Abstract: A method of team viewing of an architecture design model includes executing team viewing computer-readable instructions to initiate team viewing; attempting to enter a virtual room to allow for more than one user to view the three-dimensional (3D) architectural design model; joining the virtual room as a guest; and receiving identification data or parameters regarding the 3D architectural design model. If a user computing device and memory device already has an electronic copy of the 3D architectural design model, the 3D architectural design model is constructed and displayed in the virtual room. If a user computing device and memory device does not have the electronic copy of the 3D architectural design model, the 3D architectural design model is downloaded to the user computing device and displayed on a surface and synchronized with a room creator of the virtual room.

Abstract: The present invention provides a molecular force field multi-objective fitting algorithm library and the workflow, including: FFOptlterator as the main module for input and output and force field parameter training iteration; EnergyCalculator module used for MM energy and energy derivatives calculation for the required value of each iteration in the optimization algorithm; the PropertyEstimator module used for the thermodynamic property calculation based on the MD simulation. Wherein, when initializing the FFOptlterator and EnergyCalculator objects, the user specifies the training force field parameters, adjustable parameter ranges, system setting arguments, and MD simulation parameters.

Abstract: Disclosed are methods, systems, and computer programs for generating petrophysical analysis data. The methods include: accessing first porosity data and first well log data associated with an NMR well; randomly selecting data elements comprised in the first porosity data and the first well log data; developing, based on the randomly selected first porosity data and first well log data, a learning data structure; generating, based on the learning data structure, a machine learning model; receiving second well log data using sensor(s) deployed about a non-NMR well; adapting, based on the second well log data, variable input parameters of the machine learning model to generate second porosity data; and formatting the second porosity data to generate petrophysical analysis data. The petrophysical analysis data indicates one or more of: a petrophysical characterization of a rock type; flow dynamic data of a carbonate reservoir; well test or perforation zone data; and pore data.

Abstract: Systems and methods are disclosed herein to a structural insulated panel framing system comprising: insulation sheathing receivable by a wall jig; a frame for placement atop the insulation sheathing; and spray foam for application to the frame and the insulation sheathing to fuse the frame and insulation sheathing to produce a structural insulated panel.

Abstract: A method for building a graphical depiction of an accessibility system includes receiving an input to build a run having a desired ratio of an accessibility system; receiving a selection of one or more components of the accessibility system; and generating feedback data indicating whether the one or more components of the accessibility system create the run having the desired ratio. The method may be performed by one or more processors configured to interact with non-transitory memory configured to perform operations of the method.

Abstract: An embodiment for simulating collaborative equilibrium in a multi-machine environment is provided. The embodiment may include receiving data relating to an activity and one or more machines to perform the activity. The embodiment may also include identifying specifications of one or more objects associated with the activity and specifications of the one or more machines handling the one or more objects. The embodiment may further include executing a digital twin simulation of the activity. The embodiment may also include in response to determining an unstable condition associated with at least one machine of the one or more machines is detected, identifying a time point of the unstable condition. The embodiment may further include predicting a counterweight to be applied to the at least one machine associated with the unstable condition. The embodiment may also include applying the counterweight in the digital twin simulation to the at least one machine.

Abstract: A method includes determining a bit design based on a design criterion, determining a cutter design to be mounted on the bit design at a bit design position based on cutter information, wherein the cutter information is based on a historical cutter performance metric of one or more cutters having the cutter design. The method also includes generating a drill bit model based on the bit design and the cutter design and determining that the drill bit model meets the design criterion.

Abstract: A computing device, method and computer program product are provided to update the model of a building. In the context of a method, an image of a building and information regarding a location from which the image was captured are obtained. The method also includes causing a model of the building and the image of the building to be presented. Based on feedback from presentation of the model of the building and the image of the building, the method includes updating the model of the building by adjusting one or more parameters, including one or more vertical parameters, defining the model of the building. The method further includes causing the updated model of the building and the image of the building to be presented.

Abstract: Techniques for determining whether a machine-learned model has improved or regressed in response to an update, as well as verifying whether those improvements or regressions impact overall vehicle safety, are described herein. The techniques may include running a simulation in which a simulated vehicle traverses a simulated environment. During the simulation, sensor data associated with the simulated environment may be input to the machine-learned model, which is configured for use in the real vehicle. As such, perception data outputs associated with objects detected in the simulated environment may be received from the machine-learned model during the simulation, and one or more error models may be generated based on the outputs and a ground truth. If the error model indicates that an error meets or exceeds a threshold error, the machine-learned model may be updated to reduce the error below the threshold.

Abstract: Method for predicting the overall hydraulic performance of a sink-type dishwasher. Process begins with unsteady numerical computation on a dishwasher pump under static conditions to obtain a characteristic pump curve. Using this curve, rotation velocity adaptation coefficient (Ad) and axial velocity coefficient (Bd) are determined. Mapping relationship is established between composite superposition virtual impeller and composite impeller. Passive rotation velocity of the volute and the nozzle flow rate are calculated using GMO model and virtual impeller. A jet mass source is established, using the nozzle flow rate and the volute's passive rotation velocity as boundary conditions. This leads to a non-submerged rotating jet flow computation with a multi-nozzle setup using the VOF method.

