Classical nervous system for quantum machines - real-time coherence assessment via dynamic min-cut
Experimental quantum-classical hybrid algorithms - quantum memory decay, interference search, reasoning error correction, swarm interference for AI systems
High-performance quantum circuit simulator in pure Rust - state-vector simulation with SIMD acceleration, noise models, and multi-threading
Production-ready quantum algorithms in Rust - VQE for chemistry, Grover's search, QAOA optimization, Surface Code error correction
Neural Quantum Error Decoder (NQED) - GNN-based decoder with O(d^2) Mamba state-space architecture
Anytime-Valid Quantum Kernel Coherence Monitor (AV-QKCM) - Sequential MMD testing with e-values for quantum syndrome distribution drift detection
Run quantum simulations in the browser - WebAssembly bindings for quantum circuits with 25-qubit support, VQE, Grover, QAOA
Quantum-Assisted Reinforcement Learning Policy - exploratory quantum RL implementation with variational circuits
Quantum Echo-Attention Reservoir (QEAR) - Combining quantum reservoir computing with attention mechanisms for time series processing
Quantum Federated Learning with Byzantine Tolerance - Privacy-preserving distributed quantum ML
Quantum Graph Attention for Molecules - combines quantum mechanics with graph attention networks for molecular simulation
Variational Quantum Neural Architecture Search (VQ-NAS) - Automated quantum circuit architecture discovery with evolutionary and Bayesian optimization