Blog
Welcome to my blog! I will be sharing updates about my research, projects, and other thoughts here. Stay tuned for more!
Thesis Work
Frameworks, milestones, and conceptual progressions from my PhD thesis.
From Quantum Correlations to Their Microscopic Origin: A Journey Through Noise, Memory, and Open-System Dynamics
How quantum correlations can be characterized, protected, understood under correlated noise, and ultimately connected to their microscopic physical origin.
Research Articles
Deep-dives into published papers, theoretical derivations, and discoveries.
Supercharging Quantum Energy Storage: Heisenberg Spin Networks and the Dzyaloshinskii–Moriya Interaction
How anisotropic Heisenberg spin networks, non-trivial network topologies, and Dzyaloshinskii–Moriya interactions revolutionize the charging power and ergotropy extraction of quantum batteries.
Quantum Machine Learning for Quantum State Classification: From QSVMs to Quantum Neural Networks
Exploring how Quantum Support Vector Machines (QSVM) and Variational Quantum Neural Networks (QNN) overcome the exponential bottlenecks of quantum state tomography to classify complex quantum states.
Collaboration Work
Collaborative projects with research groups across quantum machine learning and quantum information.
Exploring Non-Markovian Dynamics in Depolarizing Maps
A comprehensive exploration of memory effects, CP-divisibility breakdown, and information backflow in isotropic quantum depolarizing channels, published in Physical Review A.
Quantum Information Educational
Pedagogical notes, beginner-friendly introductions, and educational guides on quantum concepts.
Understanding Correlated Quantum Channels: An Educational Primer
A conceptual guide to correlated quantum noise, channel memory parameter μ, decoherence-free subspaces, and entanglement preservation.
Foundations of Quantum Information: From Qubits and Superposition to Density Matrices
An educational guide to the mathematical foundations of quantum information: pure states, the geometry of the Bloch sphere, and density operators.
Other Updates
General announcements and updates.
