Abstract: One variation of a method for automatically registering and distributing modular computer component information and services through a network includes: accessing a device inventory identifying a set of modular computer components installed in a computing device; identifying a first modular computer component for installation in the first computing device, acquired from an online marketplace; identifying a second modular computer component within the first device, substitutable by the first modular computer component. In response to detecting substitution of the second modular computer component by the first modular computer component, in the computing device, appending the first modular computer component to the first device inventory.

Abstract: The subject matter described herein relates to a process suitable for the production of an implantable medical device by means of a 3D printer. The process includes identifying an intended implant area for the medical device, collecting, in a non-invasive manner, a set of physiological data corresponding to the local anatomy of said intended implant area of the patient, noninvasively taking measurements from the set of physiological data of the patient with the aid of an analysis tool, and adding the characteristics of the medical device, which are specific to additive manufacturing, to thus generate a 3D model of the medical device to be produced. The process further includes exporting the 3D model of the medical device to be produced to the 3D printer suitable for printing a shape-memory material in which the parameters of the 3D printer are adapted to the geometry of the medical device.

Abstract: A method of designing an inflatable structure includes generating a finite element mesh defining a plurality of elements for an inflatable shape-morphing structure, calculating a topology optimization analysis for the inflatable shape-morphing structure having a final shape in an inflated state, wherein the topology optimization analysis determines a plurality of tensors for the plurality of elements of the finite element mesh, converting the plurality of tensors for the plurality of elements into a plurality of diffusion coefficients for the plurality of elements, and generating a space-filling Turing pattern for the inflatable shape-morphing structure as a function of the plurality of diffusion coefficients, wherein the space-filling Turing pattern defines a simulated textured surface for the inflatable shape-morphing structure.

Abstract: An integral reinforcement design method of an external frame-brace based on a random capability spectrum is provided, and the reinforcement design method includes: evaluating an original structure before reinforcement by using a random capability spectrum method; performing a reinforcement analysis on an external frame-brace sub structure by using the random capability spectrum method to obtain a reinforced structure; and performing a reinforcement verification on the reinforced structure by using the random capability spectrum method. A performance based integral reinforcement design of the external frame-brace sub structure is achieved through considering uncertain factors, as well as capability spectrums and demand spectrums before and after the reinforcement, and converting the integral structure to equivalent single degree of freedom to obtain performance points.

Abstract: Some embodiments are directed toward a computerized method for configuring navigation computer code for a SLAM based system. The method can include applying SLAM to recordings of a visual data (VD) collector traversing the region at different operation conditions using a variety of sets of SLAM parameter values, generating corresponding trajectories assessing collection movements of the collector within the region; evaluating performance of the different sets of SLAM parameter values under that different operational conditions, based on accuracy of the respective trajectories with respect to a 3D model; based at least on the plurality of performance evaluations for the different operational conditions, determining an operational set of SLAM parameter values for a SLAM-based system; and providing the operational set of SLAM parameter values to the SLAM-based system equipped with VD processor.

Abstract: A large-scale underground shield docking model test platform and a test method using the same are provided. The test platform includes a test soil tank, a partition wall, a shield docking model, and a freezing system. The test soil tank is of an underground foundation pit structure, the partition wall is disposed in the test soil tank to separate the test soil tank into a filling area and a non-filling area. The shield docking model is disposed in the filling area and is a reduced-scale test model. The shield docking model is provided with the freezing system, including a refrigeration system, a coolant circulation system, and freezing pipes. The freezing pipes are arranged on the shield docking model and are connected to the refrigeration system through the coolant circulation system. The refrigeration system is placed on a laminate in the non-filling area of the test soil tank.

Abstract: This application describes methods, systems, and apparatus, including computer programs encoded on computer storage media, for microarchitecture-aware program sampling. An exemplary method includes receiving one or more traces collected from one or more microarchitectures executing a computer program for evaluating hardware configurations; training a machine learning (ML) model with multi-task learning based on the one or more traces as one or more training tasks; generating a plurality of embedded vectors representing the computer program; and updating, based on the trained ML model, the plurality of embedded vectors.

