Abstract: Technologies for quantitative structure-activity relationship (QSAR) modeling for lipid nanoparticle (LNP) biotherapeutics include a computing device that receives a training data set including LNP test results, which each include an LNP chemical formulation and a corresponding result value of an LNP target variable, such as activity or cytotoxicity. The computing device extracts multiple input features for each LNP chemical formulation, where each of the input features is indicative of an attribute of a component or a composition of the LNP chemical formulation. The computing device trains a machine learning model to predict the LNP target variable with the input features and the result values of the training data set. A computing device may predict the LNP target variable result by extracting input features from a supplied LNP chemical formulation and supplying the input features to the trained machine learning model. Other embodiments are described and claimed.

Abstract: A method for managing edge devices (EDs) includes: identifying, based on connectivity of each ED, a set of accessible EDs and a set of non-accessible EDs in an edge estate (EE); determining, based on the identifying, that a first ED in the EE is accessible and a second ED in the EE is non-accessible; sending, based on the determining, a device debug request related to the second ED to the first ED; receiving, in response to the device debug request, metadata associated with the second ED from the first ED; analyzing the metadata to generate a set of solutions to resolve the issue; providing the issue and set of solutions to a user to notify the user about a status of the second ED; after the providing: receiving, from the user, a selected solution to be applied on a computing device; applying the selected solution on the computing device.

Abstract: An automated battery isolation testing (ABIT) system for a high voltage battery system of an electrified vehicle includes a dual-channel digital multimeter (DMM) and a control unit configured to, using first and second channels of the dual-channel DMM, measure first and second voltages between negative and positive terminals of the high voltage battery system and a chassis ground of the electrified vehicle, respectively, and based on a comparison therebetween, inserting a resistor having a known resistance between one of the negative and positive terminals and the chassis ground and obtain an updated first or second voltage and thereafter calculating an isolation resistance of the high voltage battery system and selectively generating a malfunction alert based on a comparison between the calculated isolation resistance and an isolation resistance threshold.

Abstract: Compact freight sensor packages may comprise a processor, memory, onboard power supply, mmWave radar sensor, various additional sensors, various visual/audio devices, and various communication devices. For example, the mmWave radar sensor may detect movements or changes to objects that are placed into, moved within, or removed from trailers or containers during loading, transporting, and unloading processes. Based on the detected movements or changes, various events may be determined, identified, or corrected. Further, unloading or other downstream processes may be modified based on determined events, such as unintended, unauthorized, or potentially hazardous movement or changes to objects within trailers during transport.

Abstract: A thermistor comprising two electrodes (2, 3) and a layered structure (4) in contact with the two electrodes (2, 3), wherein the layered structure (4) comprises at least one first layer (4a) comprising first colloidal quantum dots, and at least one second layer (4b) comprising second colloidal quantum dots which differ from the first colloidal quantum dots. Also, a bolometer comprising a thermistor. Also, an image sensor comprising a plurality of pixels, wherein each pixel comprises a respective bolometer.

Abstract: Techniques are disclosed for detecting a drift experienced by computing system(s). The system generates multiple snapshots as part of a drift detection process. Each snapshot contains state information of a computing system. Based on the snapshots, the system generates metrics sets according to a general specification. The general specification defines metrics generally suitable for detecting drift in the computing system(s). Based on the circumstances of the drift detection process, the system generates a custom specification. The system optionally employs trained machine learning model(s) for custom specification generation. The custom specification defines modifications to the metric sets designed to make the metric sets more suitable for the circumstances of the drift detection process. The system modifies the metric sets according to the custom specification.

Abstract: Techniques are disclosed for detecting a drift experienced by computing system(s). The system generates multiple snapshots as part of a drift detection process. Each snapshot contains state information of a computing system. Based on the snapshots, the system generates metrics sets according to a general specification. The general specification defines metrics generally suitable for detecting drift in the computing system(s). Based on the circumstances of the drift detection process, the system generates a custom specification. The system optionally employs trained machine learning model(s) for custom specification generation. The custom specification defines modifications to the metric sets designed to make the metric sets more suitable for the circumstances of the drift detection process. The system modifies the metric sets according to the custom specification.

Abstract: A compartment within a sortation area associated with sorting a package for shipment is determined. One or more lighting elements associated with the compartment are activated to a first state. Data associated with the package being sorted within the sortation area is generated by one or more LiDAR sensors. Using the data, a position within the sortation area corresponding to the package being sorted is determined. The one or more lighting elements associated with the compartment are activated to a second state that is different than the first state based on the position.

Abstract: A vehicle including a battery pack having a plurality of battery cells and a battery pack thermal management system configured to exchange heat with the plurality of battery cells. The battery pack thermal management system includes a plurality of cold-plates through which a coolant circulates therethrough for each of the plurality of battery cells, at least one pump for circulating the coolant through the plurality of cold-plates, and controller in communication with the pump. The battery pack includes at least one sensor is configured to generate and communicate to the controller a signal indicative of a change in resistance or capacitance when exposed to moisture, wherein upon receipt of the signal indicative of the change in resistance or capacitance from the at least one sensor, the controller is configured to cease operation of the at least one pump to cease circulation of the coolant through the plurality of cold-plates.

