Abstract: Embodiments receive ride data, user data which comprises user information and other user data, and crowd-sourced historical data, train a machine learning model using a knowledge corpus which includes the ride data, the user data, and the crowd-sourced historical data, and dynamically adjust at least one ride recommendation based on the trained machine learning model.

Abstract: The present specification describes a computer-implemented method. According to the method, user-specific tags are generated for a virtual reality (VR) object displayed within a VR environment. The user-specific tags are generated based on an interaction of a first user with the VR object. Role-based access rights are assigned to the user-specific tags. A role of a second user accessing the VR environment is determined and the user-specific tags are presented to the second user, alongside the VR object, based on a comparison of the role of the second user and the role-based access rights.

Abstract: An embodiment for dynamically creating a vehicle fence is provided. The embodiment may include receiving GPS data from one or more vehicles and a real-time video feed of one or more intersections along a first roadway. The embodiment may also include identifying a number of autonomous vehicles and one or more routes of the autonomous vehicles traveling on the first roadway. The embodiment may further include in response to determining an emergency vehicle is traveling on the first roadway, identifying a route and speed of the emergency vehicle. The embodiment may also include estimating a width of a second roadway intersecting the first roadway at a nearest intersection. The embodiment may further include identifying a moving direction of one or more objects along the second roadway. The embodiment may also include deploying a required number of autonomous vehicles to block the one or more objects from entering the nearest intersection.

Abstract: A method for performing a welding procedure includes determining conditions of the welding procedure using a virtual image of a structure on which the welding procedure is to be performed. The method further includes generating specifications for performing the welding procedure based on the conditions. The method further includes generating a virtual reference shape based on the conditions and the specifications, the virtual reference shape generated by modifying the virtual image. The method further includes comparing a resulting shape of the welding procedure with the virtual reference shape. The method further includes determining a quality of the welding procedure based on the comparison. The method further includes storing data pertaining to the welding procedure.

Abstract: A processor may receive transportation data associated with one or more vehicles and one or more routes having one or more roads. The processor may analyze the transportation data for one or more vehicle capabilities associated with the one or more vehicles and one or more road capabilities associated with the one or more roads of the one or more routes. The processor may generate one or more simulations associated with the one or more roads and the one or more vehicles. The processor may identify an optimal vehicle from the one or more vehicles and an optimal route from the one or more routes. Identifying the optimal vehicle and the optimal route may be based, at least in part, on the one or more simulations. The processor may assign the optimal vehicle to the optimal route.

Abstract: A processor may receive an information dataset. The information dataset may include object information and environment information. A processor may generate a digital twin of a physical environment. The digital twin of the physical environment may be based, at least in part, on the information dataset. A processor may simulate one or more factors on the digital twin of the physical environment. A processor may determine, responsive to simulating the one or more factors, one or more pathways to a destination. The destination may be in the physical environment.

Abstract: Hot-air balloon flight is facilitated by obtaining a data-analysis-based control to selectively redirect the flight path of the hot-air balloon, where the hot-air balloon includes a positioning system to facilitate repositioning the hot-air balloon. The data-analysis-based control includes simulating a digital twin model of the hot-air balloon and one or more environmental conditions to potentially effect the hot-air balloon on a projected flight path, and based on the simulated digital twin model, forecasting presence of an adverse environmental condition to effect the hot-air balloon on the projected flight path. Further, the data-analysis-based control includes controlling the positioning system of the hot-air balloon to reposition the hot-air balloon onto a different flight path than the projected flight path to mitigate impact of the adverse environmental condition on the hot-air balloon.

Abstract: A method for collaborative data sharing for data anomalies includes identifying an anomaly with data for a first system on a first vehicle. In response to determining the data associated with the anomaly is capturable by other vehicles, the method further includes identifying a second vehicle in the vicinity in the first vehicle, wherein the vicinity is defined by an operational distance of the first system on the first vehicle. The method further includes capturing, by a second system on the second vehicle, the data associated with the anomaly. In response to determining captured data by the second system on the second vehicle requires transformation to conform to the first vehicle, the method further includes transforming the captured data by the second system on the second vehicle to conform to the first vehicle.

Abstract: A computer-implemented method for dynamic landscape channeling using an autonomous robotic soil dredger. The method derives one or more landscape metrics, wherein the one or more landscape metrics comprise soil metrics, environmental conditions, and vegetation water consumption metrics. The method further generates a digital twin of proposed trench and ridge metrics based on the derived one or more landscape metrics, wherein the proposed trench and ridge metrics comprise a depth of the trench, a distance between one or more trenches, a stream size, a slope of the trench, and a shape of the trench. The method further determines a trench pattern based on the generated digital twin of the proposed trench and ridge metrics and collaborates with the autonomous robotic soil dredger to generate the trench pattern.

Abstract: According to one embodiment, a method, computer system, and computer program product for wireless network communication. The embodiment may include identifying a workflow among multiple industrial machines within an activity area. Performance of the workflow requires wireless communication among the multiple industrial machines. The embodiment may include identifying communication requirements and communication capabilities of the multiple industrial machines. In response to determining a wireless network is not available within the activity area, the embodiment may include deploying one or more relay computing devices to deployment locations within the activity area based on the workflow, the communication requirements, and the communication capabilities. The embodiment may include instructing the one or more relay computing devices to create a wireless network which enables wireless communication among the multiple industrial machines.