Abstract: Methods and apparatuses are disclosed relating to the creation and use of bespoke wound fillers and other wound treatment apparatuses. Some embodiments provide for the creation of bespoke wound fillers based on characteristics of a wound. Certain embodiments also include the use of bespoke wound fillers in combination with negative pressure to treat a wound.

Abstract: A system can receive selection of endpoints for a spool on a graphical user interface (“GUI”) and attempt to assemble a spool based on the endpoints. To do so, a plugin can execute a route-finding process that traverses routes from the endpoints. The routes can be determined by retrieving connectors from the endpoints and, for each connector, determining what parts are connected. For each connected part, the process can repeat so long as the connected part is not one of the endpoints or already in another route or spool. When the routes are complete, the connected parts can be treated as an assembly of the spool. The GUI can generate a spool sheet that uses the assembly as the spool.

Abstract: Examples described herein relate to techniques for routing application data through a selected network slice based on validation of an application entitlement request. In some examples, an entitlement system may receive an application entitlement request corresponding to an application that is on a user equipment. The entitlement system may validate the authenticity of the application based on the application authenticity information from the entitlement request. The entitlement device may in response to validation of the application entitlement request, send an application entitlement response to the user equipment such that the user equipment selects a network slice to route application data corresponding to the application.

Abstract: A cable route setting method according to the present disclosure includes: defining unit areas in a floor where a cable is to be wired; and specifying a cable route of the cable passing through each of the unit areas to any of a route between a left side and a right side, a route between the left side and an upper side, a route between the upper side and the right side, a route between the left side and a lower side, a route between the lower side and the right side, a route between the upper side and the lower side, a route between the left side and a center, a route between the right side and the center, a route between the upper side and the center, and a route between the lower side and the center.

Abstract: A loop shape representing a floor plan is extracted from an imperfect or incomplete floor plan scan by applying building construction techniques to fill in missing information. The floor plan is shown to the user during all stages of assembly, allowing the user to make a purposeful mark on the display, changing how the incomplete scan is interpreted. Whenever a marking is placed the floor plan is regenerated.

Abstract: Various aspects described herein relate to a location-based and population-based health metric processes. In one example, a computer-implemented method for generating one or more predicted health metrics for a location includes receiving a request to assess the one or more health metrics associated with the location, and identifying at least one current or future built, social, or natural environment parameter associated with the location. The method may further include calculating one or more predicted health metrics associated with the location based upon at least one of the current or future built, social, or natural environment parameters associated with the location, monetizing the healthcare costs of the predicted health metrics and displaying the one or more predicted health metrics and costs.

Abstract: One or more embodiments disclose techniques for generating a layout for a physical space or a building. The techniques include generating a layout based on a floorplan of a physical space, generating a plurality of spatial unit grids corresponding to a plurality of spatial units to be placed in the physical space, identifying a placement for a first spatial unit grid in the plurality of spatial unit grids within the layout by matching a corner cell in the first spatial unit grid with a given available cell in the layout, generating a score associated with the placement for the first spatial unit grid based on one or more placement parameters that define placement constraints for a first spatial unit included in the plurality of spatial units and corresponding to the first spatial unit grid, and placing the first spatial unit grid in the layout based on the score.

Abstract: In various examples, a three-dimensional (3D) intersection structure may be predicted using a deep neural network (DNN) based on processing two-dimensional (2D) input data. To train the DNN to accurately predict 3D intersection structures from 2D inputs, the DNN may be trained using a first loss function that compares 3D outputs of the DNN—after conversion to 2D space—to 2D ground truth data and a second loss function that analyzes the 3D predictions of the DNN in view of one or more geometric constraints—e.g., geometric knowledge of intersections may be used to penalize predictions of the DNN that do not align with known intersection and/or road structure geometries. As such, live perception of an autonomous or semi-autonomous vehicle may be used by the DNN to detect 3D locations of intersection structures from 2D inputs.

Abstract: A shovel includes a lower-part traveling body; an upper-part swing body rotatably provided above the lower-part traveling body; an object detecting device provided in the upper-part swing body; a controller as a control device provided in the upper-part swing body; and at least one driven body configured to be operated by an actuator. The object detecting device is configured to detect another shovel in a detection space set around the shovel. The controller is configured to vary a movable range being a range accessible to the driven body, based on a state of an object detected by the object detecting device.

