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Remote reading internship focused on higher order van Hove singularities and their connection to flat bands. Presented an annual review paper at Dr. Ipsita's research group.
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Worked on developing a software using VISPY and QtPy5 to analyze and visualize magnons on different kinds of lattice systems in 3D visuals based on generalised linear spin wave theory.
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<pclass="project-overlay-tech">Condensed Matter Theory • Flat Bands • van Hove Singularities</p>
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<divclass="project-overlay-links">
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<spanclass="project-overlay-link"> Magnons</span>
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<spanclass="project-overlay-link"> Many body theory</span>
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</div>
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<pclass="project-overlay-tech">Many body theory • Heisenberg interaction • Dzyaloshinskii - Moriya interaction</p>
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<pclass="click-hint">Click to read full project details →</p>
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</div>
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</div>
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</div>
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<!-- Research Project 2 - Magnon Visualisation -->
<h3class="project-overlay-title">ML-Based Digital Holographic Microscopy</h3>
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<pclass="project-overlay-description">
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Worked on developing a software using VISPY and QtPy5 to analyze and visualize magnons on different kinds of lattice systems in 3D visuals based on generalised linear spin wave theory.
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Developed machine learning solutions for 3D particle tracking in holographic microscopy. Used U-Net and LodeSTAR models to analyze off-axis holographic data from lab-on-chip systems with gold nanorods.
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</p>
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<divclass="project-overlay-links">
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<spanclass="project-overlay-link"> Magnons</span>
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<spanclass="project-overlay-link"> Many body theory</span>
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<spanclass="project-overlay-link"> ML Models</span>
<h3class="project-overlay-title">ML-Based Digital Holographic Microscopy</h3>
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<h3class="project-overlay-title">Higher Order van Hove Singularities</h3>
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<pclass="project-overlay-description">
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Developed machine learning solutions for 3D particle tracking in holographic microscopy. Used U-Net and LodeSTAR models to analyze off-axis holographic data from lab-on-chip systems with gold nanorods.
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Remote reading internship focused on higher order van Hove singularities and their connection to flat bands. Presented an annual review paper at Dr. Ipsita's research group.
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</p>
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<divclass="project-overlay-links">
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<spanclass="project-overlay-link"> ML Models</span>
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