Complete notebook catalog¶
This page indexes every committed notebook without rewriting notebook cells. Use the curated interactive notebook guide for the recommended learning sequence and this catalog when you need a specific experiment.
Current inventory: 109 notebooks.
A notebook demonstrates a workflow; it does not by itself establish hardware validity, generalisation, clinical utility, quantum advantage, or product readiness. Follow the evidence and claim gates linked by the relevant guide.
Colab and Kaggle research¶
| Notebook | Cells | Execution and claim posture |
|---|---|---|
| Kaggle Aging K Decay | 2 text / 30 code | Research notebook; dataset, scientific, clinical, and hardware claims remain unpromoted. |
| Kaggle Anaesthesia Consciousness | 2 text / 38 code | Research notebook; dataset, scientific, clinical, and hardware claims remain unpromoted. |
| Kaggle Biochemical Validation | 4 text / 25 code | Research notebook; dataset, scientific, clinical, and hardware claims remain unpromoted. |
| Kaggle Bkt Universality | 1 text / 17 code | Research notebook; dataset, scientific, clinical, and hardware claims remain unpromoted. |
| Kaggle Bz Reaction | 4 text / 36 code | Research notebook; dataset, scientific, clinical, and hardware claims remain unpromoted. |
| Kaggle Calcium Waves | 3 text / 28 code | Research notebook; dataset, scientific, clinical, and hardware claims remain unpromoted. |
| Kaggle Cancer Hypersync | 5 text / 41 code | Research notebook; dataset, scientific, clinical, and hardware claims remain unpromoted. |
| Kaggle Cardiac Sa Node | 1 text / 41 code | Research notebook; dataset, scientific, clinical, and hardware claims remain unpromoted. |
| Kaggle Cilia Metachronal | 2 text / 30 code | Research notebook; dataset, scientific, clinical, and hardware claims remain unpromoted. |
| Kaggle Circadian Scn | 1 text / 33 code | Research notebook; dataset, scientific, clinical, and hardware claims remain unpromoted. |
| Kaggle Cochlear Mechanics | 5 text / 38 code | Research notebook; dataset, scientific, clinical, and hardware claims remain unpromoted. |
| Kaggle Csf Metals Chain | 1 text / 42 code | Research notebook; dataset, scientific, clinical, and hardware claims remain unpromoted. |
| DLA Parity Sectors: Do Top-Down and Bottom-Up Decohere Differently? | 3 text / 6 code | Research notebook; dataset, scientific, clinical, and hardware claims remain unpromoted. |
| Kaggle Dna Breathing | 3 text / 36 code | Research notebook; dataset, scientific, clinical, and hardware claims remain unpromoted. |
| Kaggle Entropy Production | 3 text / 30 code | Research notebook; dataset, scientific, clinical, and hardware claims remain unpromoted. |
| Kaggle Enzyme Extended Validation | 2 text / 18 code | Research notebook; dataset, scientific, clinical, and hardware claims remain unpromoted. |
| FIM-Lifted UPDE vs Standard Kuramoto | 2 text / 6 code | Research notebook; dataset, scientific, clinical, and hardware claims remain unpromoted. |
| Kaggle Firefly Sync | 5 text / 43 code | Research notebook; dataset, scientific, clinical, and hardware claims remain unpromoted. |
| Kaggle Fractal Self Similarity | 3 text / 49 code | Research notebook; dataset, scientific, clinical, and hardware claims remain unpromoted. |
| Kaggle Glycolytic Nfkb | 6 text / 36 code | Research notebook; dataset, scientific, clinical, and hardware claims remain unpromoted. |
| Kaggle Huygens Metronomes | 2 text / 29 code | Research notebook; dataset, scientific, clinical, and hardware claims remain unpromoted. |
| Kaggle Jax Gpu Validation | 2 text / 13 code | Research notebook; dataset, scientific, clinical, and hardware claims remain unpromoted. |
| Kaggle Josephson Qubits | 3 text / 36 code | Research notebook; dataset, scientific, clinical, and hardware claims remain unpromoted. |
| Kaggle Laser Modelocking | 2 text / 28 code | Research notebook; dataset, scientific, clinical, and hardware claims remain unpromoted. |
| Kaggle Magic Berry Qsl | 1 text / 16 code | Research notebook; dataset, scientific, clinical, and hardware claims remain unpromoted. |
| Kaggle Morphogenesis Clock | 3 text / 36 code | Research notebook; dataset, scientific, clinical, and hardware claims remain unpromoted. |
