Machine Learning Prediction of Quantum Field Statistics
Predicting quantum field statistics from atomic population dynamics using advanced neural architectures.
Research Documents
The Lab
Where I bend light, chase photons, and explore the frontiers of quantum mechanics.
Publications
Number-State Filtration in Jaynes–Cummings Model
Investigating collapse and revival features in quantum optics and light-matter interactions.
Projects
Sept 2025
Photonic Graph Optimization
A hybrid pipeline for photonic design using JAX and discrete optimization for high performance optics.
Oct 2024
Quantum PDF Fitting
Modeling the up-quark parton distribution function using parametric circuits and experimental data analysis.
Aug 2024
Brownian Motion & QRNG
Using a 29-qubit processor to drive true random walk simulations with genuine quantum randomness.
Oct 2024
Matrix vs Tensor Multiplication
Demonstrating efficiency differences between matrix and tensor operations in complex quantum simulations.
Aug 2024
Logic Gate Emulator
Built with PennyLane and Flask to simulate quantum circuits from custom user-defined gate sequences.
State Engineering
Quantum Metrology
Implemented Tachikoma algorithm in JAX for high Quantum Fisher Information search and state engineering.