Abstract: The invention relates to a personal cleansing composition that delivers enhanced deposition of sunscreens on to the topical surface of the body thereby ensuring high UV protection to the surface while the skin is washed clean of undesirable oils and dirt. This is achieved through incorporation of select water-soluble sunscreens in a high surfactant containing composition. The composition comprises 3 to 80% surfactant, 0.1 to 10 wt % water soluble organic sunscreen and a cosmetically acceptable carrier. The sunscreen is disodium phenyl dibenzimidazole tetrasulfonate, terephthalylidene dicamphor sulfonic acid or a combination thereof.

Abstract: Hybrid-electric aircraft and a series hybrid powertrain configured to power the aircraft for a medium-haul flight. The series hybrid power train includes a plurality of energy storage units, at least one range extending generator, and a plurality of electric propulsors, each coupled to a distribution bus. The electric propulsors can produce a maximum thrust of at least 15 MW. During a cruise regime, the hybrid-electric aircraft can have an airspeed of at least 0.7 Mach at an altitude of less than 32000 feet, and the plurality of electric propulsors can have a fan pressure ratio of between 1.15 and 1.19. The hybrid-electric aircraft can have a degree of hybridization of at least 25% for the medium-haul flight and carbon dioxide equivalent (CO2e) well-to-wake greenhouse gas (GHG) emissions less than 0.25 lbs/Available Seat Mile (ASM).

Abstract: A system includes an exhaust collector tunnel (32) configured to mount inside an exhaust collector (30) of a gas turbine (12). The exhaust collector tunnel (32) has a tunnel wall (33) configured to extend around a turbine shaft (17, 19) of the gas turbine (12). The tunnel wall (33) has a variable diameter (98) along at least a portion of a length of the exhaust collector tunnel (32).

Abstract: This application relates to apparatus and methods for automatically determining and providing digital recommendations including discounted items with associated savings. In some examples, a computing device obtains savings data including savings items. In response to obtaining the savings data, the computing device obtains a plurality of clusters. Each cluster of the plurality of clusters includes a set of product types. The computing device obtains user data associated with a user, and based on the savings data and the plurality of clusters, determines a set of initial items for recommendation. The set of initial items includes a subset of the savings items. The computing device also determines final recommendation items for the user based on the set of initial items and the user data.

Abstract: A probabilistic bit (p-bit) comprises a magnetic tunnel junction (MTJ) comprising a free layer whose magnetization orientation randomly fluctuates in the presence of thermal noise. The p-bit MTJ comprises a reference layer, a free layer, and an insulating layer between the reference and free layers. The reference layer and the free layer comprise synthetic antiferromagnets. The use of a synthetic antiferromagnet for the reference layer reduces the amount of stray magnetic field that can impact the magnetization of the free layer and the use of a synthetic antiferromagnet for the free layer reduces stray magnetic field bias on p-bit random number generation. Tuning the thickness of the nonmagnetic layer of synthetic antiferromagnet free layer can result in faster random number generation time relative to a comparable MTJ with a free layer comprising a single-layer ferromagnet.

Abstract: The embodiments herein disclose methods and systems for switching between a macro and a non-macro sensing mode for capturing macro and non-macro media in real-time. A method for controlling an electronic device may include acquiring at least one frame; identifying an operation mode of the electronic device among a macro sensing mode and non-macro sensing mode based on at least one of focus data and blur data of the at least one frame; and acquiring at least one image by using an image sensor, from among a plurality of image sensors of the electronic device, corresponding to the operation mode.

Abstract: A feed stream of cyclic paraffins may be separated to obtain an overhead of methylcyclopentane or cyclohexane and a bottoms stream cyclohexane or methylcyclohexane. The overhead stream may be subjected to separation of normal paraffins from non-normal paraffins with the former being isomerized or the entire overhead stream may be isomerized. In a further embodiment, the bottoms stream may be subjected to steam cracking. In an additional embodiment, the feed stream of cyclic paraffins may be formerly subjected to aromatic saturation.

Abstract: Disclosed are stable extended release formulations and pharmaceutical compositions of Clozapine that exhibit improved stability under a variety of conditions, as well as processes for the preparation of such formulations and compositions.

Abstract: Systems and methods are provided for processing a voice input stream with interruptions and/or supplemental comments. Generally, a virtual voice assistant may receive an input stream with a first input comprising a voice query from a first voice and a second input comprising a secondary query from a second voice (e.g., an interruption or a supplement). The virtual assistant may determine that the second voice does not match the first voice, and then process the voice query to produce first results. Some embodiments may determine whether the secondary query is a supplement or an interruption and, e.g., choose to ignore an interruption or set aside a supplement if it may be used to help the search query. In some embodiments, results for the first query may be compared with results for the first query with a portion of the supplement.

Abstract: According to one embodiment, a system for voice assistant tracking and activation includes a tracking component, a wake component, a listening component, and a link component. The tracking component is configured to track availability of a plurality of voice assistant services. The wake component is configured to determine a plurality of wake words, each plurality of wake words corresponding to a specific voice assistant service of the plurality of voice assistant services. The listening component is configured to receive audio and detect a first wake word of the plurality of wake words that corresponds to a first voice assistant service of the plurality of voice assistant services. The link component is configured to establish a voice link with the first voice assistant service for voice input by the user.

