https://www.oxygenstates.org/index daily 0.75 2026-05-15 https://www.oxygenstates.org/index/admissibility-vs-accessibility monthly 0.5 2026-05-15 https://images.squarespace-cdn.com/content/v1/69488120de909c712f1d5795/1775304390152-7CFQDRBZ7CC2NN5P2Q9Z/Accessiblity+vs+Admissibility.png Zenodo Papers - Admissibility vs Accessibility: A Minimal Rate-Dependent Constraint on Reachability in Dynamical Systems - Make it stand out Whatever it is, the way you tell your story online can make all the difference. https://www.oxygenstates.org/index/the-oxygen-octave-foundations-quantitative-correlations-across-vibrational-systems-c48f8-9xy8m monthly 0.5 2026-05-15 https://www.oxygenstates.org/index/the-oxygen-octave-foundations-quantitative-correlations-across-vibrational-systems-c48f8 monthly 0.5 2026-05-15 https://www.oxygenstates.org/index/the-oxygen-octave-foundations-quantitative-correlations-across-vibrational-systems monthly 0.5 2026-05-15 https://www.oxygenstates.org/index/the-oxygen-ladder-minimal-geometricelectronic-rearrangement-as-an-organizing-principle-for-oxygen-chemistry monthly 0.5 2026-05-15 https://www.oxygenstates.org/index/the-oxygen-exchange-anisotropy-ratio-oear-a-reproducible-exchange-driven-descriptor-in-open-shell-oxygen monthly 0.5 2026-05-15 https://www.oxygenstates.org/index/pythagorean-harmonic-geometry-as-oxygen-curvature-invariance monthly 0.5 2026-05-15 https://www.oxygenstates.org/index/c9d6iz21nsdljllkcth3nlz5o2jz7k monthly 0.5 2026-05-15 https://www.oxygenstates.org/index/je3xe6dwwvoebfuw61otjj7cwim5ec monthly 0.5 2026-05-15 https://www.oxygenstates.org/index/from-zero-to-open-question-a-controlled-stress-test-of-humanai-scientific-reasoning-under-maximum-transparency-constraints monthly 0.5 2026-05-15 https://www.oxygenstates.org/index/the-librarian-model monthly 0.5 2026-05-15 https://www.oxygenstates.org/index/atmospheric-down-conversion-of-the-oxygen-vibronic-mode-a-technical-note-on-a-curious-numerical-alignment-with-the-schumann-fundamenta monthly 0.5 2026-05-15 https://www.oxygenstates.org/index/thermal-coherence-transitions-in-water-the-lock-model-v10-part-of-the-oxygen-octave-series monthly 0.5 2026-05-15 https://www.oxygenstates.org/index/ai-guided-structural-hypothesis-formation-the-oxygen-octave-as-a-case-study-in-humanai-coherence-assisted-thinking-cat monthly 0.5 2026-05-15 https://www.oxygenstates.org/index/dynamic-conversational-science-dcs-a-framework-for-humanai-co-discovery monthly 0.5 2026-05-15 https://www.oxygenstates.org/index/the-live-signal-method-a-framework-for-real-time-scientific-reasoning-in-open-networks monthly 0.5 2026-05-15 https://www.oxygenstates.org/index/methodological-clarifications-falsifiability-criteria-hallucination-analysis-amp-real-time-open-science-protocol monthly 0.5 2026-05-15 https://www.oxygenstates.org/index/category/FOUNDATIONAL+FRAMEWORKS+-+Core+conceptual+and+operational+foundations+of+the+Oxygen+States+framework monthly 0.5 https://www.oxygenstates.org/index/category/STRUCTURAL+INVARIANTS+OF+OXYGEN+-+Geometric+electronic%2C+and+exchange-related+constraints+associated+with+oxygen+organization monthly 0.5 https://www.oxygenstates.org/index/category/GEOMETRIC+CONTINUITY+ACROSS+SCALES++-+Cross-scale+invariant+structures+spanning+molecular+thermal%2C+and+elastic+regimes monthly 0.5 https://www.oxygenstates.org/index/category/EXPLORATORY+CASE+STUDIES+-+Exploratory+applications+and+non-claiming+extensions+of+the+framework monthly 0.5 https://www.oxygenstates.org/index/category/HUMAN%E2%80%93AI+SCIENTIFIC+METHODOLOGY+-+How+the+research+is+conducted+validated%2C+and+stress-tested monthly 0.5 https://www.oxygenstates.org/github-experiments daily 0.75 2026-05-20 https://www.oxygenstates.org/github-experiments/operational-future-accessibility-under-recoverability-constraints monthly 0.5 2026-05-20 https://images.squarespace-cdn.com/content/v1/69488120de909c712f1d5795/1779285526125-4NMZGZ2HZ28YZMR5LWGX/operational_erc_regime_map_with_boundary.png