Abstract: Described herein are techniques for learning neural reflectance shaders from images. A set of one or more machine learning models can be trained to optimize an illumination latent code and a set of reflectance latent codes for an object within a set of input images. A shader can then be generated based on a machine learning model of the one or more machine learning models. The shader is configured to sample the illumination latent code and the set of reflectance latent codes for the object. A 3D representation of the object can be rendered using the generated shader.

Abstract: The disclosure generally describes methods, software, and systems for providing solution descriptions. A problem description of a problem is received, from a client, at a cloud-based reasoning service. A solution description for a solution to the problem is received. Case metadata for a case defining the problem and solution are generated by the cloud-based reasoning service. The case metadata, including the problem description and solution description, are stored by the cloud-based reasoning service in a cases repository associating solutions with problems. A new problem is received at the cloud-based reasoning service. An automated analysis of the new problem is performed, and a comparison is made of the new problem with existing solutions in the cases repository to identify solutions matching the new problem. A new solution description is provided that is based on a match between the new problem description and the problem description and using the problem solution.

Abstract: The disclosure generally describes methods, software, and systems for providing solution descriptions. A problem description of a problem is received, from a client, at a cloud-based reasoning service. A solution description for a solution to the problem is received. Case metadata for a case defining the problem and solution are generated by the cloud-based reasoning service. The case metadata, including the problem description and solution description, are stored by the cloud-based reasoning service in a cases repository associating solutions with problems. A new problem is received at the cloud-based reasoning service. An automated analysis of the new problem is performed, and a comparison is made of the new problem with existing solutions in the cases repository to identify solutions matching the new problem. A new solution description is provided that is based on a match between the new problem description and the problem description and using the problem solution.

Abstract: The disclosure generally describes methods, software, and systems for providing solution descriptions. A problem description of a problem is received, from a client, at a cloud-based reasoning service. A solution description for a solution to the problem is received. Case metadata for a case defining the problem and solution are generated by the cloud-based reasoning service. The case metadata, including the problem description and solution description, are stored by the cloud-based reasoning service in a cases repository associating solutions with problems. A new problem is received at the cloud-based reasoning service. An automated analysis of the new problem is performed, and a comparison is made of the new problem with existing solutions in the cases repository to identify solutions matching the new problem. A new solution description is provided that is based on a match between the new problem description and the problem description and using the problem solution.

Abstract: System, method, and computer program product embodiments describe back navigation features of a page. In an embodiment, a display device displays the page in a first layout, selected from a set of layouts associated with the page, for displaying a first content. The display device navigates from the first layout to one or more subsequent layouts, each subsequent layout selected from the set of layouts. The subsequent layouts include a second layout that concurrently displays the first content and a second related content in separate panels of the second layout. The display device stores a navigation sequence from the first layout through each of the subsequent layouts. Responsive to receiving a command to return to the first layout, the display device selects the first layout, from the stored navigation sequence, to navigate from the second layout to the first layout. Then, the page is rendered using the selected first layout.

Abstract: Techniques for identifying a knowledge graph including one or more objects; generating a situation definition based on the knowledge graph, the generating including: identifying a particular object of the one or more objects; determining a trigger condition associated with the particular object; determining related information based on the one or more objects; determining one or more actions associated with the one or more objects and based on: i) the trigger condition, and ii) the related information; associating the trigger, the related information, and the one or more actions with the situation definition; and associating the situation definition with criteria for assignment to one or more user profiles.

Abstract: In one general aspect, a method and system are described for identifying a plurality of functions associated with an application that is operable on a first software platform, identifying a plurality of user interface aspects of the application, identifying a plurality of navigational aspects of the application, generating a reformatted user interface capable of executing the plurality of functions on a second software platform.

Abstract: A system for presenting a common user interface (UI) of multiple applications on diverse client computing devices as a web page that includes a set of UI elements leading to the multiple applications. The diverse client computing devices have display screens of diverse sizes. In the system, backend servers host a UI infrastructure including the common UI and one or more object page floorplans of respective UI object pages representing the multiple applications and representing application information and data on the diverse client computing devices. Design tools are available to process the object page floorplans to display, create, or edit the UI object pages. The object page floorplans include a first object page layout including a title bar, a header, an expanded default state, a navigation control, a content area, and a footer toolbar containing actions that are performed upon a corresponding first UI object page.

Abstract: The disclosure generally describes methods, software, and systems for providing solution descriptions. A problem description of a problem is received, from a client, at a cloud-based reasoning service. A solution description for a solution to the problem is received. Case metadata for a case defining the problem and solution are generated by the cloud-based reasoning service. The case metadata, including the problem description and solution description, are stored by the cloud-based reasoning service in a cases repository associating solutions with problems. A new problem is received at the cloud-based reasoning service. An automated analysis of the new problem is performed, and a comparison is made of the new problem with existing solutions in the cases repository to identify solutions matching the new problem. A new solution description is provided that is based on a match between the new problem description and the problem description and using the problem solution.

