Abstract: Methods and systems are disclosed for automatic generation of content distribution images that include receiving user input corresponding to a content-distribution operation. The user input may be parsed to identify keywords. Image data corresponding to the keywords can be identified. Image-processing operations may be executed on the image data. Executing a generative adversarial network on the processed image data, which includes: executing a first neural network on the processed-image data to generate first images that correspond to the keywords, the first images generated based on a likelihood that each image of the first images would not be detected as having been generated by the first neural network. A user interface can display the first images with second images that include images that were previously part of content-distribution operations or images that were designated by an entity as being available for content-distribution operations.

Abstract: Methods and systems are disclosed for automatic generation of content distribution images that include receiving user input corresponding to a content-distribution operation. The user input may be parsed to identify keywords. Image data corresponding to the keywords can be identified. Image-processing operations may be executed on the image data. Executing a generative adversarial network on the processed image data, which includes: executing a first neural network on the processed-image data to generate first images that correspond to the keywords, the first images generated based on a likelihood that each image of the first images would not be detected as having been generated by the first neural network. A user interface can display the first images with second images that include images that were previously part of content-distribution operations or images that were designated by an entity as being available for content-distribution operations.

Abstract: The present disclosure relates to in-plane modulated, microgradient-patterned (MGP) carbon-coated metal surface as a current collector (CC) for dendrite-free alkali metal plating and stripping with high coulombic efficiency and long cycle life. The specific microstructure and property of the MGP carbon coating of the present disclosure are prepared by scanned CO2 laser in-situ processing of a polymer coating.

Abstract: The present disclosure relates to a patternable process for coating functional and adherent graphene-like carbon on multiple substrate types using CO2 laser-induced photothermal pyrolysis in scanning mode. The poly furfuryl alcohol (PFA) synthesised via low-temperature polymerisation of furfuryl alcohol precursor without any additives was used to form graphene-like carbon material.

Abstract: Sodium-based all solid-state batteries exhibit improved battery cycle life and stability with the use of a new chloride-based sodium solid electrolyte in which sodium diffusivity within the electrolyte is enhanced through substitution of atoms including one or more of Y with Zr, Ti, Hf, Ta, and Na with one or more of Ca and Sr.

Abstract: A Digital Twin clinical trial simulator generates a plurality of candidate treatments for causing a target improvement in metabolic health. Each candidate treatment comprises one or more intervention parameters and instructions for adjusting the one or more intervention parameters of the one or more intervention parameters to cause the target improvement. For each candidate treatment, the Digital Twin clinical trial simulator identifies a cohort of patients sensitive to adjustments to the one or more intervention parameters. The Digital Twin clinical trial simulator inputs the candidate treatment to patient-specific metabolic models, which predict the effectiveness of the candidate treatment for each patient of the cohort. The Digital Twin clinical trial simulator identifies a shortlist of effective treatments based on the predictions of the patient-specific metabolic models and generates instructions for performing physical experiments to validate the effectiveness of each shortlisted candidate treatment.

Abstract: An interfacial protective coating layer of LTO is effective in preventing unwanted interfacial reactions between the solid-state electrolyte and cathode electrodes from occurring. Incorporation of the inventive coating into sodium-based all-solid-state batteries allows for room temperature operation, high voltage, and long cycle life.

Abstract: A Digital Twin clinical trial simulator determines one or more trial parameters for a physical experiment to validate a candidate treatment recommendation. For each of one or more variations of the physical experiment, the Digital Twin clinical trial simulator determines an effectiveness of the variation in validating the candidate treatment recommendation. The effectiveness describes a likelihood that the physical experiment will provide insight regarding the effect of the candidate treatment recommendation on a metabolic state. For a variation that satisfies a threshold effectiveness, the Digital Twin clinical trial simulator determines one or more metabolic features shared among a cohort of patients sensitive to the candidate treatment recommendation.

Abstract: A Digital Twin clinical trial simulator identifies an intervention parameter in a treatment recommendation. The treatment recommendation comprises instructions for adjusting the intervention parameter to cause a target improvement. The Digital Twin clinical trial simulator generates a cohort of patients sensitive to the intervention. The Digital Twin clinical trial simulator separates the cohort of patients into a control cohort comprising a first subset of patients and a test cohort comprising a second subset of patients. The Digital Twin clinical trial simulator determines an effect of the treatment recommendation on the cohort of patients by inputting the instructions of the treatment recommendation to a patient-specific metabolic model for each patient of the test cohort and comparing the effect predicted by the patient-specific metabolic of each patient in the test cohort to representations of metabolic states of patients in the control cohort.