Abstract: A system performs a method of manufacturing a vehicle. The system includes a camera, a transport device, and a processor. The camera obtains an image of a part that is to be assembled to the vehicle. The transport device orients the part with respect to a surface and drops the part onto the surface. The processor creates a first model representing the part and a second model representing the surface from the image, places the first model at a selected drop orientation and a selected drop height with respect to the second model, simulates a drop of the first model onto the second model, and determines a change in a dimension of the first model resulting from the simulated drop. The part is dropped onto the surface at the selected drop orientation and the selected drop height when the change in the dimension of the first model meets a criterion.

Abstract: A modeling system for a plant system of a power plant is provided. The modeling system enables receiving a selection of one or more pre-engineered sub-modules for a plant system module, wherein each pre-engineered sub-module is configured to be scalable over a defined range both for an entire class product range and each potential power plant configuration, and each pre-engineered sub-module is parametrized within the defined range with a pre-defined parametric relationship. The modeling system enables receiving values for one or more variables for the defined range for the one or more pre-engineered sub-modules. The modeling system enables generating a pre-engineered and parametrized sub-module model for each of the one or more pre-engineered sub-modules based on the values for the variables and generating a plant system module model from the pre-engineered and parametrized sub-module models by assembling the pre-engineered and parametrized sub-module models together according to pre-defined rules.

Abstract: A manipulation device includes an appendage extending from a base, the appendage comprising a flexible material having a resting pose and adapted to be deformed into a plurality of different poses, and at least one tendon attached to an end of the appendage and passing through the base or a portion of the appendage between the base and the distal end, such that actuation of the at least one tendon causes deformation of the appendage from the resting pose to a new pose. Systems and methods for fabricating and optimizing a manipulation device are also provided.

Abstract: In various embodiments, a room-based design application automatically generates a design for a floor structure of a building. In operation, the room-based design application generates blocks representing portions of the floor structure that are delineated by walls based on a room plan included in a computer-aided design of the building. The room-based design application modifies the blocks based on a spanning length to generate partitions. Each partition represents a different portion of the floor structure that can be spanned by a structural element that has the spanning length in at least one direction. Based on the partitions, the room-based design application determines wall classifications for the walls. The room-based design application generates at least a portion of the design for the floor structure based on the wall classifications and the partitions.

Abstract: Systems and methods are provided that automatically determine whether a prospective surgical trajectory will collide with a patient's skull using a 3D representation of the patient's cranial region (including the patient's scalp, skull, and brain) adapted from imaging data of the patient's cranial region (e.g., MRI data or CT data). Taking a particular patient's varied skull thickness into account, examples can determine bone collision during a trajectory planning stage before or after a stereotactic frame is mounted to the patient. Accordingly, examples may preemptively alert a clinician to a potential bone collision before the prospective surgical trajectory is underway/has been executed, thereby reducing the risk of bone collision during the surgical procedure.

Abstract: A method of producing a structure including a first component, having a first surface, and a second component, having second and third surfaces includes: measuring profiles of the second and third surfaces; measuring profiles of fourth and fifth surfaces of subcomponents; assembling the first component by coupling the subcomponents with adjustment; recording data representing the adjustment; estimating a changed profile of the second surface in case of coupling the third surface to the first surface; determining a coupling position of the third surface to the first surface; and coupling the third surface to the first surface at the determined coupling position. The predetermined contour degree is required for the second surface. The first surface is formed by the fourth surfaces. The fifth surfaces influence a profile of the first surface. The changed profile is estimated based on the profiles of the second to fifth surfaces and the recorded data.

Abstract: A method may include retrieving, from a geographic database, geographic information of a geographic area, segmenting the geographic area into one or more regions, executing a buildability algorithm using as input the geographic information to determine buildable portions of the one or more regions, executing a PV array placement algorithm using as input a total area of the buildable portions of the one or more regions to determine a baseline PV capacity for the one or more regions, executing the PV array placement algorithm using as input the buildable portions of the one or more regions to determine an actual PV capacity for the one or more regions, and generating a data structure to associate the one or more regions with a respective ratio of the baseline PV capacity to the actual PV capacity for each of the one or more regions.

