Abstract: The primary object of the present invention is to provide a polymer synthase gene which is derived from mangrove soil metagenome, and the method for producing the useful copolymer by using this polymer synthase. Another object of the present invention is to provide an enoyl-CoA hydratase gene which is derived from Streptomyces sp. CFMR 7, and the method for producing the useful copolymer, P(3HB-co-3HHx) with increasing the composition of 3HHx by the expression of this enoyl-CoA hydratase. In order to achieve these objects, an isolated polynucleotide encoding for a polypeptide with polymer synthase activity comprising an amino acid sequence set forth in SEQ ID NO: 1 or 3, or an amino acid sequence set forth in SEQ ID NO: 1 or 3 wherein one or more amino acids is replaced, deleted or added are provided.

Abstract: Embodiments determine event, e.g., performance degradation, security breach, etc., occurrence based on telemetry data. An embodiment receives telemetry data, e.g., data based on an HTTP transaction, and a rule associated with the telemetry data. The rule defines one or more filters for processing the telemetry data. In turn, a rule engine is modified in accordance with the received rule. The received telemetry data is processed with the modified rule engine to determine event occurrence.

Abstract: Some data storage devices select blocks of memory from a free block pool and randomly allocate the blocks as primary and secondary blocks to redundantly store data in a write operation. However, some blocks, such as blocks on the edge of a plane, may not serve well as primary blocks. One example data storage device presented herein addresses this problem by allocating such blocks as secondary blocks instead of primary blocks.

Abstract: The present invention relates to parenteral compositions comprising methylene blue, water and one or more pH regulating agents. The present invention also relates to processes for preparing such compositions.

Abstract: Disclosed herein are modified zeolites and methods for making modified zeolites. In one or more embodiments disclosed herein, a modified zeolite may include a microporous framework including a plurality of micropores having diameters of less than or equal to 2 nm. The microporous framework may include at least silicon atoms and oxygen atoms. The modified zeolite may further include organometallic moieties each bonded to a nitrogen atom of a secondary amine functional group comprising a nitrogen atom and a hydrogen atom. The organometallic moieties may comprise a hafnium atom that is bonded to the nitrogen atom of the secondary amine functional group. The nitrogen atom of the secondary amine function group may bridge the hafnium atom of the organometallic moiety and a silicon atom of the microporous framework.

Abstract: An example apparatus comprises memory, first instructions, and programmable circuitry to be programmed by the first instructions to associate a first portion of metadata with a first category, the metadata corresponding to a cloud resource of a cloud account, associate a second portion of the metadata with a second category, and determine a template based on the first portion being greater than the second portion, the template associated with the first category, the template including second instructions to define a target state to be enforced on the cloud account.

Abstract: A system for providing a message on an external display of a vehicle includes a plurality of onboard sensors adapted to collect data related to an environment surrounding the vehicle and objects within the environment surrounding the vehicle, a system controller, in communication with the plurality of onboard sensors, and adapted to receive, from the plurality of onboard sensors, data related to the environment surrounding the vehicle and objects within the environment surrounding the vehicle and identify current situational characteristics of the vehicle that require explanation to third parties within the environment surrounding the vehicle, and an external display in communication with the system controller, the system controller further adapted to display, via the external display, an explanation message related to the current situational characteristics of the vehicle for third parties within the environment surrounding the vehicle.

Abstract: A computer system for automatically building an exam displays an automated exam-building interface. The automated exam-building interface comprises a first portion of a user interface configured to display at least a portion of text data and a second portion of the user interface configured to display a question and a proposed answer based upon a selected subset of the text data. The computer system receives a selection of a first subset of the text data. The computer system creates a first task by combining the first subset of the text data with a first request and then provides the first task to a large language model. The computer system receives from the large language model a first question and a first proposed answer. The computer system displays the first question and the first proposed answer within the second portion of the user interface.

Abstract: An input device determines presence of an actual user, instead of an artifact, by using multi-wavelength reflectance spectroscopy. Light sources are operated to illuminate an object with different colors of light at different times. A detector determines, at those different times, intensity data indicative of intensity light of these different colors as reflected from the object. The intensity data is processed to determine whether the object is part of a user or is an artifact. For example, if the object is deemed to be a user, biometric input may be acquired. The biometric input may then be processed to identify the user. The input device may be used at various locations, such as at an entry portal, point of sale, and so forth.

Abstract: According to an embodiment, disclosed is a system comprising a processor wherein the processor is configured to receive an input data comprising an image of an ocular region of a user, clinical data of the user, and external factors; extract, using an image processing module comprising adaptive filtering techniques, ocular characteristics, combine, using a multimodal fusion module, the input data to determine a holistic health embedding; detect, based on a machine learning model and the holistic health embedding, a first output comprising likelihood of myopia, and severity of myopia; predict, based on the machine learning model and the holistic health embedding, a second output comprising an onset of myopia and a progression of myopia in the user; and wherein the machine learning model is a pre-trained model; and wherein the system is configured for myopia prognosis powered by multimodal data.