Abstract: A computing system may include a network circuit configured to communicate with a third party computing device via a network, one or more interface elements (e.g., application programming interfaces and/or software development kits) providing account open functionality, and an account open circuit configured to: accept, via the interface elements, a set of user data and an account open request for opening a new account with the provider, where the set of user data is received from a user computing device of a user via a third party website or application; establish the new account by generating a set of account data associated with the new account without directing the user to the operating environment of a website or application of the provider; and transmit the set of account data to the third party computing device for use by the third party computing device in a transaction with the user.

Abstract: A production line and process including a moving carrier web for transporting the panel, and a device for controlling thickness of a formed, but not yet set, fiber reinforced cementitious panel slurry on the web. The thickness control device may include an angled rigid plate for contacting a downstream end of the angled plate with the slurry on the moving carrier web and a mounting stand for mounting the angled rigid. The thickness control device may include a flat horizontal plate at a fixed height over the moving carrier for contacting the entire lower surface of the horizontal plate with a facer on the slurry on the moving carrier web. Or, the thickness control device may include the angled plate and include the horizontal plate that contacts the facer.

Abstract: A method, computer system, and a computer program product for text bias identification and correction are provided. A first text corpus may be received. A designation of a second text corpus may be received. Words of the first text corpus may be embedded as a first word embedding in an embedding model. The first word embedding may be compared to a second word embedding in the embedding model to identify a first biased text in the first text corpus. The second word embedding may be from the second text corpus. A first replacement text portion may be generated as a substitute for the first biased text. The first replacement text portion may include a first unbiased text. The first biased text and the first replacement text portion may be presented.

Abstract: A device may receive a merchant query including first merchant data associated with a first merchant. The first merchant data may be provided, as input, to a merchant matching model associated with a merchant data structure, the merchant matching model having been trained to determine a measure of confidence that input merchant data corresponds to an existing merchant in the merchant data structure. The device may receive, as output from the merchant matching model, a measure of confidence that the first merchant data corresponds to a second merchant, the second merchant being associated with second merchant data stored in the merchant data structure. The device may also determine, based on the measure of confidence, that the first merchant corresponds to the second merchant. Based on the determination, the device may obtain the second merchant data from the merchant data structure and perform an action based on the second merchant data.

Abstract: In one embodiment, a device identifies a plurality of nodes of a distributed or federated learning system. The device receives model training results from the plurality of nodes. The device determines, based in part on the model training results or information about the plurality of nodes, whether a particular node or subset of nodes in the plurality of nodes provided fraudulent model training results. The device initiates a corrective measure with respect to the particular node or subset of nodes, based on a determination that the particular node or subset of nodes provided fraudulent model training results, in accordance with a policy.

Abstract: The present invention provides a process for the manufacture of a useful product from carbonaceous feedstock of fluctuating compositional characteristics, the process comprising the steps of: continuously providing the carbonaceous feedstock of fluctuating compositional characteristics to a gasification zone; gasifying the carbonaceous feedstock in the gasification zone to obtain raw synthesis gas; recovering at least part of the raw synthesis gas from the gasification zone and supplying at least part of the recovered raw synthesis gas to a partial oxidation zone; equilibrating the H2:CO ratio of the raw synthesis gas in the partial oxidation zone to obtain equilibrated synthesis gas; recovering at least part of the equilibrated synthesis gas from the partial oxidation zone and treating the gas to remove impurities and generate a fine synthesis gas; optionally adjusting the H2:CO ratio of at least part of the fine synthesis gas to obtain adjusted fine synthesis gas; and converting the optionally adjusted fine

Abstract: The present invention relates to extended release liquid compositions of guaifenesin. The extended release liquid compositions are in the form of suspensions which are ready-to-use or suspensions which are reconstituted from powder. It also relates to processes for the preparation of said extended release liquid compositions.

Abstract: An apparatus includes an insulated metal substrate (IMS) board having a base metal layer and a conductive layer separated by a dielectric layer. The apparatus also includes a full bridge of a dual-full bridge power converter configured to convert between higher and lower electrical voltages. The full bridge is earned by the IMS board and is electrically coupled to the conductive layer. The full bridge includes multiple electrical switches configured to selectively form and break electrical connections with a transformer of the dual-full bridge power converter. The apparatus further includes at least one output capacitor carried by the IMS board. The at least one output capacitor is coupled to the full bridge and is configured to store electrical energy. The base metal layer is configured as a grounding plane for the full bridge, and the full bridge has split ground connections to the grounding plane.

Abstract: Embodiments use a multi-modal approach to generate software programs that match a solution program description. The solution program description may include natural language, input-output examples, partial source code, desired operators, or other hints. Some embodiments use optimized prompts to a pre-trained language model to obtain initial candidate programs. Maximal program components are extracted and then recombined variously using component-based synthesis. Beam search reduces a solution program search space by discarding some candidates from a given synthesis iteration. Relevance metrics, string similarity metrics, operator frequency distributions, token rareness scores, and other optimizations may be employed. By virtue of optimizations and the multi-modal approach, a solution program may be obtained after fewer iterations than by use of a language model alone.

Abstract: An article of manufacture includes a non-transitory machine-readable medium. The medium includes instructions that cause a processor to execute a shift instruction. The shift instruction is to cause a source data in memory to be shifted left or shifted right. The shift instruction is to include a source parameter and a bit size parameter. The processor is to execute the shift instruction through a shift of a first source word of the source data by the bit size parameter to yield a first intermediate word, a shift of a second source word of the source data by the bit size parameter to yield a second intermediate word and a first set of shifted-out bits, and through execution of a logical OR operation on the first intermediate word and the first set of shifted-out bits to yield a first result word.