Abstract: In one general aspect, a method can include generating a user interface for an enterprise application executing on a computing device using a flexible screen layout. The generating can include displaying, on a display device included in the computing device, a first user interface for the enterprise application including a first column that occupies an available screen area of the display device and that presents first content, receiving, in the first user interface, a selection for forward navigation, and displaying, on the display device, a second user interface for the enterprise application. The second user interface can include a second column presenting the first content and a third column presenting the second content that can occupy the available screen area of the display device. The flexible screen layout can adjust a size of the second column and the third column based on the available screen area of the display device.

Abstract: Disclosed herein are system, method, and computer program product embodiments for managing completion of a task. An embodiment operates by receiving a selection of a collection configured to complete the task. The embodiment determines a context indicator for analyzing an application object in the selected collection. The embodiment processes the application object in based on the context indicator to generate information for completing the task. Another embodiment operates by receiving a selection of a collection configured to complete a task. The embodiment then determines that completion of the task requires solving a situation defined by a situation definition. The embodiment then identifies an anchor application object in the selected collection based on the situation definition. The embodiment then generates related information and a set of actions for solving the situation based on the anchor application object and the situation definition.

Abstract: In one general aspect, a method and system are described for identifying a plurality of functions associated with an application that is operable on a first software platform, identifying a plurality of user interface aspects of the application, identifying a plurality of navigational aspects of the application, generating a reformatted user interface capable of executing the plurality of functions on a second software platform.

Abstract: In one general aspect, a system and method are described for generating interactive graphics. The method may include obtaining a plurality of application data, the application data being associated with a role of a user and a plurality of applications, generating at least one tabular graphic representing a portion of the application data and at least one chart graphic representing the portion, the at least one tabular graphic and at least one chart graphic being interactive and selectable by a user, and generating and displaying a user interface, the user interface being based on the role of the user and including the at least one tabular graphic and the at least one chart graphic. In response to receiving a selection on a first filter location within the chart graphic, filtering the tabular graphic to display application data corresponding to the first filter location.

Abstract: System, method, and computer program product embodiments describe utilizing a page having a flexible layout for accessing content across multiple applications. In an embodiment, a display device displays a first content on a page associated with a set of layouts. The page uses a one-panel layout having one panel that that encompasses the first content. Responsive to detecting a selection of a portion of the first content within the one-panel layout, the display device receives a second content for displaying within the page. Then, the display devices renders the page using a two-panel layout having a first panel that is vertically adjacent to a second panel to display the first and second content alongside each other. The first and second panels respectively display the first and second content.

Abstract: In one general aspect, a system and method are described for generating user interfaces at runtime. The system may include memory and processors to implement a gateway to receive a plurality of service requests, a first component to translate the plurality of service requests into structured query language statements and execute the structured query language statements, a second component to access a plurality of stored document models based on the executed structured query language statements, a service component to aggregate data based upon one or more of the document models and at least one service request, and a user interface generator to generate and provide a plurality of user interfaces configured to present the aggregated data.

Abstract: In one general aspect, a method for creating an enterprise application can include receiving, by a computing device, a selection of a project for creating using a template, receiving, by the computing device, a selection of an application for the project, receiving information for associating with the application, receiving a selection of a data source, receiving a selection of a core data service from a group of core data services associated with the data source, the core data service utilizing a smart template, receiving a selection of a data service that utilizes the selected core data service, receiving a selection of an annotated data service, and creating the enterprise application. The creating can be based on the smart template. The creating can utilize the received information for associating with the application, the data source, the core data service, the data service, and the annotated data service.

Abstract: In one general aspect, a system and method are described for generating interactive graphics. The method may include obtaining a plurality of application data, the application data being associated with a role of a user and a plurality of applications, generating at least one tabular graphic representing a portion of the application data and at least one chart graphic representing the portion, the at least one tabular graphic and at least one chart graphic being interactive and selectable by a user, and generating and displaying a user interface, the user interface being based on the role of the user and including the at least one tabular graphic and the at least one chart graphic. In response to receiving a selection on a first filter location within the chart graphic, filtering the tabular graphic to display application data corresponding to the first filter location.

Abstract: Various embodiments of systems and methods for generating mnemonics are described herein. In an aspect, the method includes receiving a trigger for a mnemonic. Upon receiving the trigger, a menu including options for creating the mnemonic is displayed. A selection of an option from the menu is received for creating the mnemonic. Based upon the selection of the option, one or more pop-up windows for creating the mnemonic is rendered.

Abstract: An airfoil for a rotor blade of a rotary wing aircraft, the airfoil having a predetermined maximum thickness to chord ratio and comprising, between a leading edge and a trailing edge, an extrados and an intrados, the intrados being defined by predetermined intrados coordinate value pairs and the extrados being defined by predetermined extrados coordinate value pairs, wherein a maximum error of each one of the predetermined intrados coordinate value pairs and the predetermined extrados coordinate value pairs amounts to ±3%.

Abstract: Disclosed herein are system, method, and computer program product embodiments for an embedded analytics and transactional data processing system. An embodiment operates by receiving selection of a filter that indicates a subset of transactional data from a database to be displayed via an interface. Analytical data associated with the subset of transactional data is determined. Via the interface, the filter selection, the analytical data, and the subset of transactional data are all provided.