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• Formalizzazione avanzata e rigorosa di un sistema di Rappresentazione della Conoscenza e Ragionamento (Knowledge Representation and Reasoning - KRR), nucleo fondamentale della I.A. Simbolica (GOFAI - Good Old-Fashioned AI). UKH – Universal Cognitive Hypergraph: A Neuro‑symbolic Topological‑Functional Framework for Multi‑Domain Scientific Discovery
  DOI: 10.5281/zenodo.20517166Author: Luigi Usai (ORCID: 0009-0003-3001-717X)Release date: 2026-06-13 ABSTRACT UKH (Universal Cognitive Hypergraph), implemented by the MNSVSA engine (Monadic Neuro‑Symbolic Verification and Synthesis Architecture), is a neuro‑sym…
  datacite Usai, Luigi 2026 置信度 0.66 MNSVSALuigi UsaiUsai LuigiI.A.I.A. Simbolica
• From Substrate-Centric Physiology to Informational Regulation: Emerging Principles of Adaptive Biological Systems
  About this supplement: What if ageing and functional decline are not merely the result of structural exhaustion or a shortage of nutrients, but rather a loss of informational fidelity and cellular "noise"? Serving as a conceptual and theoretical companion to o…
  datacite Naumenko, Volodymyr 2026 置信度 0.66 Systems biology, informational regulation, aging, information theory of aging, bio-cybernetic control, epigenetic information, biological efficiency, Molecularly Structured Protein Matrix (MSPM), MSPM-NASP framework, BiomEnforcer, ultra-low-dose interventions, developmental bioelectricity, proteostasis, metabolic robustness.
• Discrete 3D+3D Temporal Geometry: A Single-Axiom Unified Framework for Galactic Dynamics, Cosmology, and Quantum Coherence
  Discrete 3D+3D Temporal Geometry: A Single-Axiom Unified Framework for Galactic Dynamics, Cosmology, Particle Physics, and Quantum Coherence Authors/Creators: Calzighetti, Simone (Project leader) · Lucy (Claude, Anthropic) — AI co-author, primary derivation en…
  datacite Calzighetti, Simone 2025 置信度 0.66 six-dimensional spacetime; 3D+3D geometry; temporal extra dimensions; modified gravity; screening mechanism; dark matter alternatives; galactic rotation curves; cosmic filaments; harmonic length scales; dark energy dynamics; Hubble tension; inflationary dynamics; black hole interior; singularity resolution; PTA gravitational wavesgeometric entanglement resonance, golden ratio physics, extra dimensions, quantum coherence, crystal geometryc/a ratio √2, modular parameter τ=i/φ, mode coupling, ThCr₂Si₂ structure, Kondo lattice, valence fluctuationgalaxy rotation curves, low surface brightness galaxies, modified gravity, dark matter alternatives, Helmholtz equation, 6D spacetime, extra dimensions, GLSB galaxies, disk scale length, SPARCFibonacci matrix modular kinetic matrix arithmetic triple golden ratio dark energy equation of state cosmological attractor geometric efficiency extra dimensions six-dimensional spacetime temporal torus compactification algebraic identity matrix determinant arithmetic mean identity uniqueness theorem modified gravity 3D+3D framework structural conjecture Einstein-frame coupling Kaluza-Klein reduction
• Direktes GKV-Einsparpotenzial in Höhe von knapp 8,5 Milliarden Euro und prospektive Verhinderung volkswirtschaftlicher Belastung in zweistelliger Milliardenhöhe im kassenärztlichen Routinebetrieb über 10 Jahre durch das Inferiority Test Design (Pohl-Hypothese ©)
  TITEL: Direktes GKV-Einsparpotenzial in Höhe von knapp 8,5 Milliarden Euro und prospektive Verhinderung volkswirtschaftlicher Belastung in zweistelliger Milliardenhöhe im kassenärztlichen Routinebetrieb über 10 Jahre durch das Inferiority Test Design (Pohl-Hyp…
  datacite Pohl, Christoph, MD 2026 置信度 0.66
• Dunkle Feurophoenix Wave Functional (DFWF): A Cross-Dimensional Harmonic Resonance Hypothesis for Music, Wave Propagation, and Interdimensional Entanglement with Fifteen Sensor Detection Protocols
  This preprint presents the Dunkle Feurophoenix Wave Functional (DFWF) hypothesis — a speculative but mathematically grounded theoretical framework proposing that music is not solely a physical phenomenon arising from pressure waves in three-dimensional space, …
  datacite Hermatz, Paul 2026 置信度 0.66 Extra dimensionsQuantum field theoryQuantum WaveDetectionMusic