| Kaggle Neural Oscillations | 3 text / 43 code | Research notebook; dataset, scientific, clinical, and hardware claims remain unpromoted. |
| Kaggle Orbital Resonances | 5 text / 34 code | Research notebook; dataset, scientific, clinical, and hardware claims remain unpromoted. |
| Kaggle P4 Decoherence Cascade Plasticity | 3 text / 42 code | Research notebook; dataset, scientific, clinical, and hardware claims remain unpromoted. |
| Kaggle P4 Ephaptic Mechanotransduction | 4 text / 44 code | Research notebook; dataset, scientific, clinical, and hardware claims remain unpromoted. |
| Kaggle P4 Glial Slow Control | 1 text / 44 code | Research notebook; dataset, scientific, clinical, and hardware claims remain unpromoted. |
| Kaggle P4 Lunar Temperature Oscillation Death | 2 text / 53 code | Research notebook; dataset, scientific, clinical, and hardware claims remain unpromoted. |
| Kaggle P4 Organ Harmonic Chambers | 7 text / 41 code | Research notebook; dataset, scientific, clinical, and hardware claims remain unpromoted. |
| Kaggle P4 Stochastic Resonance Adler | 2 text / 40 code | Research notebook; dataset, scientific, clinical, and hardware claims remain unpromoted. |
| Kaggle P4 Synchronopathies | 1 text / 35 code | Research notebook; dataset, scientific, clinical, and hardware claims remain unpromoted. |
| Kaggle P4 Topological Metastability Info | 3 text / 37 code | Research notebook; dataset, scientific, clinical, and hardware claims remain unpromoted. |
| Kaggle Paper4 Griffiths Metastability | 8 text / 42 code | Research notebook; dataset, scientific, clinical, and hardware claims remain unpromoted. |
| Kaggle Photosynthesis Fmo | 2 text / 46 code | Research notebook; dataset, scientific, clinical, and hardware claims remain unpromoted. |
| Cross-Scale Phase Coherence: K_nm Predictions vs PhysioNet Data | 3 text / 8 code | Research notebook; dataset, scientific, clinical, and hardware claims remain unpromoted. |
| Kaggle Piezo Geometry Bio | 1 text / 33 code | Research notebook; dataset, scientific, clinical, and hardware claims remain unpromoted. |
| Kaggle Power Grid Sync | 1 text / 32 code | Research notebook; dataset, scientific, clinical, and hardware claims remain unpromoted. |
| Kaggle Protein Folding Kuramoto | 1 text / 17 code | Research notebook; dataset, scientific, clinical, and hardware claims remain unpromoted. |
| Kaggle Reservoir Computing | 1 text / 30 code | Research notebook; dataset, scientific, clinical, and hardware claims remain unpromoted. |
| Kaggle Schumann Theta | 1 text / 39 code | Research notebook; dataset, scientific, clinical, and hardware claims remain unpromoted. |
| Kaggle Sleep Spindles | 4 text / 37 code | Research notebook; dataset, scientific, clinical, and hardware claims remain unpromoted. |
| Kaggle Stochastic Resonance | 1 text / 34 code | Research notebook; dataset, scientific, clinical, and hardware claims remain unpromoted. |
| TDA of Consciousness States: Testing the Geometric Qualia Hypothesis | 3 text / 6 code | Research notebook; dataset, scientific, clinical, and hardware claims remain unpromoted. |
| Topological Resilience: Disease as K_nm Damage | 1 text / 6 code | Research notebook; dataset, scientific, clinical, and hardware claims remain unpromoted. |
| Kaggle Universal Correlations | 2 text / 54 code | Research notebook; dataset, scientific, clinical, and hardware claims remain unpromoted. |
| Kaggle Upde Tuning | 4 text / 44 code | Research notebook; dataset, scientific, clinical, and hardware claims remain unpromoted. |
| Kaggle Water Coupling | 3 text / 44 code | Research notebook; dataset, scientific, clinical, and hardware claims remain unpromoted. |
Current guided workflows¶
| Notebook | Cells | Execution and claim posture |
|---|---|---|
| Kuramoto Handbook Workflow | 1 text / 3 code | Local guided workflow; promotion requires the linked product or evidence gate. |
| Differentiable First Path | 1 text / 1 code | Local guided workflow; promotion requires the linked product or evidence gate. |
| Chimera and multiscale synchronisation control | 5 text / 4 code | Local guided workflow; promotion requires the linked product or evidence gate. |
| DLA and topology-constrained differentiable control | 6 text / 5 code | Local guided workflow; promotion requires the linked product or evidence gate. |