Abstract: A garment rendering system and associated method having a virtual garment generation unit, an avatar generation unit, a simulation engine, and a rendering unit. The virtual garment generation unit receives garment related data and generates in response to the garment related data virtual garment data. The garment related data includes garment image data and garment textual data. The avatar generation unit receives user data and generates, in response to the user data, user avatar data representative of an avatar of the user. The user data includes at least one of user image data and user biometric data. The simulation engine receives the user avatar and the virtual garment data and generates in response thereto simulated garment data representative of a simulated garment draped on the avatar. The rendering unit renders the simulated garment data received from the simulation engine and generates a rendered virtual image.

Abstract: A system and method for construction estimation using aerial images is provided. The system receives at least one aerial image of a building. An estimation engine processes the aerial image at a plurality of angles to automatically identify a plurality (e.g., perimeter and interior) lines in the image corresponding to a plurality of features of a roof the building. The estimation engine allows users to generate two-dimensional and three-dimensional models of the roof by automatically delineating various roof features, and generates a report including information about the roof of the building.

Abstract: A method and system for providing energy audits or energy retrofits with plural auditors. An energy audit or energy retrofit is conducted in plural parts by plural different auditors on plural different energy audit applications on plural different network devices for energy consuming components (e.g., lighting, heating, ventilation, air condition, etc.) and energy producing components (e.g., solar, wind, water, etc.). The plural audit parts are automatically synchronized to a server network device allowing energy audits or energy retrofits to be completed at different dates and times by different auditors.

Abstract: Techniques are described for computing devices to perform automated operations related to using images acquired in a building as part of an automated generation process of a floor plan or other mapping information for the building, in some cases without using depth information from depth-sensing equipment about distances from the images' acquisition locations to objects in the surrounding building, and for subsequent use in further automated manners, such as controlling navigation of mobile devices and/or for display to end users in a corresponding graphical user interface. The automated analysis and assessment of the building images may, for example, include incrementally generating partial versions of the mapping information, determining acquisition instructions related to further acquisition of additional images and/or other types of data (e.g.

Abstract: An additive manufacturing system, a build platform and a method of operating are provided. A method includes receiving data defining a build platform for fabricating a target object using an additive manufacturing system. The method further includes generating the build platform based on the data.

Abstract: Disclosed are a method of processing digitalized drawing and a compute program. One aspect of the present invention provides a method of processing digitalized drawing data by a computer, the method including: providing digitalized drawing having a line ID (S10); splitting the line ID into a plurality of topologies, which are smallest units that are mutually exclusive and do not overlap each other (S20); generating a pipe system network (PSN) by recombining the plurality of topologies, wherein the plurality of topologies are recombined such that a start point and an end point of the PSN are each independently Equipment, Branch or Header (S30); and generating a path item (PI) by arranging internal objects on the digitalized drawing existing between the start point and the end point of the pipe system network (PSN) and adding necessary information usable in a subsequent process (S40).

Abstract: A system performs continuous delivery of a data pipeline on a cloud platform. The system receives a specification of the data pipeline that is split into smaller specifications of data pipeline units. The system identifies a target cloud platform and generates a deployment package for each data pipeline unit for the target cloud platform. The system creates a connection with the target cloud platform and uses the connection to provision computing infrastructure on the target cloud platform for the data pipeline unit according to the system configuration of the data pipeline unit. The data pipeline may be implemented as a data mesh that is a directed acyclic graph of nodes, each node representing a data pipeline unit. Different portions of the data mesh may be modified independent of each other. Partial results stored in different portions of the data mesh may be recomputed starting from different points in time.

Abstract: Methods, systems, and devices for determination and notification of a location of a building safety system event are described herein. One embodiment includes a method for notifying a user of a fire system event, comprising detecting an event in a building through an event detection device and transmitting information about at least one of the event or the event detection device to a remote server and to a first computing device. The first computing device may include a memory wherein floorplans of each floor of the building are stored.

Abstract: In one embodiment, a computing system accesses a set of 3D locations associated with features in an environment previously captured by a camera from a previous camera pose. The computing system determines a predicted camera pose using the previous camera pose and motion measurements generated using a motion sensor associated with the camera. The computing system projects the set of 3D locations toward the predicted camera pose and onto a 2D image plane associated with the camera. The computing system generates, based on the projected set of 3D locations on the 2D image plane, an activation map specifying a subset of the pixel sensors of the camera that are to be activated. The computing system instructs, using the activation map, the camera to activate the subset of pixel sensors to capture a new image of the environment. The computing system reads pixel values of the new image.

