Abstract: An AM/AV fabric, comprising base fibers comprising a base polymer composition comprising a base polymer; and short AM/AV fibers comprising an AM/AV polymer composition comprising an AM/AV polymer and an AM/AV compound. The fabric has a charge and demonstrates a particle efficiency greater than 20% when measured in accordance with TSI 8130A test system at 10.5 ft/min face velocity, and a Klebsiella pneumoniae efficacy log reduction greater than 1.5, as measured in accordance with ASTM E3160 (2018).

Abstract: A system and method for transcoding data. The system includes an adaptive transcoder that transcodes data to produce transcoded data having a first data rate, and transmits the transcoded data to a client device. The adaptive transcoder receives a quality signal. The adaptive transcoder transcodes the data at a second data rate in response to the adaptive transcoder determining that the quality signal indicates that the first data rate is deficient based on at least one of processing capabilities of the client device and network connection capabilities between the adaptive transcoder and the client device.

Abstract: The present disclosure relates to systems and methods for generating real-time quotes using machine learning algorithms. The system may include a processor in communication with a client device, and a storage medium storing instructions that, when executed, cause the processor to perform operations including: receiving an image of a vehicle from the client device, extracting one or more features from the image, based on the extracted features and using a machine learning algorithm, identifying one or more attributes of the vehicle, based on the identified attributes of the vehicle, determining a make and a model of the vehicle, obtaining comparison information based at least in part on the determined make and model, estimating a quote for the vehicle based on the comparison information; and transmitting the estimated quote for display on the client device.

Abstract: An AV sensor can be cleaned by charging a conductive layer over a sensor surface. The conductive layer may be positively or negatively charged and can repel contaminants having the same polarity away from the sensor. The charging of the conductive layer can be triggered by a determination that the sensor needs cleaning, which can be based on sensor data captured by the sensor or a different sensor. The charging of the conductive layer may include one or more charging cycles, each of which includes charging the conductive layer with two opposing polarities. Another conductive layer may be over the conductive layer. The other conductive layer can be charged with an opposite polarity from the conductive layer so that an electric field is present between the two conductive layers. A piezoelectric layer between the two conductive layers can vibrate under the electric field. The vibration can enhance the cleaning.

Abstract: A fabric bulk bag and a method for constructing the same, the bag including a continuous sidewall, a top portion, and a bottom, all defining a bulk storage space therein; the bottom further comprising eight sides which define an octagonal shape having an enlarged footprint so that the bag wall is sewn to the bottom in less time than a round shaped bag, yet when filled stands more upright with less tendency to lean than the current square shaped bags thereby providing a safer more dependable stacking bulk bag. In the method of producing the fabric bulk bag, the bag is constructed in less time than the prior art round bottom bags, uses less wall fabric than prior art square bottomed bags and when constructed and filled, supports itself more stable on a floor or pallet because it provides substantially more base for the product to rest on. In other embodiments, the bag would be multi-sided with greater than four sides.

Abstract: A pin fin placement assembly utilized to form pin fins in a thermal dissipating feature is provided. The pin fin placement assembly may place the pin fins on an IC die disposed in the IC package. The pin fin placement assembly may assist massively placing the pin fins with desired profiles and numbers on desired locations of the IC die. The plurality of pin fins is formed in a first plurality of apertures in the pin fin placement assembly. A thermal process is then performed to solder the plurality of pin fins on the IC die.

Abstract: Soft material design methods for developing protective panels against a hail with a diameter of more than 25 mm are provided, wherein the protective panel comprises a soft material layer. The methods comprise: selecting a material for the soft material layer, wherein the material has a Young's modulus Esm in a range of 1 MPa to 150 MPa, preferably 5 MPa to 100 MPa; and determining a minimum thickness Tsm of the soft material layer based on the size of a hail and the material properties of the soft material and other materials inside the protective panel. A protection system that includes these protective panels covers a whole vehicle or some fragile parts on the ground.

Abstract: Carbon-neutral fuels are produced from aragonite in a solar thermal decomposition process in which the carbon dioxide generated from the aragonite is catalytically converted to methane, ethanol, or Fischer-Tropsch liquids. Advantageously, heat from the aragonite production can be recovered and used in downstream processes to thereby minimize the carbon footprint of the fuel production.

Abstract: An autonomous weed treating device for treating weeds on grassy terrain has a chassis and a plurality of rotating members driven to move the chassis along the grassy terrain. The device includes a camera to acquire images of the grassy terrain and a dispenser to dispense a substance, such as a herbicide. A processing circuit drives the rotating members to move the chassis along the grassy terrain, processes the images to identify a weed, and controls the dispenser to dispense the substance on the weed.