GitHub Experiments - A Minimal Computational Framework for Accessibility Erosion and Operational Geometry - Make it stand out The simulations reveal progressively reorganized operational accessibility regions under repeated perturbation history. Recoverable and degraded future regions separate through an approximate recoverability boundary, suggesting that future accessibility may become increasingly constrained as accumulated damage memory grows. https://www.oxygenstates.org/github-experiments/progressive-future-accessibility-loss monthly 0.5 2026-05-20 https://images.squarespace-cdn.com/content/v1/69488120de909c712f1d5795/8b9597ce-0745-463d-8f0a-8c67736ed47b/observer_dependent_recoverability_trajectories.png GitHub Experiments - Progressive Future Accessibility Loss - Make it stand out The simulations reveal progressively divergent recoverability trajectories under identical external perturbation schedules. Slower-recovery systems remain dynamically active while progressively losing operational access to future regions despite identical external forcing conditions and externally elapsed time. https://www.oxygenstates.org/github-experiments/functional-time-and-recoverability-window monthly 0.5 2026-05-12 https://images.squarespace-cdn.com/content/v1/69488120de909c712f1d5795/723fabf2-b5b1-47cf-aaee-88efb57a7326/figSum.png GitHub Experiments - Functional Time and Recoverability Window - Make it stand out The simulations reveal structured recoverability boundaries, gradual degradation of operational recovery margin, ratio-organized accessibility transitions, stochastic accessibility bands, history-dependent recoverability, and numerically robust transition structures across parameter space. https://www.oxygenstates.org/github-experiments/oxygen-centered-dynamical-organization-of-chemical-space monthly 0.5 2026-05-07 https://images.squarespace-cdn.com/content/v1/69488120de909c712f1d5795/202cd3e9-8b76-462b-9ae9-f36a1de22377/fig3+png.png GitHub Experiments - Oxygen-centered dynamical organization of chemical space - Make it stand out Recoverability (ERC vulnerability) along the candidate dynamical axis (PC1). A structured gradient appears to emerge despite weak correlation with simple geometric distance metrics. https://www.oxygenstates.org/github-experiments/oxygen-relative-erc-model monthly 0.5 2026-05-04 https://images.squarespace-cdn.com/content/v1/69488120de909c712f1d5795/b1d199f7-3ca4-4238-b5fa-cd5146886c96/fig1.png GitHub Experiments - Oxygen-relative chemical space may encode structured dynamical accessibility regimes - Make it stand out Oxygen-relative chemical space reveals structured dynamical regimes.
Each point represents an element positioned by its distance to oxygen and its fraction of trajectories exhibiting damage-before-nonreturn behavior. https://www.oxygenstates.org/github-experiments/oxygen-sulfur-shared-local-geometry-periodic-table monthly 0.5 2026-04-28 https://images.squarespace-cdn.com/content/v1/69488120de909c712f1d5795/58d7ec9f-dc1e-4925-8095-9703c2e5a91a/fig1.png GitHub Experiments - Oxygen and sulfur appear to define a shared local geometry in multivariable periodic table space - Make it stand out Representative 3D oxygen-centered PCA space across the 118-element periodic table. Elements are positioned according to a shared multivariable embedding built from electronegativity, electron affinity, ionization energy, oxygen-affinity proxy, redox-flexibility proxy, group, and period. Oxygen appears inside a limited local neighborhood enriched in sulfur-family elements, halogens, and catalytically active metals, while noble gases and alkali metals remain structurally distant. https://www.oxygenstates.org/github-experiments/heterogeneous-recoverability-in-gene-expression-post-hypoxia-reoxygenation-gse1041 monthly 0.5 2026-04-17 https://images.squarespace-cdn.com/content/v1/69488120de909c712f1d5795/1775322037226-JU1P3Q0JQNB6RHHTCNIQ/fig4.png GitHub Experiments - Heterogeneous