Abstract: The following relates generally to light detection and ranging (LIDAR) and artificial intelligence (AI). In some embodiments, a system: receives LIDAR data generated from a LIDAR camera; determines data of a first object based upon processor analysis of the LIDAR data, the data of the first object comprising: (i) dimensional data of the first object, and (ii) a type of the first object; and adds the first object and the first object data to a commercial inventory list.

Abstract: A computer-based method includes enabling a user to create or select a geometric entity in a design in a computer-aided design program, predicting a location and orientation in the design for a copy of the geometric entity, and displaying, as a suggestion to the user, a visual representation of the copy of the geometric entity in the predicted location and orientation in the design.

Abstract: Flow-metering fuel systems and related methods are disclosed. An example apparatus includes a pipe defining a flow path for fuel, the pipe fluidly coupled to a combustor, a first portion of the pipe having a first cross-sectional area, a second portion of the pipe having a second cross-sectional area smaller than the first cross-sectional area, the second portion downstream of the first portion, and an actuator to adjust a flow rate of the fuel in the pipe based on a first pressure of the fuel in the first portion of the pipe, a second pressure of the fuel in the second portion of the pipe, and a temperature of the fuel.

Abstract: The present disclosure presents systems, methods, and non-transitory computer-readable media for transforming civil, architectural, or engineering drawings into Building Information Modeling (BIM) or Computer-Aided Design (CAD) models.

Abstract: Disclosed are methods, systems, and articles of manufacture for managing and displaying web pages and web resources in a virtual three-dimensional (3D) space with an extended reality system. These techniques receive an input for 3D transform for a web page or a web page panel therefor. In response to the input, a browser engine coupled to a processor of an extended reality system determines 3D transform data for the web page or the web page panel based at least in part upon the 3D transform of the web page or the web page panel, wherein the 3D transform comprises a change in 3D position, rotation, or scale of the web page or the web page panel therefor in a virtual 3D space. A universe browser engine may present contents of the web page in a virtual 3D space based at least in part upon the 3D transform data.

Abstract: The present disclosure is directed to a software tool that facilitates coordination between various parties that are involved in the process of rectifying a problem identified in a combined three-dimensional model file. In one implementation, the software tool may cause a computing device to (a) receive an indication requesting creation of a coordination issue that relates to a portion of a rendered three-dimensional view of a construction project, (b) in response to the receipt of the indication, create a data set defining the coordination issue, the data set including (i) a representation of the portion of the rendered three-dimensional view, and (ii) data indicating an assignee of the coordination issue, and (c) cause an indication of the coordination issue to be presented to a client station associated with the assignee.

Abstract: A method for generating computer-readable instructions to automatically generate a three-dimensional architectural model including: receiving a human-readable text file comprising a description of functional elements of a structure, parsing the text file to identify keywords comprised by the text file, generating a plurality of datasets responsive to the key words; generating instructions to create level objects responsive to the datasets, instructions to create floor objects responsive to the datasets and the level objects, instructions to create exterior wall objects responsive to the plurality of datasets and the one or more level objects, instructions to create interior wall objects responsive to the and level objects, instructions to create room objects responsive to the datasets, level objects, exterior wall objects, and interior wall objects, and providing the instructions to architectural modeling software.

Abstract: An approach for collecting disparate data within a pipe involves a sensor arrangement configured to be deployed within the pipe. The sensor arrangement includes a plurality of sensors configured to detect disparate data related to the pipe. Each sensor of the plurality of sensors is coupled to a respective collection computer on the sensor arrangement. A synchronization module is configured to synchronize the disparate data. A database is configured to store the synchronized data. A processor is configured to process the synchronized data. A user interface configured to present the synchronized data to a user.

