from a file location, semi-automatically search and label select datapoints of the dataset, train a first label-assist model, compute confidence scores for each of the datapoints of the dataset, and review metrics. The command line interface tool is operable to assist a user to retrain the first label-assist model via reinforcement learning until accuracy is sufficient. The CLI tool can save and export the pre-processed labeled dataset. In embodiments, a production classifier is trained using the preprocessed dataset and operable to classify new datapoints in real time. Examples of datapoints to classify include without limitation entity websites. Examples of categories include, without limitation, SHAFT and cannabis-related categories. Related computer-implemented methods are also described.

Abstract: An embodiment of a uterine hemorrhage controlling system comprises a suction module including a suction end coupleable to a pump by a connecting tube, and a sealing module coupled to the suction module. The system may further comprise the pump and a filter coupled to the suction module. A uterine hemorrhage controlling method comprises: shielding a suction module that has been delivered into a uterus; sealing an entrance into the uterus while the suction module is situated within the uterus; applying a negative pressure within the uterus upon activation of a pump; and maintaining the negative pressure within the uterus to induce uterine contraction. The method may further comprise delivering the suction module into the uterus; transmitting bodily fluids, out of the uterus through the suction module, and filtering the bodily fluids.

Abstract: Systems and methods are provided for a digital beamformed phased array feed. The system may include a radome configured to allow electromagnetic waves to propagate; a multi-band software defined antenna array tile; a power and clock management subsystem configured to manage power and time of operation; a thermal management subsystem configured to dissipate heat generated by the multi-band software defined antenna array tile; and an enclosure assembly. The multi-band software defined antenna array tile may include a plurality of coupled dipole array antenna elements; a plurality of frequency converters; and a plurality of digital beamformers.

Abstract: Methods, systems, and apparatus, including computer programs encoded on computer storage media, for object detection using neural networks. In one aspect, one of the methods includes obtaining an input image; processing the input image using an object detection neural network to generate an output sequence that comprises respective token at each of a plurality of time steps, wherein each token is selected from a vocabulary of tokens that comprises (i) a first set of tokens that each represent a respective discrete number from a set of discretized numbers and (ii) a second set of tokens that each represent a respective object category from a set of object categories; and generating, from the tokens in the output sequence, an object detection output for the input image.

Abstract: Among other things, there are disclosed embodiments of belts or bands that can be used in treatments for tricuspid valve regurgitation. In some embodiments, such belts may be heat-set in a particular configuration to effectively decrease tricuspid annulus when deployed around the atrioventricular groove. Embodiments include one or more tensioning sutures for applying cinching or tightening to belts when deployed, and structure for effectively distributing force during such tightening. Embodiments of tensioning members, protective members, and devices and methods for open-surgical placement (e.g. around a heart for annuloplasty) are also disclosed.

Abstract: Image surveillance and reporting technology, in which an event that is indicative of potential physical activity within an area corresponding to a location of a camera unit is detected. In response to detection of the event, the camera unit is controlled to capture one or more images of the area corresponding to the location of the camera unit. The one or more images captured by the camera unit are analyzed to determine whether the one or more images include image data that is indicative of relevant physical activity within the area corresponding to the location of the camera unit. The one or more images are handled based on the determination of whether the one or more images include image data that is indicative of relevant physical activity within the area corresponding to the location of the camera unit.

Abstract: Various embodiments of a trash can assembly (e.g., a receptacle configured to receive refuse, recycleable materials, or otherwise), and related methods, are provided. Some embodiments of the trash can assembly include a body component and a lid configured to move between an open position and a closed position. In some variants, the lid can be moved between the open and closed positions by a power operated driving mechanism, such as a motor and/or other drivetrain components. In certain embodiments, the trash can assembly includes a clutch mechanism to facilitate manual operation of the lid while inhibiting or preventing damage to the motor and/or other drivetrain components.

Abstract: A roller mounting assembly for a ground-engaging track system includes a frame, and a roller block coupled to the frame and including a shaft support surface extending through the roller block. The roller mounting assembly further includes a damper resiliently deformable, relative to the roller block, to dampen loads transmitted between the roller block and the frame. Embodiments of a roller block assembly and a damping shim assembly are also disclosed.

Abstract: There is provided a fan assembly comprising a motor-driven impeller arranged to generate an airflow, an air outlet arranged to emit the airflow, at least one filter assembly that is arranged to purify the airflow, a plurality of sensors arranged to measure a value for each of a plurality of air quality characteristic, and a processor. The processor is configured to receive measured values for each of the plurality of air quality characteristics, identify one of a corresponding set of intervals within which the measured value falls, select an air quality index value associated with the identified interval, and generate a corresponding speed value using the selected air quality index value. The processor is then configured to set a speed of the motor-driven impeller in dependence upon the highest of the speed values.

Abstract: A power supply system includes a multitude of independent electrical systems each comprising one or more power blocks, wherein each power block is configured to provide a respective power output and a converter comprising a multitude of inputs coupled to the multitude independent electrical systems and comprising a multitude of outputs coupled to a multitude of independent loads, the converter configured to aggregate the power output of each of the multitude of independent electrical systems and to output direct current (DC) power to the multitude of independent loads through the multitude of outputs based on the aggregated power output. The power supply system includes a power controller coupled to the converter and configured to allocate power to each of the multitude of independent loads based on input power from each of the multitude of independent electrical systems and power consumption from each of the multitude of independent loads.

Abstract: The present disclosure relates to the extraction of lithium from liquid resources such as natural and synthetic brines, leachate solutions from clays and minerals, and recycled products.

Abstract: Disclosed are novel fused mescaline derivative compounds, notably C1-substituted isopropylamine fused heterocyclic mescaline derivatives, including C1-substituted isopropylamine fused dioxolane and fused dioxane mescaline derivatives, and pharmaceutical and recreational drug formulations containing the same. Methods of making and using these compounds are also disclosed.