Based on the author's recent research and course at Carnegie Mellon University, this book shows how to integrate image processing, geometric modeling, and mesh generation with the finite element method to solve problems in computational biology, medicine, materials science, and engineering. The text explains the fundamentals of medical imaging, image processing, computational geometry, mesh generation, visualization, and finite element analysis. It also explores novel and advanced applications in computational biology, medicine, materials science, and other engineering areas.
Based on the author's recent research and course at Carnegie Mellon University, this book shows how to integrate image processing, geometric modeling, and mesh generation with the finite element method to solve problems in computational biology, medicine, materials science, and engineering. The text explains the fundamentals of medical imaging, image processing, computational geometry, mesh generation, visualization, and finite element analysis. It also explores novel and advanced applications in computational biology, medicine, materials science, and other engineering areas.
Yongjie Jessica Zhang is an associate professor in the Department of Mechanical Engineering at Carnegie Mellon University with a courtesy appointment in the Department of Biomedical Engineering. She is the co-author of more than 130 publications in peer-reviewed international journals and conference proceedings. She has been a recipient of the Presidential Early Career Award for Scientists and Engineers, NSF CAREER Award, Office of Naval Research Young Investigator Award, USACM Gallagher Young Investigator Award, Clarence H. Adamson Career Faculty Fellow in Mechanical Engineering, George Tallman Ladd Research Award, and Donald L. and Rhonda Struminger Faculty Fellow. Her research interests include computational geometry, mesh generation, computer graphics, visualization, finite element method, isogeometric analysis, and their application in computational biomedicine and engineering. She earned a PhD in computational engineering and sciences from the Institute for Computational Engineering and Sciences (ICES) at the University of Texas at Austin.
Inhaltsangabe
Introduction and Pipelines. Review of Numerical Methods. Scanning Techniques and Image Processing. Fundamentals to Geometric Modeling and Meshing. Image-Based Triangular and Tetrahedral Mesh Generation. Image-Based Quadrilateral and Hexahedral Mesh Generation. Volumetric T-Spline Modeling. Finite Element and Isogeometric Analysis Applications.
Introduction and Pipelines. Review of Numerical Methods. Scanning Techniques and Image Processing. Fundamentals to Geometric Modeling and Meshing. Image-Based Triangular and Tetrahedral Mesh Generation. Image-Based Quadrilateral and Hexahedral Mesh Generation. Volumetric T-Spline Modeling. Finite Element and Isogeometric Analysis Applications.
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