Publications and responsibilities
Real-Time Processing of High-Resolution Video and 3D Model-Based Tracking for Remote Towers
Reverse engineering of CAD models via clustering and approximate implicitization
Void Filling of Digital Elevation Models With Deep Generative Models
In recent years, advances in machine learning algorithms, cheap computational resources, and the availability of big data have spurred the deep learning revolution in various application domains. In particular, supervised learning techniques in image analysis have led to a superhuman performance in...
Parametric Shape Optimization for Combined Additive–Subtractive Manufacturing
Topology optimization for additive manufacturing using isogeometric analysis
SESAR PJ.05.03 - 3D for Remote Tower
Trivariate Spline Representations for Computer Aided Design and Additive Manufacturing
Digital representations targeting design and simulation for Additive Manufacturing (AM) are addressed from the perspective of Computer Aided Geometric Design. We discuss the feasibility for multi-material AM for B-rep based CAD, STL, sculptured triangles as well as trimmed and block-structured...
Volumetric spline representations for additive manufacturing
Standardization and Innovative Applications Essential for Deployment of IGA in Industry
A challenge for the deployment of IGA in industry is existing solutions (CAD, FEA) and the legacy and bulk of preexisting digital information. Rather than focusing on application areas dominated by FEA, IGA should focus on novel applications areas where fewer established solutions exist and the...