My Research and Passion
Seyed Sadjad Abedi-Shahri
Faculty of Engineering, University of Isfahan
About Me
- 🎓 Background:
- BSc in Mechanical Eng.
- MSc and PhD in Biomedical Eng.
- 💼 Current Position:
- Assistant Professor of Biomedical Engineering
- Assistant Professor of Biomedical Engineering
Research Interests
- Numerical Methods (FEM, SBFEM)
- Scientific Computing
- Computational (Bio)Mechanics
- Computational Geometry
- Machine Learning for Biomedical Applications
(go down to see details)
Numerical Methods (FEM)
- Linear and Nonlinear Problems
- Viscoelastic and Hyperelastic Materials
- Impact Simulation
- Buckling and Post-Buckling Analysis
- Homogenization Techniques
- Tools: ABAQUS, LS-DYNA, and Open-Source Solutions
Numerical Methods (SBFEM)
- Developing formulation for specific problems
- Linear and Nonlinear Problems
- Viscoelastic and Hyperelastic Materials
- Tools: In-house program for 2D Viscoelastic and Nonlinear Problems
Scientific Computing
- Developing Research Software
- Best Practices in Research Software Engineering (RSE)
- Contribution to Open-Source Programs
- Implementation in Fields of PDEs, Matrix Computations, etc.
- Scientific Visualization
- Tools: Python, Fortran, Octave/MATLAB
Computational (Bio)Mechanics
- Nonlinear Solid Mechanics
- Soft & Hard Tissue Biomechanics
- Trauma Biomechanics
- Image-Based Simulations
- Impact Mechanics (Low & High velocity)
- Fracture Mechanics
- Topology Optimization
- Inverse Problems
Computational Geometry
- Mesh Generation and Optimization
- Computational Topology in Meshing
- Image-Based Mesh Generation
- Delaunay and Voronoi-Based Methods
Machine Learning for Biomedical Applications
- Data-driven Surrogate Models
- Artificial Neural Networks for PDEs
- Selected applications in Biomedical Image Processing
Some Examples of Projects
- SBFEM
- Head Impact
- pyPolyMesher
- QTREEMESH
- Bone Microcracks
- Composite Design Assistant(ComDA)
- Machine Learning for Biomedical Applications
(go down to see details)
Scaled Boundary Finite Element Method (SBFEM)
- A Scaled Boundary Finite Element Formulation for Solving Plane-Strain Viscoelastic Problems
- NL-SBFEM: A pure SBFEM formulation for geometrically and materially nonlinear problems
Head Trauma
pyPolyMesher
pyPolyMesher is a python package for generating unstructured polygonal meshes in arbitrarily defined 2D domains. It allows users to mathematically specify domains using signed distance functions (SDFs).
QTREEMESH
QTREEMESH is a python package that can create a Quadtree structure from an image. The Quadtree algorithm in this package is based on pixels’ intensity.
Bone Microcracks
- Generation of bone RVE with random osteons and microcracks (using ABAQUS & python script) for homogenization problem
Composite Design Assistant(ComDA)
- Composite Design Assistant(ComDA) is a scientific toolbox that provides a straightforward framework for industrial and academic analysis and design of composite structures.
Machine Learning for Biomedical Applications
Ongoing Projects
- Finite Strain Viscoelasticty in SBFEM
- Neural Network-Based Inverse Model for Cornea
- DL in Pulmonary Vascular Histological Images
Collaboration & Contact
🤝 Open to research collaborations
🌐 Website
👨💻 GitHub
Thank You! 🎤
My Research and Passion Seyed Sadjad Abedi-Shahri Faculty of Engineering, University of Isfahan