| Topology-Aware Quantum Kernel (BL-88) | 6 text / 5 code | Local guided workflow; promotion requires the linked product or evidence gate. |
Differentiable tutorials¶
| Notebook | Cells | Execution and claim posture |
|---|---|---|
| Parameter-shift VQE / Kuramoto-XY objective | 1 text / 1 code | Local tutorial; framework or hardware claims require their dedicated gates. |
| Gradient tape over simulator objective | 1 text / 1 code | Local tutorial; framework or hardware claims require their dedicated gates. |
| JAX batched quantum gradients | 1 text / 1 code | Local tutorial; framework or hardware claims require their dedicated gates. |
| PyTorch quantum layer | 1 text / 1 code | Local tutorial; framework or hardware claims require their dedicated gates. |
| Fail-closed boundaries / unsupported scenarios | 1 text / 1 code | Local tutorial; framework or hardware claims require their dedicated gates. |
| Sync witnesses + challenge fixture demo | 1 text / 1 code | Local tutorial; framework or hardware claims require their dedicated gates. |
Foundations and core workflows¶
| Notebook | Cells | Execution and claim posture |
|---|---|---|
| Kuramoto XY Dynamics on Quantum Hardware | 6 text / 6 code | Guided local workflow; hardware language requires a named evidence-ledger row. |
| VQE Ground State of the Kuramoto Hamiltonian | 6 text / 5 code | Guided local workflow; hardware language requires a named evidence-ledger row. |
| Error Mitigation: ZNE and Dynamical Decoupling | 6 text / 5 code | Guided local workflow; hardware language requires a named evidence-ledger row. |
| UPDE-16: Full 16-Layer SCPN Simulation | 6 text / 5 code | Guided local workflow; hardware language requires a named evidence-ledger row. |
| Cryptography and Entanglement from K_nm | 7 text / 6 code | Guided local workflow; hardware language requires a named evidence-ledger row. |
| 06 — Probabilistic Error Cancellation (PEC) | 5 text / 6 code | Guided local workflow; hardware language requires a named evidence-ledger row. |
| 07 — Quantum Advantage Scaling Benchmark | 6 text / 5 code | Guided local workflow; hardware language requires a named evidence-ledger row. |
| 08 — Identity Continuity Analysis | 6 text / 6 code | Guided local workflow; hardware language requires a named evidence-ledger row. |
| 09 — ITER Disruption Classifier | 4 text / 4 code | Guided local workflow; hardware language requires a named evidence-ledger row. |
| 10 — QSNN Training with Parameter-Shift Rule | 4 text / 4 code | Guided local workflow; hardware language requires a named evidence-ledger row. |
| 11 — Surface-Code UPDE Resource Estimation | 4 text / 4 code | Guided local workflow; hardware language requires a named evidence-ledger row. |
| 12 — Trapped-Ion Backend Comparison | 3 text / 3 code | Guided local workflow; hardware language requires a named evidence-ledger row. |
| 13 — Cross-Repo Integration Bridges | 5 text / 5 code | Guided local workflow; hardware language requires a named evidence-ledger row. |
Research campaign notebooks¶
| Notebook | Cells | Execution and claim posture |
|---|---|---|
| 14 — DLA Parity Sectors on IBM Quantum Hardware | 4 text / 6 code | Research notebook; interpret outputs only within its recorded data and claim boundary. |
| 15 — Inverse Layer Optimisation: Can K_nm Explain Real PLV? | 2 text / 9 code | Research notebook; interpret outputs only within its recorded data and claim boundary. |
| 16 — Alpha Calibration: UPDE Predictions vs Published Coupling Profiles | 2 text / 7 code | Research notebook; interpret outputs only within its recorded data and claim boundary. |
| 17 — Hierarchical N=16 Synchronisation | 5 text / 8 code | Research notebook; interpret outputs only within its recorded data and claim boundary. |
| 18 — Clinical TDA: Alzheimer's EEG Connectivity vs SCPN Predictions | 2 text / 7 code | Research notebook; interpret outputs only within its recorded data and claim boundary. |
| 19 — Directed Coupling: Is K_nm Asymmetric? | 1 text / 4 code | Research notebook; interpret outputs only within its recorded data and claim boundary. |
| 20 — Does the Strange Loop Create a First-Order Phase Transition? | 1 text / 5 code | Research notebook; interpret outputs only within its recorded data and claim boundary. |
| 21 — Scale Frustration: Predicting Pathology from K_nm Topology | 1 text / 5 code | Research notebook; interpret outputs only within its recorded data and claim boundary. |