Recoverability in Gene Expression —Post-Hypoxia Reoxygenation (GSE1041) - Make it stand out Representative gene expression trajectories following hypoxia–reoxygenation. While many trajectories return toward baseline, a subset remains displaced at 24h, suggesting that recovery may not be uniformly accessible within a finite observation window. https://www.oxygenstates.org/github-experiments/endogenous-reachability-collapse-erc monthly 0.5 2026-04-04 https://images.squarespace-cdn.com/content/v1/69488120de909c712f1d5795/1774555352402-8A92GJCEFOEUZ4ZC0411/fig8.png GitHub Experiments - Endogenous Reachability Collapse (ERC) — Minimal Recoverability Framework - Make it stand out Recoverability boundary under increasing internal constraint. The system retains valid states, but transitions abruptly from recoverable to non-recoverable regimes as accessibility is lost. https://www.oxygenstates.org/github-experiments/endogenous-reachability-collapse-erc-rate-dependent-reachability-collapse monthly 0.5 2026-03-26 https://images.squarespace-cdn.com/content/v1/69488120de909c712f1d5795/0ae276f3-abd5-4bc5-a396-a6094dba1b57/fig-4.png GitHub Experiments - Endogenous Reachability Collapse (ERC) — Rate-dependent Reachability Collapse - Make it stand out Whatever it is, the way you tell your story online can make all the difference. https://www.oxygenstates.org/github-experiments/endogenous-reachability-collapse-erc-ensemble-behavior monthly 0.5 2026-03-23 https://images.squarespace-cdn.com/content/v1/69488120de909c712f1d5795/8a062333-fd99-4d65-ad42-2c21f1245ea8/fig2.png GitHub Experiments - Endogenous Reachability Collapse (ERC) — Ensemble Behavior - Make it stand out Whatever it is, the way you tell your story online can make all the difference. https://www.oxygenstates.org/github-experiments/endogenous-reachability-collapse-erc-minimal-dynamical-model monthly 0.5 2026-03-23 https://images.squarespace-cdn.com/content/v1/69488120de909c712f1d5795/7c169ad4-b54d-45d1-a319-3cf9600232c3/fig1.png GitHub Experiments - Endogenous Reachability Collapse (ERC) — Minimal Dynamical Model - Make it stand out Whatever it is, the way you tell your story online can make all the difference. https://www.oxygenstates.org/github-experiments/structural-accessibility-boundary monthly 0.5 2026-03-23 https://images.squarespace-cdn.com/content/v1/69488120de909c712f1d5795/7328d6a0-9be9-4bad-acf6-7245d8d11e85/fig1.png GitHub Experiments - Structural Accessibility Boundary — Minimal H–O Redox Network - Make it stand out Whatever it is, the way you tell your story online can make all the difference. https://www.oxygenstates.org/github-experiments/oxygen-regime-boundary-minimal-mode monthly 0.5 2026-03-20 https://images.squarespace-cdn.com/content/v1/69488120de909c712f1d5795/f5e86cd4-6923-4457-9f66-924c114fe7da/oxygen_regime_boundary_visual.png GitHub Experiments - Oxygen Regime Boundary — Minimal Model - Make it stand out Whatever it is, the way you tell your story online can make all the difference. https://www.oxygenstates.org/github-experiments/functional-boundary-analysi monthly 0.5 2026-03-18 https://images.squarespace-cdn.com/content/v1/69488120de909c712f1d5795/82badd2e-4214-4164-8be9-d0e20e4235c3/functional_boundary_visual.png GitHub Experiments - Functional Boundary Analysis in a 2D Nonlinear System - Make it stand out Whatever it is, the way you tell your story online can make all the difference. https://www.oxygenstates.org/github-experiments/the-oxygen-octave-v161 monthly 0.5 2026-03-18 https://images.squarespace-cdn.com/content/v1/69488120de909c712f1d5795/76261eb5-5443-42b5-8bcc-c498c4c48c81/oxygen_octave_visual.png GitHub Experiments - The Oxygen Octave — v1.6.1 - Make it stand out Whatever it is, the way you tell your story online can make all the difference. https://www.oxygenstates.org/github-experiments/category/GitHub monthly 0.5 https://www.oxygenstates.org/home daily 1.0 2026-05-15 https://www.oxygenstates.org/contact daily 0.75 2026-05-12