Abstract: A flow analysis apparatus is provided. The flow analysis apparatus includes a model deriver configured to generate a flow analytic model for performing a flow analysis for a plurality of cells by using analytic data including a plurality of input signals used for performing multiple times iterations of numerical analysis by Computational Fluid Dynamics (CFD) and a plurality of output signals corresponding to each of the plurality of input signals, and a flow analyzer configured to perform the flow analysis for the plurality of cells that divide the space around a design target component by using the generated flow analytic model.

Abstract: A flow analysis apparatus is provided. The flow analysis apparatus includes a flow analyzer configured to derive a plurality of output signals by performing flow analysis for a plurality of cells by using a flow analytic model for simulating numerical analysis by Computational Fluid Dynamics (CFD) with respect to a plurality of cells that divide a space around a component, and an analysis optimizer configured to perform optimization for the plurality of output signals.

Abstract: Original sensor data is received from one or more sensors of a vehicle. Free space around the vehicle is identified according to the sensor data, such as by identifying regions where data points have a height below a threshold. A location for an object model is selected from the free space. A plane is fitted to sensor data around the location and the object model is oriented according to an orientation of the plane. Sensing of the object model by a sensor of the vehicle is simulated to obtain simulated data, which is then added to the original sensor data. Sensor data corresponding to objects that would have been obscured by the object model is removed from the original sensor data. Augmented sensor data may be used to validate a control algorithm or train a machine learning model.

Abstract: According to an embodiment, a system and method are provided for constructing an accurate view of memory and events on a simulation platform. The system memory view can be used with a debug and analysis tool to provide post-processing debug, including searching forward and backward in capture time of the stored memory view to analyze the events of the simulation. The memory is constructed by capturing and storing each memory execution transaction, bus transaction, and register transaction during simulation. Changes in simulation platform hardware state may also be captured and stored in a hardware state database, including switches between process threads detected during the simulation that may update a simulator register. The captured events provide observability into the OS processes, the hardware, and the embedded software of the simulation platform.

Abstract: A physical simulation test method for detecting a position of a ponding goaf in the excavation, which relates to physical detection of mines. This method includes: fabricating an experimental model of a composition similar to that of an excavating tunnel; fabricating a transient transmitting coil and receiving coil; connecting the coil to a wire and placing them in model A; connecting the coil to a transient electromagnetometer; injecting water into a trapezoidal goaf through a pre-buried plastic pipe; after the goaf is filled with water, immediately switching the transient electromagnetometer on to collect data; respectively transferring the coil to models B, C and D, injecting water and switching on the transient electromagnetometer to collect data; statistically analyzing detection and imaging results of the four models; and comparing the detection results with the actual data to determine detection accuracy and correction coefficient.

Abstract: Computer-implemented techniques are disclosed for verifying circuit designs using subgraph caching. A device under test (DUT) is modeled as a graph. The graph is partitioned into one or more subgraphs and problems are generated for each subgraph. Graph and subgraph problem generation is repeated numerous times throughout the verification process. Problems and sub-problems are generated and solved. When a subgraph problem is solved, the problem's variables, values, and information can be stored in a cache. The storage can be based on entropy of variables used in the graph and subgraph problems. The subgraph problem storage cache can be searched for previously stored problems which match another problem in need of a solution. By retrieving subproblem variables, values, and information from the cache, the computational overhead of circuit design verification is reduced as problems are reused. Caching can be accomplished using an information theoretic approach.

Abstract: Product data management (PDM) systems, methods, and computer-readable media. A method includes receiving a solid body in a PDM data processing system. The method includes determining an operation to perform on the solid body and a target region of the solid body. The method includes moving the target region into a secondary solid body and removing the geometries from the secondary solid body. The method includes generating new geometries corresponding to the operation and the secondary solid body, and applying the new geometries to the topological entities of the secondary solid body. The method includes transforming the adjoining regions to a new position according to the operation. The method includes knitting the transformed adjoining regions to the modified secondary solid body to produce a processed solid body.

Abstract: Systems and methods for computer-aided vaccine design may comprise performing one or more molecular dynamics simulations of a protein assembly having at least one epitope, determining a fluctuation measurement for the at least one epitope using the one or more molecular dynamics simulations, and predicting the immunogenicity of the protein assembly in response to the fluctuation measurement are disclosed.

Abstract: A system and method for representing events that occur in a real world deployment is described. A real-world workload including multiple events is identified. Multiple characteristics of the real-world workload are converted into multiple endpoint simulator workloads. Multiple gateway hardware characteristics are converted into a modeling elements for simulated Internet of things (IoT) networks. Further, a simulation is performed for each of the endpoint simulator workloads on each of the simulated IoT networks. Also, statistics are collected about the performance of the simulated IoT networks for the endpoint simulator workloads.

Abstract: Original sensor data is received from one or more sensors of a vehicle. Free space around the vehicle is identified according to the sensor data, such as by identifying regions where data points have a height below a threshold. A location for an object model is selected from the free space. A plane is fitted to sensor data around the location and the object model is oriented according to an orientation of the plane. Sensing of the object model by a sensor of the vehicle is simulated to obtain simulated data, which is then added to the original sensor data. Sensor data corresponding to objects that would have been obscured by the object model is removed from the original sensor data. Augmented sensor data may be used to validate a control algorithm or train a machine learning model.

