Binbin Zhang Email & Phone Number

Milpitas, California, Us

Buffalo, Ny, Us

~ Researching on a series of Data-driven statistical methods for the needs of prediction and investigations based on data collected from design, manufacturing, and material domains.~ Developed a CNN architecture for automated AM product quality recognition with UB-Moog dataset. ~ Researching on the Hierarchical Neural network based material classification and process recommendation with ASM database.~ Researched on Image Segmentation methods for defect localization with organic solar cell image dataset.~ Written a Review about Heterogeneous Material Object representation, modeling, analysis, and processing in AM.~ Developed a Probabilistic Factor Graph-based approach to automate material assignment process for design modeling tools (CAD/CAE/CAM).~ Optimized 3D models for target failure point using parametric FEA with ABAQUS and MATLAB’s toolbox.~ Worked on hand gesture recognition using machine learning techniques.

Buffalo, Ny, Us

Buffalo, Ny, Us

~ Guided and assisted students for the courses Engineering Material (MAE381), Engineering Materials Laboratory (MAE385), Fluid Mechanics and Heat Transfer Laboratory (MAE338), Aerospace Structures (MAE316), and Design Process and Methods (MAE451).

Palo Alto, California, Us

~ Worked on projects related to process simulation, planning, and optimization for the laser based AM with regard to geometry, material property, and process parameters.

Doctor Of Philosophy (Ph.D.), Mechanical Engineering

Bachelor'S Degree, Materials Science