Work
Projects
Tools, experiments, and side projects built alongside research and teaching.
Structural Response Theory
Force-free electrostatics as sources, fields, geometry, and response. A compact mathematical-physics mini-project that rebuilds classical electrostatics through the pipeline source → structure → response rather than treating force as primitive. Includes a small Python simulation, polished figures, and a short English guide with worked exercises.
QBRL — Quantum Birkhoff Routing Layers
A public research preview of a constrained routing principle for structured expert assignment. The method treats balanced expert assignment as a global structured optimization problem over legal assignment states, rather than independent local choices corrected afterward by balancing penalties. Full technical details are under review.
QTCL — Quantum-Inspired Temporal Control (preview)
Selected visual results from a private research prototype exploring quantum-inspired temporal control for video generation and editing. Public preview only — the full prototype is private.
QMF — Quantum Measurement Flow
Adaptive quantum measurement-flow prototype for non-commuting feature acquisition under finite measurement budgets. A research prototype with mixed-to-positive results.
QEGK Vision
Entangled group-invariant quantum kernels for visual symmetry and anomaly experiments. A simulator-based quantum-kernel research prototype.
QIFM — Quantum Interference Field Machine
Hamiltonian evolution and Born-rule readout explored as a neural-network alternative. An experimental, simulator-based learning architecture.
Q-SPF — Quantum Semantic Progress
Quantum semantic-progress functions for visual-sequence analysis and content-aware retiming. A simulator-based visual-sequence research prototype.
QWO — Quantum Wavefunction Optimizer
Wavefunction-based quantum optimization prototype for continuous machine-learning landscapes. An experimental optimizer with mixed results.