Abstract: Systems and methods provide improved physical space planning and development. One or more network devices obtain a business profile of a workgroup using an activity-based workspace and determine space requirements for the business profile. The network devices store component parameters for design components that can potentially be deployed to the activity-based workspace and solicit, via a graphical user interface, a workspace layout for the activity-based workspace. The soliciting includes providing a list of the design components that can be selectively placed within the workspace layout.

Abstract: Systems and methods are provided herein for estimating an output current of an input/output (I/O) driver given a set of voltages present at pins of the I/O driver. A set of voltages are received comprising voltages present at a power pin, a ground pin, at least three input pins, and at least three output pins of an I/O driver. Neural network models are applied to one or more voltages of the set of voltages to determine currents associated the I/O driver. A state space model is applied to one or more voltages of the set of voltages to determine another current of the I/O driver. An output current of the I/O driver is estimated based on the currents and the one or more values.

Abstract: Methods and apparatus for retargeting and prioritized interpolation of lens profiles. A lens profile file may include a set of lens sub-profiles. The camera body and/or settings described in the file may not exactly match that of camera body and/or settings used to capture a target image. A sub-profile processing module may perform a prioritized sub-profile sorting and interpolation method to generate an interpolated sub-profile that may be applied to the target image to correct aberrations including, but not limited to, geometric distortion, lateral chromatic aberration, and vignette. Thus, models generated for a reference camera at a variety of settings may be applied to a target image captured with the same type of lens but with a different camera and/or with different settings that are not exactly modeled in the lens profile file.

Abstract: A method for designing a hybrid surface optical system comprises establishing a first initial system; keeping the first initial system unchanged and calculating a plurality of first feature data points, and fitting the first feature data points to obtain a spherical surface; repeating such steps until all spherical surfaces are obtained; calculating a plurality of second feature data points, and fitting the plurality of second feature data points to obtain an aspheric surface; repeating such steps until all aspheric surfaces are obtained; calculating a plurality of third feature data points, and fitting the plurality of third feature data points to obtain a freeform surface; repeating such steps until all freeform surfaces are obtained.

Abstract: Set differences between an as-designed and an as-manufactured model are computed. Discrepancies between the as-designed model and the as-manufactured model are determined based under-deposition and over-deposition features of the set differences. Based on the discrepancies, an input to a manufacturing instrument is changed to reduce topological differences between the as-manufactured model and the as-designed model.

Abstract: This disclosure relates to systems and methods for using a gyroscope to change the resistance of moving a virtual weapon to simulate a feel of moving the virtual weapon. A feel of moving a virtual weapon may be simulated by determining a position and/or an orientation of a virtual blade of the virtual weapon, determining controls for a gyroscope based on the position and/or the orientation of the virtual blade, and operating the gyroscope in accordance with the controls for the gyroscope to provide resistance to changing the orientation of the hilt, wherein the resistance to changing the orientation of the hilt simulates the feel of moving the virtual weapon.

Abstract: A reference curve representing measured stress-strain data obtained in a material test of a specimen is received. FEA model is created to represent the specimen which is associated with numerical material properties defined by a formula having a set of adjustable coefficients. Multiple computed curves are obtained each defined with multiple nodes of computed stress-strain values by conducting a time-marching simulation of the material test using the FEA model with a set of unique coefficients. Respective curve difference measurement parameters are calculated between each computed curve and the reference curve using a similarity measure technique that includes trimming off excess end portion of each computed curve so as to match the reference curve. Optimal values of the adjustable coefficients are determined by estimating a minimum of the curve difference measurement parameters according to an optimization technique.

Abstract: Systems and methods for continuous processing of unstructured data streams are provided. Information may be stored in memory regarding a query, including associated search results and statistics derived at an identified time. After the identified time, unstructured data may be received from a plurality of streams over a communication network. A full-text search may be conducted on the received unstructured data based on the query to yield one or more matches. The stored statistics associated with the query may be retrieved from memory and updated based on the search results of the unstructured data received at the subsequent time. The updated statistics may then be stored in memory for retrieval at a subsequent time.

Abstract: In some examples, one or more computing devices on a network may receive, from a client computing device, one or more inputs for configuring a simulation, the simulation including at least a first simulator and a second simulator. The one or more computing devices may allocate computing resources including at least a first virtual machine for executing at least one of the first simulator or the second simulator. The one or more computing devices may configure a first simulation controller executable on the first virtual machine for controlling execution of the at least one of the first simulator or the second simulator. The first simulation controller may initiate execution of at least one of the first simulator or the second simulator as part of execution of the co-simulation. In some examples, a result of the co-simulation may be sent to the client computing device.

Abstract: A voltage stability prediction system is configured to predict voltage stability of a power system under a contingency. The voltage stability prediction system in this regard may execute model-based contingency analysis using a model of the power system to predict, as of a first time, voltage stability of the power system post-contingency. The voltage stability prediction system also obtains, from phasor measurement units (PMUs) in the power system, synchrophasor measurements that indicate, as of a second time later than the first time, phasors in the power system pre-contingency. Further, based on the model-based contingency analysis and the synchrophasor measurements, the voltage stability prediction system predicts, as of the second time, voltage stability of the power system post-contingency.