Abstract: Systems and techniques for auditing computer-aided design documents are described. A described technique includes receiving a computer-aided design document for import to a space management program; determining whether the computer-aided design document violates a rule set, wherein the rule set is configured to detect issues that inhibit importation of data from the computer-aided design document to the space management program; selectively modifying the computer-aided design document by resolving a violation of the rule set; and providing the modified computer-aided design document to the space management program.

Abstract: A virtual integration test system includes a computer configured to receive data indicative of measured dimensions of as-built components. The computer is also configured to perform a motion mechanics simulation on at least two deformation-uncritical components of the as-built components and perform a deformation mechanics simulation on at least one deformation-critical component of the as-built components. The motion mechanics simulation and the deformation mechanics simulation are performed concurrently within a simulation environment. In addition, the computer is configured to determine interface and integration compatibility of the as-built components based on the motion mechanics simulation and the deformation mechanics simulation, and to output an output signal indicative of the interface and integration compatibility of the as-built components.

Abstract: The present disclosure relates to a watch protection film fabrication system based on watch model profile data, which includes a modular server that fabricates WatchShells based on a dimension of a watch. The watch protection film fabrication system also includes a user terminal that purchases the WatchShells fabricated on the modular server.

Abstract: In an artificial intelligence (AI)-based method for generating a building block in a commercial district, geographic information data of a target district and surrounding districts is acquired to construct a three-dimensional space sand table, then design conditions in various planning files and local legal regulations are translated and extracted to generate a three-dimensional building block of the district, and then a training sample library of three-dimensional contour lines of the district is constructed, a machine learning model is loaded to generate three-dimensional building heights of the district and optimize building forms, to generate a plurality of schemes for the building block of the district, and finally simulated display of the schemes and display of scheme indexes are performed by using a holographic display device, and the schemes are outputted.

Abstract: A decision-making method and system for a residential outdoor environment based on landscape approach motivation are provided.

Abstract: A fluid-based system model is described. The fluid model may include multiple vessels that each store an amount of fluid. The vessels may be coupled to each other via pumps and conduit. Volumes of the fluid in each vessel may be determined and used to control the operations of the pumps such that fluid is transferred among vessels based on the associated volume(s). The fluid model may provide a visual and/or physical representation of various systems or system components.

Abstract: Implementations herein leverage knowledge about historical process automation facilities to automate designing a new process automation facility. A first level design input may be processed to generate a first embedding that encodes design aspect(s) of the requested process automation facility with a degree of detail commensurate with a first level of a hierarchy reflected by design documents typically used to design a process automation facility. The first embedding may be used to find first level reference embeddings that encode design aspects of reference process automation facilities. Second level reference embedding(s) may be identified based on mapping(s) from the selected first level reference embedding(s). Each second level reference embedding may encode design aspect(s) of a respective reference process automation facility with a degree of detail that is commensurate with a second level of the design document hierarchy.

Abstract: A method includes receiving, via a graphical user interface (GUI), by a processing device, a first user input to view data associated with a first process chamber in a first chamber data mode. Data of the first chamber data mode includes data of a process operation performed in the first process chamber. The method further includes providing, for display on the GUI, first display data of the first data chamber mode responsive to receiving the first user input. The method further includes receiving a second user input to view data associated with the first process chamber in a second chamber data mode. Data of the second chamber data mode includes data of a virtual process operation performed by a virtual representation of the first process chamber. The method further includes providing, for display on the GUI, second display data of the second data chamber mode.

Abstract: A design method and system for a cutting structure of a PDC drill bit with spiral blades is provided, including carrying out uniaxial and triaxial compressive strength tests on outcrops or underground cores to obtain rock mechanical parameters; establishing a three-dimensional cutting structure of the PDC drill bit based on an archimedean spiral and front and rear row teeth of the PDC drill bit; establishing a bit-rock finite element model based on the rock mechanical parameters and the three-dimensional cutting structure of the PDC drill bit; obtaining a time history curve for weight-on-bit and torque-on-bit based on the bit-rock finite element model; establishing a design scheme for the cutting structure of the PDC drill bit based on the time history curve; and obtaining the cutting structure of PDC drill bit with spiral blades based on the design scheme for the cutting structure of the PDC drill bit.

Abstract: A power transmission and transformation project acceptance method based on building information modeling (BIM) and point cloud measurement includes: S1: constructing a BIM model based on a design drawing, where the BIM model includes standard parameters of key components of a power transmission and transformation project; S2: obtaining point cloud data, and constructing a point cloud data model based on the point cloud data, where the point cloud data model includes actual parameters of the key components of the power transmission and transformation project; S3: comparing the BIM model with the point cloud data model to obtain construction acceptance data; and S4: visualizing the construction acceptance data and outputting an acceptance report to complete acceptance of the power transmission and transformation project. The BIM model and the point cloud data model are compared to implement rapid and efficient acceptance of the power transmission and transformation project.