Abstract: A collision detection system including a proximity sensor, positioning sensor, and controller. The controller includes a memory storing instructions, and a model of the machine that includes dimension information of the machine, location information of the proximity sensor, and pose information of movable portions of the machine. A processor is connected to the proximity sensor, positioning sensor, and memory, and is configured to update pose information of the model based on the pose of the movable portions determined using the positioning sensor. The processor may receive a detection of the object from the proximity sensor. The processor may determine an expected detection result of the proximity sensor using the model, and based on the location information of the proximity sensor and the updated pose information. The processor may compare the detection with the expected detection result to determine whether the detection results from the movable portion or a foreign object.

Abstract: An additive manufacturing system, a build platform and a method of operating are provided. A method includes receiving data defining a build platform for fabricating a target object using an additive manufacturing system. The method further includes generating the build platform based on the data.

Abstract: A method of predictive design of an earpiece for a user, includes: obtaining 3D scan data of an ear; obtaining a model earpiece with an earpiece configuration based on an analysis of the 3D scan data; determining coupling data indicative of a coupling of the model earpiece; evaluating the earpiece configuration based on the coupling data; and providing a personalized earpiece based on an output of the evaluation.

Abstract: A non-transitory machine-readable storage medium storing instructions executable by a processor described. In some examples, the instructions cause the processor to receive object data representing an object to be manufactured by an additive manufacturing process. A derivation process on the object data to derive a data set representing the object, the data set having a predetermined number of data fields. The data set is provided to data processing system comprising data based on previously determined manufacturing orientations and/or position. An output is received from the data processing system representing a manufacturing orientation and/or manufacturing position of the object.

Abstract: Systems and methods for collecting and analyzing lighting conditions associated with a physical space in order to effect circadian-effective design. According to certain aspects, a data capture machine may include various sensors and components, such as at least one image sensor that captures digital images of a set of luminaires, at least one laser that detects physical objects as well as the location of the data capture machine in the physical space, a detector that collects a set of spectral power distribution (SPD) measurements, and a video capture device that collects images at a set of locations of the physical space. The data capture machine may aggregate the captured information and generate an electronic file that a computing device may use to present a visual representation of the lighting conditions of the physical space.

Abstract: A method of fabricating a patient-specific buttress for securing fractured bone of a patient, the method comprising applying a buttress to a tangible model of a patient anatomy representing a fractured bone to at least one of verify a fit of the buttress to the fractured bone and deform the buttress to confirm a fit of the buttress to the fractured bone, the tangible model comprising an intended realignment of at least two bone fragments of the fractured bone to be achieved when the buttress is secured to the fractured bone.

Abstract: According to some embodiments, a method for manufacturing custom eyewear is disclosed. The method includes receiving, via a processor, a selection of (i) an eyewear front design and (ii) an eyewear bridge design from a user. A plurality of facial measurements is also received from the user. Eyewear specifications are determined, via the processor, based on the received eyewear front design, the eyewear bridge design, and the plurality of facial measurements. The eyewear specifications are converted into a file associated with computer-aided manufacturing and the file is transmitted, via the processor, to a manufacturing and assembly system for creating custom eyewear based on the file.

Abstract: A method for determining the equilibrium state of a tensegrity structure includes: determining the critical bending moment that the tensegrity structure bears; calculating the tension of longitudinal tie rods; calculating the pressure of longitudinal compression members; calculating the tensile lengths and the unstressed lengths of the longitudinal tie rods; calculating the compressed lengths and the unstressed lengths of the longitudinal compression members; calculating the forces and the radial deformations of annular compression members; and calculating the positioning lengths and the manufacturing lengths of the longitudinal tie rods and the longitudinal compression members.

Abstract: A system uses a storage efficient data representation to route mechanical, electrical, or plumbing (MEP) objects of variable cross-sectional area through a bounded three-dimensional space containing obstructions of varying size and complexity. The system uses the triangular representations of the surfaces of the space in which the systems are to be routed. The system creates a computationally efficient 3D model that accurately represents the physical constraints of the space to be traversed and ensures that the routes are built within the constraints of the physical possibility requirements with no conflicts between different types of the MEP objects being routed.

Abstract: Systems and methods for planning a surgical procedure are provided. Information corresponding to an examination of a patient and an image of the patient may be received. The information and the image may be inputted into an analytical model configured to identify a pathology location. A needed surgical modification of the patient anatomy may be automatically identified. At least a portion of an anatomical element in a three-dimensional model of the patient anatomy may be automatically labeled.