I am a researcher in the fields of fabrication, computational design and computer graphics. Particularly, I work on algorithms that enhance the design process for fabrication methods. Representative works are highlighted below in my publication list.
Previously, I was a research scientist at PARC. I received my PhD from Carnegie Mellon University. I was advised by Levent Burak Kara and worked in the Visual Design and Engineering Lab and Graphics Lab.
PATO: Producibility-Aware Topology Optimization using Deep Learning for Metal
Additive Manufacturing |
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Curvy: An Interactive Design Tool for Varying Density Support Structures |
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Sliding Basis Optimization for Heterogeneous Material Design |
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Manufacturability Oriented Model Correction and Build Direction Optimization for Additive Manufacturing |
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Structural Design Using Laplacian Shells |
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Concurrent Structure and Process Optimization for Minimum Cost Metal Additive Manufacturing |
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Enhancing the Structural Performance of Additively Manufactured Objects |
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Efficient Load Sampling for Worst-Case Structural Analysis Under Force Location Uncertainty |
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Lightweight Structure Design Under Force Location Uncertainty |
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Cost Minimization in Metal Additive Manufacturing Using Concurrent Structure and Process Optimization |
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A Data-Driven Approach to Predict Hand Positions for Two-Hand Grasps of Industrial Objects |
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Enhancing the Structural Performance of Additively Manufactured Objects Through Build Orientation Optimization |
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A Data-Driven Investigation and Estimation of Optimal Topologies Under Variable Loading Configurations |
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A Data-Driven Investigation and Estimation of Optimal Topologies Under Variable Loading Configurations |
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Design and Analysis of a Modular Learning Based Cross-Coupled Control Algorithm for Multi-Axis Precision Positioning Systems |
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Development and Validation of an Adaptive Method to Generate High-Resolution Quadrature Encoder Signals |
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Learning Based Cross-Coupled Control for Multi-Axis High Precision Positioning Systems |
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Adaptive Correction and Look-Up Table Based Interpolation of Quadrature Encoder Signals |
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Mechatronic Design of a Modular Three-Axis Slider System for High-Precision Positioning Applications |