Abstract: A flexible ultraviolet sensor circuit is provided comprising a number of solar cells, a reflective display device electrically connected to the solar cells, and a floating gate transistor electrically connected to the solar cells and reflective display device. A floating gate in the floating gate transistor discharges in response to ultraviolet light such that the floating gate transistor turns on when a threshold voltage of the floating gate transistor drops below a combined open circuit voltage of the solar cells minus a switching threshold of the reflective display device, thereby causing electrical current flow through the ultraviolet sensor circuit. The reflective display device changes as the electrical current flow increases, indicating total ultraviolet light exposure.

Abstract: A computer-implemented method dynamically updates an input channel on a peripheral device. The method includes identifying two or more computing devices including a first computing device and a second computing device, where each of the two or more computing devices is capable of interacting with a first peripheral device. The method further includes connecting the first peripheral device to each of the two or more devices, where the first peripheral device is active with a first computing device of the two or more computing devices. The method also includes determining a status change of the first peripheral device. The method includes toggling, in response to the status change, a data exchange such that the first peripheral device is active with the second device and not active with the first device.

Abstract: Embodiments of the invention are directed to a computer system having a memory coupled to a processor system, wherein the processor system is operable to perform processor system operations that include accessing a model of a physical object; and accessing instructions associated with the model of the physical object. The instructions are used to control a printhead coupled to a unique-identifier-element-infused (UIE-infused) filament source to print the physical object from UIE-infused filament.

Abstract: In an approach to improve adaptive content and responsive web content, embodiments of create a profile associated with a user based on monitoring online activity of the user and analyze and classify content displayed to the user based on collected data associated with a reaction from the user. Further, embodiments derive a preliminary set of topics of interests based on the reaction of the user and the analyzed and classified content and associate the preliminary set of topics of interest with the reaction of the user and the analyzed and classified content. Additionally, embodiments, analyze a location of interest to the user on associated with the content based on the preliminary set of topics of interests to personalize a display of the location for interaction by the user, and present, by a user interface, a personalized display of the location to the user.

Abstract: Methods, systems, and a computer program product are disclosed. The first method includes obtaining virtual session data in real time, identifying a positional utterance in the virtual session data, and generating a positional insight for the positional utterance. The first method also includes rendering a user avatar in a position recommended based on the positional insight. The second method includes obtaining virtual session data in real time, identifying a positional utterance in the virtual session data, and generating positional insights for the positional utterance. The second method also includes generating at least one position recommendation based on the positional insights.

Abstract: Embodiments for capturing a micro-weather report by a UAS deployment by one or more processors are described. Micro-weather conditions at a selected location and altitude may be determined utilizing one or more sensor devices associated with the UAS. The collected micro-weather conditions data may be stored in a repository. A micro-weather report may be generated for the selected location and altitude according to the collected micro-weather conditions data stored in the repository.

Abstract: An approach for providing real-time information and guidance for oxygen management to a user operating a self-contained breathing apparatus (SCBA) is disclosed. The approach receives data from IoT devices associated with a user, analyzes the data using machine learning algorithms trained on a dataset of historical data and simulated scenarios. The approach generates an oxygen-use prediction based on the analyzing. Furthermore, the approach generates one or more recommendations based on the prediction and displaying the prediction and the recommendation on a HUD (head up display) of a user.

Abstract: A 3D printed dental implant. The 3D printed dental implant includes a 3D printed dental implant body, and a plurality of sensors embedded within the 3D printed dental implant body.

Abstract: A method for rendering clear visibility through the windscreen of a vehicle. The method includes monitoring, by one or more sensors, visibility of a windscreen, wherein monitoring includes analyzing a level of visibility of the windscreen, generating a visibility score, and responsive to the visibility score falling below a predetermined threshold, converting, dynamically, the windscreen into a display surface. The method further includes analyzing an external sensor feed of a vehicle to identify the visibility of a surrounding area. The method further includes initiating, dynamically, a generative adversarial network (GAN) enabled adaptation of the surrounding area of the vehicle, in real-time, to reconstruct a visual based on the external sensor feed, and rendering, in real-time, the GAN enabled adaptation of the surrounding area of the vehicle on a transparent display layer of the windscreen of the vehicle.

Abstract: A relational database migration process is provided which includes migrating a relational database of a source relational database management system to a target relational database of a target relational database management system. The migrating includes identifying user-defined data objects of the relational database in the source relational database management system and generating statements to recreate the identified user-defined data objects of the source relational database in the target relational database management system. In addition, the migrating includes initiating execution of the statements to recreate the user-defined data objects of the relational database in the target relational database management system.