Abstract: A system for registration of a software application on a digital platform, having one or more processors, a memory storing program instructions which, when executed by the one or more processors, causes the processor to create a pipeline between the software application and the digital platform, wherein the pipeline provides an interface between the software application and the digital platform, define a template to capture one of more parameters of the software application, wherein the template is based on the pipeline created between the software application and the digital platform, capture the one or more parameters of the software application, wherein the one or more parameters are relating to one or more of indexing, packaging, versioning of the software application, define a resources requirement of the software application, wherein the resources are classified as initialization resources and deployment resources and the initialization resources are only created once at the registration of a software a

Abstract: A method for managing edge devices (EDs) includes: identifying, based on connectivity of each ED, a set of accessible EDs and a set of non-accessible EDs in an edge estate (EE); determining, based on the identifying, that a first ED in the EE is accessible and a second ED in the EE is non-accessible; sending, based on the determining, a device debug request related to the second ED to the first ED; receiving, in response to the device debug request, metadata associated with the second ED from the first ED; analyzing the metadata to generate a set of solutions to resolve the issue; providing the issue and set of solutions to a user to notify the user about a status of the second ED; after the providing: receiving, from the user, a selected solution to be applied on a computing device; applying the selected solution on the computing device.

Abstract: The present invention relates to a composition comprising: (1) at least one thiopyridinone compound; and (2) at least one compound selected amongst Vitamin B3 and derivatives thereof. The present invention can provide a composition including (1) thiopyridinone compound(s) with increased solubility of the (1) thiopyridinone compound(s) over time.

Abstract: A method for generating a dashboard from an image, the method comprises: receiving an image of at least part of a first dashboard generated using a first dashboard platform; applying an object detection model to the image to detect a chart in the image; extracting a portion of the image comprising the chart; applying a classification model to the extracted portion of the image to classify the chart; applying an optical character recognition model to the extracted portion of the image to generate one or more text instances based on the extracted portion; labeling the one or more text instances; applying a matching algorithm based on the one or more labeled text instances to match to text strings in a database; and providing instructions for a second dashboard platform to generate a second dashboard based on data corresponding to the text strings in the database.

Abstract: The present invention relates to a composition comprising: (1) at least one thiopyridinone compound; and (2) caffeine. The present invention can provide a composition including (1) thiopyridinone compound(s) with increased photostabilization of the (1) thiopyridinone compound(s).

Abstract: The present invention relates to a process for preparing fluoropolymers or fluoroelastomers in an aqueous medium using a non fluorinated sulfonate type hydrocarbon containing surfactant, said process comprising the steps of: (a) forming an aqueous solution comprising an non-fluorinated, hydrocarbon containing, sulfonate anionic type surfactant in a polymerization reactor; (b) pressurizing the reactor with fluoromonomers to form an aqueous emulsion; (c) initiating polymerization of said fluoromonomers; and (d) Propagating the reaction (e) Terminating the reaction after consumption of desired weight of fluoromonomers; wherein the non-fluorinated, hydrocarbon containing, sulfonate type surfactant comprises 18 to 36 carbon atoms, wherein the molecular weight of the fluoropolymer ranges from 1×103 to 9×108 g/mol and wherein said process is devoid of passivating the surfactant.

Abstract: The present invention discloses a process for polymerizing fluoromonomers in an aqueous medium to form a fluoropolymer, said process comprising the steps of: (a) forming an aqueous solution comprising a first surfactant combination of at least one fluorinated surfactant and at least one non-10 fluorinated surfactant in a polymerization reactor; (b) pressurizing the polymerization reactor with said fluoromonomers; (c) initiating a polymerization reaction of said fluoromonomers to form said fluoropolymer; (d) propagation of said polymerization reaction, wherein a second surfactant combination of at least one fluorinated surfactant and at least one non-fluorinated surfactant is 15 metered or one shot dosed into the polymerization reactor; and (e) termination of said polymerization reaction after consumption of a desired quantity of said fluoromonomers.

Abstract: A method for providing backhaul dynamic link distance for backhaul is disclosed. In one embodiment, the method includes propagating, by a network owner, a configured link distance parameter as part of beacon; using, by a mesh node joining the network, the configured link distance parameter for backhaul to set slot-time and Acknowledgement (ACK)/Clear To Send (CTS) timeout values before joining the network; wherein the configured link distance parameter for backhaul is part of a backhaul network profile.

Abstract: A method for write operations to memory include starting write operations for writing n words in a same row, including loading a first word of the n words during a first clock cycle, where n is an integer greater than 1; loading one or more additional words of the n words, each during a corresponding one or more additional clock cycles; triggering the n words to be stored in the memory; and closing the write operations for the writing of the n words during a final clock cycle, whereby the n words are written in n+1 clock cycles consisting of the first clock cycle, the corresponding one or more additional clock cycles, and the final clock cycle. The write circuitry performing the aforementioned operations can also perform write operations for a single word in two clock cycles.

Abstract: Dynamic integrity verification of shaders for processing of workloads is described. An example of an apparatus includes one or more processors including a GPU, the GPU including circuitry for dynamic verification of shaders; and a memory for storage of data, including data for one or more workloads of the GPU, the one or more processors to identify one or more shaders that can operate on protected content in the one or more workloads; transfer binary blocks of the one or more shaders to a trusted execution environment of the GPU to authenticate the one or more shaders; load hashes for the binary blocks of the one or more shaders into memory; and send a hardware command that points to a first shader of the one or more shaders for dynamic verification of the first shader.

Abstract: Preservation of confidentiality and integrity of models during execution is described. An example of an apparatus includes a memory to store data for processing of one or more artificial intelligence (AI) models for an application; and processing resources including a graphics processing unit (GPU); a trusted execution environment (TEE); and circuitry to protect confidentiality and integrity of AI models during execution. The circuitry includes circuitry to obtain an AI model from a model server, the AI model being encrypted; circuitry to obtain a model license and a model encryption key for the AI model; circuitry to decrypt the AI model utilizing the model encryption key, and to re-encrypt the AI model with a second encryption key; and circuitry to perform an inference process for the AI model to generate inference output data for the application.