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Showing 1 to 10 of 10 for “"geometry generation"”.

  1. Autonomous 3D Urban and Complex Terrain Geometry Generation and Micro-Climate Modelling Using CFD and Deep Learning

    … should address the complexity of the geometry and the variability of surface types involved in urban exposures. The original contribution to knowledge in this research is the proposed an end-to-end workflow that employs a cutting-edge deep learning model for image segmentation to …

    uwo Repository record for Autonomous 3D Urban and Complex Terrain Geometry Generation and Micro-Climate Modelling Using CFD and Deep Learning (opens in a new tab)

  2. A parametric modelling tool for high speed displacement monohulls

    … a complete representation of the ship hull geometry. So, only having a faster hull form generation tool would enable the designer to evaluate more options. It is possible to achieve rapid geometry generation through fully parametric modeling. Fully parametric hull modeling is the practice of …

    mit Repository record for A parametric modelling tool for high speed displacement monohulls (opens in a new tab)

  3. Skeleton-based visualization of massive voxel objects with network-like architecture

    … these voxel skeletons to piecewise linear geometry, that is triangle meshes and piecewise straight lines. The presented techniques help to tackle the challenge of visualizing and analyzing 3d images of increasing size and complexity, which are becoming more and more important in, for …

    potsdam-diss Repository record for Skeleton-based visualization of massive voxel objects with network-like architecture (opens in a new tab)

  4. Preliminary Test Predictions for Scale Ram-Air Parachute Testing

    … on the ability to resolve the canopy geometry. Therefore, a CAD geometry generation is implemented for flexible control of the canopy structure by implementing design parameters, e.g., chord, span and planform shape. Distortions caused by inflation and suspension line tensions on the …

    embry-riddle Repository record for Preliminary Test Predictions for Scale Ram-Air Parachute Testing (opens in a new tab)

  5. Integrating interactive evolutionary exploration and parametric structural design

    … performance is highly linked to architectural geometry, there is a need for computational strategies allowing for performance-oriented structural design in architecture. In order to address these issues, this research combines interactive evolutionary optimization and parametric modeling to …

    mit Repository record for Integrating interactive evolutionary exploration and parametric structural design (opens in a new tab)

  6. On Aerothermal Optimization of Low-Pressure Steam Turbine Exhaust System

    … computational cost due to the complexity of LPES geometry. To make things worse, designers have to consider extra cost caused by change of constraints, multi-objective and multi-disciplinary optimization. The second is the vulnerability of optimization due to the lack of comprehensive validation …

    cambridge Repository record for On Aerothermal Optimization of Low-Pressure Steam Turbine Exhaust System (opens in a new tab)

  7. Structural Optimization of Bell Crank using Adaptive Response Surface Optimization

    … as it facilitates easy manipulation of the geometry. The entire process of geometry generation, meshing, simulation, and output extraction was supported by developing Python scripts. Response surface model building and other statistical analyses are conducted using the JMP statistical …

    vt Repository record for Structural Optimization of Bell Crank using Adaptive Response Surface Optimization (opens in a new tab)

  8. Application of data-driven neural networks to bio-inspired lattice design and prediction of multiphysics solution fields

    … temperature and stress fields from process and geometry inputs, accelerating evaluation by orders of magnitude relative to finite element analysis (FEA). Bio-inspired, low-porosity lattices take design inspiration from sheep horns and hooves and are evaluated under dynamic transverse …

    uiuc Repository record for Application of data-driven neural networks to bio-inspired lattice design and prediction of multiphysics solution fields (opens in a new tab)

  9. Development of a robust numerical optimization methodology for turbine endwalls and effect of endwall contouring on turbine passage performance

    … passage can be fitted to other similar passage geometry to achieve, least of all a non-optimum but a definite, reduction in losses. Most published studies were conducted at low exit Mach numbers and only recently some studies on the effect of endwall contouring on aerodynamics performance of a …

    vt Repository record for Development of a robust numerical optimization methodology for turbine endwalls and effect of endwall contouring on turbine passage performance (opens in a new tab)

  10. Isogeometric Design, Analysis and Optimisation of Lattice-Skin Structures

    … decomposition (SVD). Finally, the lattice-skin geometry is generated by projecting selected lattice nodes to the nearest intersection points intersected by the lattice edges. The Stanford bunny example demonstrates the efficiency and accuracy of the developed algorithm. The structural analysis …

    cambridge Repository record for Isogeometric Design, Analysis and Optimisation of Lattice-Skin Structures (opens in a new tab)