Abstract: A computer implemented method monitors a selected type of emission. A number of processor units identifies a set of areas on a planet with a potentially undesired emission level for the selected type of emission using satellite data and a machine learning model trained to identify the potentially undesired emission level for the selected type of emission. The number of processor units selects a number of Internet of Things sensors to monitor for the selected type of emission in the set of areas in real time. The number of processor units analyzes emissions data generated by the number of Internet of Things sensors from monitoring for the selected type of emission to form an analysis. The number of processor units performs a set of actions using the analysis. According to other embodiments, a computer system and a computer program product for monitoring for a selected type of emission are provided.

Abstract: An embodiment for compressing media utilizing a generative adversarial network (GAN) is provided. The embodiment may include receiving one or more media assets and historical data from a knowledge corpus in accordance with an identified usage context. The embodiment may also include identifying one or more objects in the one or more media assets. The embodiment may further include deriving a relevance score for each identified object. The embodiment may also include creating a training data set. The embodiment may further include applying one or more modifications to each object in a first set. The embodiment may also include in response to determining a GAN discriminator is able to identify each object in the first set modified by the GAN generator as real, generating one or more updated media assets including a second set of one or more objects that are identified by the GAN discriminator as real.

Abstract: An embodiment for connecting a vehicle to entities to form a tailored vehicle-to-everything (V2X) network is provided. The embodiment may include receiving real-time and historical data from one or more sources and an opt-in from a primary vehicle and one or more secondary vehicles. The embodiment may also include identifying one or more entity types that influenced a historical driving decision. The embodiment may further include identifying a contextual situation of one or more roadways in a geographical area. The embodiment may also include deriving one or more required entities for the primary vehicle to implement a driving decision on at least one roadway of the one or more roadways during a specific time period. The embodiment may further include creating a tailored V2X network for the primary vehicle. The embodiment may also include causing the primary vehicle to implement the driving decision.

Abstract: An integrated sensor array may include a semiconductor substrate. The integrated sensor array may be arranged in multiple sensor sub-arrays formed on the substrate. Each sensor sub-array may include multiple, densely packed cross-reactive sensors. Each cross-reactive sensor of within the same sensor sub-array may be functionalized differently than each of the other cross-reactive sensor of the same sensor sub-array.

Abstract: In an approach to improve the generation of a virtual object in a three-dimensional virtual environment, embodiments of the present invention identify a virtual object to be generated in a three-dimensional virtual environment based on a natural language utterance. Additionally, embodiments generate the virtual object based on a CLIP-guided Generative Latent Space (CLIP-GLS) analysis, and monitor usage of the generated virtual object in the three-dimensional virtual space. Moreover, embodiments infer human perception data from the monitoring, and generate a utility score for the virtual object based on the human perception data.

Abstract: According to one embodiment, a method, computer system, and computer program product for web conference recording correction is provided. The embodiment may include identifying one or more quality issues with a server-side recording of a web conference. The embodiment may also include generating a reconstruction of the server-side recording wherein generating the reconstruction includes tagging a quality issue within the one or more quality issues with metadata, grouping the one or more quality issues based on a hierarchy of the metadata, transmitting a request for a client-side recording of the web conference based on the hierarchy and a reconstruction process, and performing the reconstruction process.

Abstract: Disclosed embodiments provide techniques for automated evaluation and scoring of curriculum challenges such as tests and quizzes. An automated score is provided to students, as well as prescriptive guidance on where the provided solution deviates from best practices and/or the taught curriculum. Curriculum material and challenge material are input to a machine learning system to create a grading model. The challenge material can include a software programming challenge. The grading model is used to evaluate curriculum responses and provide a score and feedback based on the evaluation. The evaluation can be based on the curriculum. There can be multiple ways to solve a programming (coding) challenge and disclosed embodiments give scoring preference to solutions that employ techniques covered in the curriculum.

Abstract: Techniques are described with respect to a system, method, and computer program product for merging augmented reality experiences into an augmented reality environment. An associated method includes determining a first augmented reality experience of a first user and a second augmented reality experience of a second user; analyzing a plurality of environmental contextual data associated with the first augmented reality experience and the second augmented reality experience; and based on the analysis, generating a merged augmented reality environment comprising the first user and the second user.

Abstract: An embodiment includes identifying a first simulation and a second simulation such that the first simulation is within a threshold similarity of the second simulation. The embodiment generates a set of emergent simulations based at least in part on emergent hyperparameters, where the emergent hyperparameters are generated using the hyperparameters of the first and second simulations. The embodiment selects a subset of the set of emergent simulations according to a diversity metric and detects a causation variable in the selected subset of emergent simulations. The embodiment then generates a predictive simulation using the causation variable.

Abstract: According to one embodiment, a method, computer system, and computer program product for selecting methods of interfacing between a smart headset and a user based on privacy risk is provided. The present invention may include determining a privacy context of the smart headset based on the location, surrounding environment, and content associated with a smart headset, selecting at least one output method and at least one input method compatible with the smart headset based on the security of the output method and the input method within the privacy context, and operating the smart headset to interface with a user using the at least one output method and the at least one input method.