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title: Home
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---
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{% assign research_page = site.pages | where: "title", "Research" | first %}
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{{ research_page.content }}
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<h2>Research Overview</h2>
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<p>My doctoral research focuses on advancing tactile sensing technologies and their applications in robotics and automation systems.</p>
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<h3>Current Projects</h3>
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<h4>1. DIGIT Sensor Development</h4>
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<p>Development of advanced tactile sensors using DIGIT technology for enhanced robotic manipulation and object recognition.</p>
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<p><strong>Key Features:</strong></p>
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<ul>
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<li>High-resolution tactile imaging</li>
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<li>Real-time contact detection</li>
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<li>Integration with robotic systems</li>
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</ul>
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<h4>2. Haptic Simulation Framework</h4>
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<p>Implementation of tactile feedback systems using the SOFA (Simulation Open Framework Architecture) for realistic haptic interactions.</p>
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<p><strong>Technologies:</strong></p>
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<ul>
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<li>SOFA Framework</li>
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<li>FEM simulation</li>
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<li>Neural network integration</li>
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</ul>
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<h4>3. Perception Networks</h4>
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<p>Machine learning approaches for processing tactile sensor data and enabling intelligent robotic decision-making.</p>
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<p><strong>Approaches:</strong></p>
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<ul>
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<li>Deep neural networks</li>
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<li>Computer vision techniques</li>
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<li>Real-time processing algorithms</li>
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</ul>
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<h3>Research Impact</h3>
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<p>My work contributes to the advancement of:</p>
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<ul>
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<li><strong>Robotic Manipulation</strong>: Improved dexterity and precision</li>
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<li><strong>Automation Systems</strong>: Enhanced safety and reliability</li>
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<li><strong>Human-Robot Interaction</strong>: More intuitive interfaces</li>
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</ul>
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<h3>Collaborations</h3>
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<ul>
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<li>[University/Lab Name]</li>
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<li>[Industry Partner]</li>
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<li>[Research Group]</li>
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</ul>
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<hr>
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<p>For detailed publications and results, please see my <a href="{{ site.baseurl }}/publications">publications page</a> or contact me directly.</p>

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