Abstract: Aspects of the disclosure relate to computing hardware and software for dynamic control limit configuration. A computing platform may receive and format historical data. The computing platform may input the formatted data into a control limit prediction model, which may output predicted control limits by weighting, using an ensemble model, outputs from a plurality of other models to produce predicted control limits. The computing platform may adjust existing control limits based on predicted control limits to create actual control limits. The computing platform may receive real time data, and may identify, using the actual control limits and the real time data, a deviation score for the real time data. The computing platform may compare the deviation score to the actual control limits. Based on detecting that the deviation score breaches the actual control limits, the computing platform may send an indication of the breach.

Abstract: Techniques are described for delivering video such as computer game video over a network with minimal latency by converting the video to Y-U-V video and then sending only the luminance data (Y-channel) to end users. Color can be reconstructed on the receiver end using color tables and/or machine learning.

Abstract: Technology for reading memory cells in three-dimensional memory having multiple tiers. The memory system erases the tiers within each block independently. Then, memory cells in the tiers are programmed by units such as word lines. The memory system determines one or more read parameters for the selected tier based on the programmed/erased states of the other tiers in the block. For example, the memory system may select read reference levels for the selected tier based on the programmed/erased states of the other tiers. In an aspect, the one or more read parameters are used to determine the set of reference voltages for a bit error rate estimation scan (BES).

Abstract: Techniques are described for reducing latency in computer game network streaming by using plural encoders and decoders, with one encoder-decoder pair being used for regions of interest (ROI) in the video and being given priority in transmitting and rendering over background video that is processed by another encoder/decoder pair.

Abstract: Systems, apparatuses, and methods for serial peripheral interfaces are provided, particularly for PVT compensated serial peripheral interfaces with slow transition serial interface IO transmitter with reduced delay. The serial peripheral interfaces may include driver circuitry, pre-driver circuitry, PVT compensated current sink circuitry, and PVT compensated current source circuit. The PVT compensated current sink circuitry and PVT compensated current source circuit may generate and transmit signals compensating for PVT to the pre-driver circuitry, which may generate and transmit signals controlling IO data signals generated by the driver circuitry. The IO data signals generated may be compensated for process, voltage, and temperature. The compensation may provide IO data signals with slower transition times and with reduced delays.

Abstract: A semiconductor processing chamber may include a pedestal configured to support a substrate during a plasma-enhanced chemical-vapor deposition (PECVD) process that forms a film on a surface of the substrate. The chamber may also include one or more internal meshes embedded in the pedestal. The one or more internal meshes may be configured to deliver radio-frequency (RF) power to a plasma in the semiconductor processing chamber during the PECVD process. An outer diameter of the one or more internal meshes may be less that a diameter of the substrate. The chamber may further include an RF source configured to deliver the RF power to the one more internal meshes. This configuration may reduce arcing within the processing chamber.

Abstract: A vehicle part with at least one integrated photovoltaic element includes a part body, at least one area of a barrier layer disposed on at least a portion of the surface of the part body; and at least one photovoltaic element disposed over an area of the barrier layer. Paint covers the portions of the surface of the part body surrounding the photovoltaic elements. A method of making a vehicle part having at least one integrated photovoltaic element includes applying at least one area of a barrier layer on at least a portion of the surface of the part and applying at least one photovoltaic element over an area of the barrier layer. A protective layer is applied over the surface of the photovoltaic element, the surface of the part is painted, and the protective layer can then be removed to expose the photovoltaic element.

Abstract: The huge size of ever-increasing cryptocurrency data makes investigating transactions for identifying fraudulent activities challenging. Conventional Artificial Intelligence (AI) models trained on a sample cryptocurrency transaction dataset are not scalable or efficient and getting required labelled data for training the AI models is a challenge due to the pseudo-anonymity of entities in cryptocurrency transactions. The present disclosure enables generating of patterned transactions pertaining to different entities using an input specification in the form of a transaction schema that describes one or more parameters including one or more entities, a quantity of cryptocurrency transactions, time frame; and a pattern describing a typology for the cryptocurrency transactions to be generated.

Abstract: A levodopa derivative including a compound or pharmaceutically acceptable salt, hydrate, and/or solvate thereof, wherein the compound includes substituents which, in aggregate, contain at least 6 carbon atoms which are only bonded to either other carbon atoms or to hydrogen atoms. The levodopa derivative may be formulated as a composition including one or more pharmaceutically acceptable carriers or excipients. The levodopa derivative may be part of a pharmaceutical composition including micro or nano particles in which the levodopa derivative is encapsulated in the pharmaceutically acceptable polymer. The levodopa derivative can be used to treat Parkinson's disease by administering to a mammal an amount sufficient to treat Parkinson's disease.

Abstract: A system for generating a floating image for a plurality of passengers within a vehicle includes a passenger monitoring system adapted to monitor the position of head and eyes of each passenger, a compute engine in communication with the passenger monitoring system and adapted to calculate a holographic image and encode the holographic image to a display of a picture generating unit hologram generator, and a beam steering device adapted to receive information related to a position of the head and eyes of each of the passengers from the passenger monitoring system, and the display is adapted to project the holographic image to the beam steering device and the beam steering device is adapted to re-direct the projected holographic image to the eyes of each of the passengers, based on the information received from the passenger monitoring system.