Abstract: A method of treating the surface of a positive electrode active material that is capable of inhibiting a reaction at the interface between a sulfide-based solid electrolyte and the positive electrode active material. A positive electrode active material particle for sulfide-based all-solid-state batteries, the surface of which is reformed, using the method and a sulfide-based all-solid-state battery, the charge/discharge characteristics of which are improved, including the same are also disclosed. The positive electrode active material particle for sulfide-based all-solid-state batteries manufactured using a dry-type method exhibits larger capacity than a positive electrode active material particle for sulfide-based all-solid-state batteries manufactured through a conventional wet-type process. In addition, the manufacturing process is simplified, and the amount of byproducts is reduced.

Abstract: In a method for recycling all solid-state batteries, spent battery cells are dissolved in anhydrous ethanol. The resulting solution is separated into solids and supernatants which are separately processed to regenerate the solid electrolyte and the solid electrode materials. The supernatant is subjected to vacuum evaporation to precipitate an electrolyte powder, which is then annealed under flowing oxygen. The solid electrode material is regenerated by washing the solids with water, drying the washed solids, relithiating the washed solids, and annealing the relithiated solids. The resulting materials are suitable for use in fabrication of new all-solid state batteries.

Abstract: Methods and systems are disclosed for automatic generation of content distribution images that include receiving user input corresponding to a content-distribution operation. The user input may be parsed to identify keywords. Image data corresponding to the keywords can be identified. Image-processing operations may be executed on the image data. Executing a generative adversarial network on the processed image data, which includes: executing a first neural network on the processed-image data to generate first images that correspond to the keywords, the first images generated based on a likelihood that each image of the first images would not be detected as having been generated by the first neural network. A user interface can display the first images with second images that include images that were previously part of content-distribution operations or images that were designated by an entity as being available for content-distribution operations.

Abstract: A method of treating the surface of a positive electrode active material that is capable of inhibiting a reaction at the interface between a sulfide-based solid electrolyte and the positive electrode active material. A positive electrode active material particle for sulfide-based all-solid-state batteries, the surface of which is reformed, using the method and a sulfide-based all-solid-state battery, the charge/discharge characteristics of which are improved, including the same are also disclosed. The positive electrode active material particle for sulfide-based all-solid-state batteries manufactured using a dry-type method exhibits larger capacity than a positive electrode active material particle for sulfide-based all-solid-state batteries manufactured through a conventional wet-type process. In addition, the manufacturing process is simplified, and the amount of byproducts is reduced.

Abstract: A method of achieving an optimal operation point for swapping a battery in an electric vehicle includes sensing a battery voltage level in the electric vehicle when the electric vehicle is in a functional mode and determining a distance that the electric vehicle can travel based on the sensed battery voltage level. The method further includes detecting at least one battery swapping center in a predefined distance, when the battery voltage level is below a threshold value. The method further includes providing the at least one battery-swapping center information regarding the detected battery voltage level of the electric vehicle for swapping of the battery of the electric vehicle.

Abstract: One or more industrial machines is selected from a navigation screen. The selected one or more industrial machines represents a context. A database is accessed and a visualization related to the one or more industrial machines and associated with the context is retrieved. Alarm data related to one or more alarms associated with the one or more industrial machines is received. The visualization is dynamically rendered to a user on a graphical display unit such that the alarm data is selectively displayed within the visualization and in a single view to the user.

Abstract: Systems and methods for enabling generation of navigation schema for a Human Machine Interface (HMI) application based on control system models are disclosed. Information regarding processes and assets of a control system is received. A model of the control system is generated from the received information. The model is accessed by the HMI application during runtime to enable generation of navigation schema for the HMI application based on the model.

Abstract: Systems and methods for generating models of control systems based on the data emitted by the PLCs of the control system are disclosed. It is initially determined if the data of a PLC is structured data or unstructured data. If the data emitted by the PLC is structured data, a model of the control system is automatically generated based on the structured data from the PLC. If the data is unstructured data, information regarding the assets in the control system is obtained from another data source other than the PLC and a model of the control system is generated based on the received information and the data.

Abstract: The present invention discloses magnetically recoverable, high surface area carbon-Fe3O4 nanocomposite prepared by thermolysis of metal organic framework useful for recovery of oil, dyes and pollutants. Also disclosed are methods of removing an oleophilic material from a solution by treating the solution with a carbon-Fe3O4 nanocomposite.

Abstract: One or more industrial machines is selected from a navigation screen. The selected one or more industrial machines represents a context. A database is accessed and a visualization related to the one or more industrial machines and associated with the context is retrieved. Alarm data related to one or more alarms associated with the one or more industrial machines is received. The visualization is dynamically rendered to a user on a graphical display unit such that the alarm data is selectively displayed within the visualization and in a single view to the user.

Abstract: Systems and methods for enabling generation of navigation schema for a Human Machine Interface (HMI) application based on control system models are disclosed. Information regarding processes and assets of a control system is received. A model of the control system is generated from the received information. The model is accessed by the HMI application during runtime to enable generation of navigation schema for the HMI application based on the model.