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_posts/2025-08-21-digit-sensor-research.md

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index.html

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title: Home
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---
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## Research Overview
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My doctoral research focuses on advancing tactile sensing technologies and their applications in robotics and automation systems.
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### Current Projects
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#### 1. DIGIT Sensor Development
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Development of advanced tactile sensors using DIGIT technology for enhanced robotic manipulation and object recognition.
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**Key Features:**
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- High-resolution tactile imaging
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- Real-time contact detection
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- Integration with robotic systems
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#### 2. Haptic Simulation Framework
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Implementation of tactile feedback systems using the SOFA (Simulation Open Framework Architecture) for realistic haptic interactions.
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**Technologies:**
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- SOFA Framework
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- FEM simulation
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- Neural network integration
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#### 3. Perception Networks
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Machine learning approaches for processing tactile sensor data and enabling intelligent robotic decision-making.
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**Approaches:**
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- Deep neural networks
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- Computer vision techniques
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- Real-time processing algorithms
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### Research Impact
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My work contributes to the advancement of:
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- **Robotic Manipulation**: Improved dexterity and precision
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- **Automation Systems**: Enhanced safety and reliability
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- **Human-Robot Interaction**: More intuitive interfaces
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### Collaborations
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- [University/Lab Name]
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- [Industry Partner]
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- [Research Group]
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---
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For detailed publications and results, please see my [publications page]({{ site.baseurl }}/publications) or contact me directly.

publications.md

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**[Expected 2026]** - **Hong, T.**
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*"Accelerated, High-Fidelity Simulation of Deformable Bodies for Physics Abstraction in Robot Learning"*
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[Seoul National University], Department of [Mechanical Engineering]
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*Advisor: [Yong-Lae Park]*
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Seoul National University, Department of Mechanical Engineering
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*Advisor: Yong-Lae Park*
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[[PDF]](Publications/TaehwaHong_Thesis.pdf)
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