QRC on disordered XXZ spin chains — temporal benchmarks, memory capacity, Pauli readout, Ridge regression, spintronic gate set.
Implementation of Recurrence-free QRC with denoising for optimal training
Open-source noise models for Rigetti quantum processors (Novera 9Q, Cepheus-1 36Q). Dual PyQuil/Qiskit implementations.
Source for Markus Baumann's public research website and identity hub.
Hybrid quantum reservoir computing for SPY volatility forecasting — a fixed quantum reservoir learns the residual a GARCH prior misses, executed on real IQM Emerald and QuEra Aquila hardware via qBraid. Team Quanties · GIC 2026 (Track A).
Transferable operating bands in dissipative quantum reservoirs, with task-free memory screening (QCE26).
Live personal website for Markus Baumann, researcher in quantum reservoir computing and quantum machine learning.
Interactive Quantum Reservoir Computing learning platform with spaced-repetition flashcards.
Archival research project on statistically learnable Quantum Reservoir Computing.
Weak inter-block coupling window in modular quantum circuits: entanglement/trainability tradeoff, depth law g*(L) ≈ 1.2/√L with a confirmed pre-registered prediction. Reproducible numpy POCs.
Public profile for quantum reservoir computing, quantum machine learning, time-series forecasting, and reproducible research workflows.
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