Abstract: A computing system may generate a first set of importance metrics (e.g., scores or values) for a model. The importance metrics may be generated using an explainable artificial intelligence technique, and an individual importance metric may indicate how influential a corresponding feature is for a decision made by a model. The computing system may determine an important feature and create a modified dataset by removing the important feature from the dataset. The computing system may train the model on the modified dataset and evaluate the performance of the model to determine the effect of removing the feature (e.g., which may indicate how important the feature is to output generated by the model). This process may be repeated for additional features and additional performance metrics may be obtained.

Abstract: Various techniques for gesture-based community moderation are described, including activating a moderator application at a computing platform hosting a syndication of electronic messages, receiving a signal causing presentation of an electronic message at an interface, detecting an input associated with a position of each of the electronic messages on the interface and activating an automatic action by the moderator application, determining if a non-compliant message component is included in the each of the electronic messages, modifying each of the electronic messages if the non-compliant message component is detected, invoking a predicted automatic action based on the modified electronic message, and displaying the modified electronic message in a different position of the interface.

Abstract: A brick of cementitious fiber reinforced building material comprising may comprise a core surrounded by a mixture consisting essentially of about 40 wt % sand, about 5 wt % polymer, about 10 wt % water, about 32 wt % cement, about 8 wt % of a siliceous material, and about 3 wt % glass fiber. In some implementations, the core may be comprised of an expanded polystyrene (EPS) foam. The brick may optionally comprise at least one of a fiber glass mesh, a raceway, and a bonding agent.

Abstract: Apparatus, methods and systems of providing AR content are disclosed. Embodiments of the inventive subject matter can obtain an initial map of an area, derive views of interest, obtain AR content objects associated with the views of interest, establish experience clusters and generate a tile map tessellated based on the experience clusters. A user device could be configured to obtain and instantiate at least some of the AR content objects based on at least one of a location and a recognition.

Abstract: A vehicle seating assembly includes a seat and a seatback. The seatback includes a frame that has opposing first and second frame members and first and second displaceable panels that are pivotably coupled to the first and second frame members. The first and second displaceable panels are movable between stored positions and deployed positions in response to a force exerted on the seatback.

Abstract: An adjustable chair may include a frame, a seat pan, a backrest, a pair of arm rests, at least two legs each comprising an inner leg configured to telescope out of an outer leg, and a leg locking system for locking the outer leg to the inner leg.

Abstract: Disclosed are advantageous systems and methods for treating building water systems, especially the interior surfaces of premise plumbing, to remove biofilm and inactivate biofilm-associated pathogens, including protozoa, using disinfectant formulations at concentrations at in excess of those used for drinking water treatment, and further, in co-applying complexing agents to mitigate corrosion of the materials treated; and using these in conjunction with off-gas containment devices that allow flushing of taps without the liberation of toxic fumes.

Abstract: Methods and systems are described herein for generating communication modifications to reduce inaccurate machine-learning-based communication suppressions. The system may receive a candidate communication to be sent to a user device or user account. The system may generate a prediction indicating whether a negative action is likely to be taken by a machine learning model with respect to the candidate communication. Based on a prediction that a negative action is likely to be taken by a machine learning model with respect to the candidate communication, the system may modify the candidate communication.

Abstract: Systems and methods for encoding and decoding using warp motion modes are provided. A method includes receiving a bitstream that includes a coded picture; obtaining a plurality of motion vectors pointing to positions in neighboring blocks that are adjacent to a current block in the coded picture, the plurality of motion vectors including at least one temporal motion vector; obtaining motion samples for a warp model based on the plurality of motion vectors; and decoding the current block by using the warp model and the motion samples including the at least one temporal motion vector for prediction. Some Embodiments may include methods of using temporal motion information to derive a warp model, and may further provide warp sample selection and grouping. Some embodiments may provide improvements on local warp motion modes.

Abstract: A method includes separating a portion of a flattened tube of stock packing material to a custom length to form a pouch pre-form and closing a first end of the pouch pre-form leaving a second end of the pouch pre-form open. The method can include placing product into the pouch pre-form and closing the one open end of the pouch pre-form to form a closed pouch containing the product.

Abstract: A brake demand arbitrating device is provided comprising: a first transceiver configured to receive a first brake demand generated by a first brake pedal of a vehicle; a second transceiver configured to receive a second brake demand generated by a second brake pedal of the vehicle; a processor configured to determine which of the first brake demand and the second brake demand is greater; and a third transceiver configured to send the greater brake demand to a brake controller of the vehicle. Other embodiments are possible, and each of the embodiments can be used alone or together in combination.