| 22 — Cross-Frequency Observables on PhysioNet Sleep Data | 5 text / 6 code | Research notebook; interpret outputs only within its recorded data and claim boundary. |
| 23 — Geometric Curvature of the K_nm Scale Manifold | 7 text / 8 code | Research notebook; interpret outputs only within its recorded data and claim boundary. |
| 24 — Directed K_nm + FIM Strange Loop at N=16 | 2 text / 6 code | Research notebook; interpret outputs only within its recorded data and claim boundary. |
| 25 — FIM Scaling Law: λ_c(N) | 6 text / 7 code | Research notebook; interpret outputs only within its recorded data and claim boundary. |
| 26 — Full (K, λ) Phase Diagram at N=16 | 1 text / 5 code | Research notebook; interpret outputs only within its recorded data and claim boundary. |
| 27 — FIM Sync Stability: Hysteresis, Lyapunov, Noise Robustness | 6 text / 7 code | Research notebook; interpret outputs only within its recorded data and claim boundary. |
| 28 — Information-Theoretic Analysis of FIM Sync | 4 text / 5 code | Research notebook; interpret outputs only within its recorded data and claim boundary. |
| 29 — Multi-Scale Sync Dynamics Under FIM | 1 text / 6 code | Research notebook; interpret outputs only within its recorded data and claim boundary. |
| 30 — Empirical FIM Estimation from PhysioNet Sleep Data | 1 text / 5 code | Research notebook; interpret outputs only within its recorded data and claim boundary. |
| 31 — FIM × MBL Interaction: Does the Strange Loop Break Localisation? | 1 text / 4 code | Research notebook; interpret outputs only within its recorded data and claim boundary. |
| 32 — Chimera States Under FIM | 1 text / 3 code | Research notebook; interpret outputs only within its recorded data and claim boundary. |
| 33 — Entropy Production Rate: The Thermodynamic Cost of Self-Observation | 1 text / 4 code | Research notebook; interpret outputs only within its recorded data and claim boundary. |
| 34 — Critical Slowing Down Near FIM Transition | 1 text / 4 code | Research notebook; interpret outputs only within its recorded data and claim boundary. |
| 35 — Anaesthesia as λ Reduction: A Testable Prediction | 1 text / 4 code | Research notebook; interpret outputs only within its recorded data and claim boundary. |
| 36 — FIM Topology Universality | 1 text / 3 code | Research notebook; interpret outputs only within its recorded data and claim boundary. |
| 37 — Self-Consistent Mean-Field Theory of FIM-Kuramoto | 1 text / 6 code | Research notebook; interpret outputs only within its recorded data and claim boundary. |
| 38 — WHY Does FIM Enhance MBL? The Effective Disorder Mechanism | 1 text / 5 code | Research notebook; interpret outputs only within its recorded data and claim boundary. |
| 39 — IBM Hardware Tests v2: Fair DLA Parity + Sector Decoherence + FIM Protection | 4 text / 7 code | Research notebook; interpret outputs only within its recorded data and claim boundary. |
| 40 — SPO Cross-Validation Experiments | 5 text / 6 code | Research notebook; interpret outputs only within its recorded data and claim boundary. |
| 41 — Stochastic Resonance Under FIM | 1 text / 3 code | Research notebook; interpret outputs only within its recorded data and claim boundary. |
| 42 — Delayed FIM: Self-Observation with Time Lag | 1 text / 3 code | Research notebook; interpret outputs only within its recorded data and claim boundary. |
| 43 — FIM Critical Exponents: Does the Strange Loop Change Universality? | 1 text / 4 code | Research notebook; interpret outputs only within its recorded data and claim boundary. |
| 44 — FIM-Modulated Learning: Does Self-Observation Accelerate Adaptation? | 1 text / 3 code | Research notebook; interpret outputs only within its recorded data and claim boundary. |
| 45 — Noise as Quantum Purification | 1 text / 4 code | Research notebook; interpret outputs only within its recorded data and claim boundary. |
| 46 — Metabolic Scaling: The Brain's Power Budget from First Principles | 1 text / 4 code | Research notebook; interpret outputs only within its recorded data and claim boundary. |
| 47 — Winding Number and Topological Sectors Under FIM | 1 text / 3 code | Research notebook; interpret outputs only within its recorded data and claim boundary. |