Abstract: A method, computer system, and a computer program product for simulating dental implants is provided. The present invention may include generating one or more digital twins for a potential dental implant based on a user profile. The present invention may include simulating a performance of each of the one or more digital twins in one or more user modeled environments. The present invention may include ranking the one or more digital twins based on the performance of the potential dental implant in each of the one or more user modeled environments. The present invention may include monitoring a selected dental implant using a corresponding digital twin.

Abstract: A method, computer system, and a computer program product for track creation are provided. A computer receives a notification of at least one object to be moved. The at least one object is disposed at a first position. The computer receives a determination of a second position for the at least one object. The computer generates a track plan for a first track for transporting the at least one object from the first position to the second position. The computer transmits a first instruction message to a first robot. The instruction message instructs the first robot to build a track according to the track plan.

Abstract: A navigation instruction of an autonomous vehicle is detected. The autonomous vehicle is in an environment. The autonomous vehicle is communicatively coupled to a plurality of sensors configured to capture environmental information of the environment. An anomalous sensor status of a first sensor of the plurality of sensors is determined based on the plurality of sensors. An air measurement is identified in response to the anomalous sensor status and based on a second sensor of the plurality of sensors. The air measurement is adjacent to the autonomous vehicle. Autonomous movement operation of the autonomous vehicle is directed in response to the movement instruction and based on the air measurement.

Abstract: A processor may receive environment data associated with a smart environment having one or more intelligent environment device. A processor may analyze the environment data and intelligent environment device information, wherein the intelligent environment device information is associated with the intelligent environment device. A processor may generate a simulation based, at least in part on, the environment data and the intelligent environment data. A processor may identify one or more hazards in the smart environment from the simulation, wherein the one or more hazards are associated with the one or more intelligent environment devices.

Abstract: An embodiment for simulating an interactive voice response system (IVRS) call with a digital twin agent of a user is provided. The embodiment may include receiving data relating to characteristics of the user, activities of the user, and historical data relating to one or more prior IVRS dialogs. The embodiment may also include creating a digital twin agent of the user. The embodiment may further include identifying one or more preferences of the user from the historical data. The embodiment may also include in response to determining the user is occupied, identifying a context of an issue requiring an IVRS call. The embodiment may further include initiating the IVRS call with the digital twin agent representing the user. The embodiment may also include transcribing an IVRS script and interacting with the IVRS in accordance with the IVRS script and the one or more preferences of the user.

Abstract: A computer-implemented method, system and computer program product for ensuring stability in the arrangement of a pile of packages delivered by drones. Upon receipt of package information concerning packages to be delivered by multiple drones at the same destination within a duration of time, simulations are performed of stacking the packages using different approaches based on the received package information. Based on simulating the various ways of stacking the packages to be delivered at the destination, the optimal arrangement of stacking the packages at the destination in a particular order and in a particular manner by the drones within the duration of time that maximizes the stability in the resulting arrangement of the pile of packages is identified. The drones scheduled to deliver the packages to such a destination are then instructed to deliver such packages to the destination in such a particular order and in such a particular manner.

Abstract: Identifying critical zones of machines is provided. A digital twin simulation of a machine is performed. An analysis of a set of historical incident records corresponding to the machine is performed to determine areas surrounding the machine that will be impacted by propagation of different types of incidents corresponding to the machine. A task performed by the machine, an operating context of the machine, an aggregate energy of the machine, and an area in the industrial machine environment affected by propagation of released energy from the machine are identified based on the digital twin simulation and the analysis of the set of historical incident records. A set of critical zones corresponding to the machine is identified based on the task performed by the machine, the operating context of the machine, the aggregate energy of the machine, and the area in the industrial machine environment affected by propagation of released energy.

Abstract: A software application may be analyzed to determine how the software application has performed across numerous dimensions using historical data regarding the software application. This analysis may be for a specific organization. The performance of the software application may be compared to a plurality of modernization options. A modernization option that is determined to perform better than the software application in at least one of the numerous dimensions is identified. A total cost for the organization to realizing the modernization option is calculated. The calculation includes a simulation of personnel of the organization providing services of the organization while integrating the modernization option among a suite of software applications.

Abstract: Customer flexible pickup of product delivery that includes taking a product order from a customer to a merchant, wherein the customer provides a main delivery address, and providing pickup points to the customer for product delivery. Delivery vehicles with products for the product order are sent into transit. Customer instructions are received for at least one product of the product order to be delivered to at least one pickup point. At least one product is matched to the inventory in the delivery vehicles. Delivery vehicles are matched by inventory and location to the pickup point. At least one product is delivered to the at least one pickup point with matched delivery vehicle. A remainder of products in the product order are delivered to the main delivery address.

Abstract: Identifying critical zones of machines is provided. A digital twin simulation of a machine is performed. An analysis of a set of historical incident records corresponding to the machine is performed to determine areas surrounding the machine that will be impacted by propagation of different types of incidents corresponding to the machine. A task performed by the machine, an operating context of the machine, an aggregate energy of the machine, and an area in the industrial machine environment affected by propagation of released energy from the machine are identified based on the digital twin simulation and the analysis of the set of historical incident records. A set of critical zones corresponding to the machine is identified based on the task performed by the machine, the operating context of the machine, the aggregate energy of the machine, and the area in the industrial machine environment affected by propagation of released energy.