• Dunkle Feurophoenix Wave Functional (DFWF): A Cross-Dimensional Harmonic Resonance Hypothesis for Music, Wave Propagation, and Interdimensional Entanglement with Fifteen Sensor Detection Protocols
  This preprint presents the Dunkle Feurophoenix Wave Functional (DFWF) hypothesis — a speculative but mathematically grounded theoretical framework proposing that music is not solely a physical phenomenon arising from pressure waves in three-dimensional space, …
  datacite Hermatz, Paul 2026 置信度 0.66 Extra dimensionsQuantum field theoryQuantum WaveDetectionMusic
• The White Puzzle: A Framework for Computation as a Recursive‑Harmonic Phenomenon
  The White Puzzle: A Framework for Computation as a Recursive‑Harmonic Phenomenon Abstract Computation can be re-imagined as a recursive harmonic process rather than a series of discrete logical steps. This thesis introduces “the White Puzzle”, a foundational c…
  datacite KULIK, DEAN 2025 置信度 0.66
• The White Puzzle: A Framework for Computation as a Recursive‑Harmonic Phenomenon
  The White Puzzle: A Framework for Computation as a Recursive‑Harmonic Phenomenon Abstract Computation can be re-imagined as a recursive harmonic process rather than a series of discrete logical steps. This thesis introduces “the White Puzzle”, a foundational c…
  datacite KULIK, DEAN 2025 置信度 0.66
• The Nobel Prize That Never Existed: Nutrition's Century of Hidden Victories — and the Science Still Waiting to Be Found
  Abstract There is no Nobel Prize in Nutrition. A search of official prize motivations across the Nobel Foundation's history yields the word "nutrition" exactly once — in the 1945 Chemistry Prize to Artturi Virtanen for agricultural and nutrition chemistry (Nob…
  datacite Murff, Paul 2026 置信度 0.66 Nobel Prizenutritionhistory of sciencemetabolismHaber–Bosch
• The Universal Form of Historical-Genetic Logic: From the Propositional Matrix to the Computable Index
  The Universal Form of Historical-Genetic Logic: From the Propositional Matrix to the Computable Index DOI: 10.5281/zenodo.20722796 Author: Aikaterini Xenopoulou Tyrokomou Independent ResearcherORCID: 0009 0004 9057 7432Email: katerinaxenopoulou@gmail.com Theor…
  datacite XENOPOULOU-TYROKOMOU, AKATERINH, XENOPOULOS(In memoriam), EPAMEINONDAS 2026 置信度 0.66 Historical-Genetic Logic, Formal-Dialectical Logic, Propositional Matrix of the World, XEPTQLRI Index, Dialectical Intensity, Historical Memory, Paradox Factor, Aufhebung, Critical Transitions, Phase Transitions, Bifurcations, Early Warning Signals, Maximum Lyapunov Exponent, Nonlinear Dynamics, Complex Systems, COVID-19 Epidemiology, Quantum Systems, Lindblad Equation, LSTM Neural Networks, Stochastic Differential Equations, Structural Stability, Dual Temporality
• Topological Invariance of Signaling Obstructions in the INSR-PI3K-Akt Pathway
  Title: Topological Invariance of Signaling Obstructions in the INSR-PI3K-Akt Pathway: A Quantum Circuit Simulation Description: This research investigates the insulin signaling pathway (INSR-PI3K-Akt) by applying Sheaf Theory within a quantum circuit simulatio…
  datacite Usai, Luigi 2026 置信度 0.66 Teoria dei FasciSheaf TheoryCircuiti QuantisticiQuantum CircuitsPathway dell'Insulina
• Topological Asymmetry and Non-Orientable Dynamics: From Pre-Metric Spacetime to Macroscopic Fluidic Diodicity
  Topological Asymmetry and Non-Orientable Dynamics: From Pre-Metric Spacetime to Macroscopic Fluidic Diodicity Introduction to Asymmetric Projection and Topology in Physical Systems The classical paradigms of physical science and applied engineering have histor…
  datacite Kulik, Dean 2026 置信度 0.66
• Topological Asymmetry and Non-Orientable Dynamics: From Pre-Metric Spacetime to Macroscopic Fluidic Diodicity
  Topological Asymmetry and Non-Orientable Dynamics: From Pre-Metric Spacetime to Macroscopic Fluidic Diodicity Introduction to Asymmetric Projection and Topology in Physical Systems The classical paradigms of physical science and applied engineering have histor…
  datacite Kulik, Dean 2026 置信度 0.66
• Cardisoma Latreille 1828, restrict
  Genus Cardisoma Latreille, 1828 restrict. Cardisoma Latreille, 1828: 685. Cardiosoma Agassiz, 1846 (incorrect spelling for Cardisoma Latreille, in Latreille, Le Peletier, Serville & Guérin, 1828). Perigrapsus Heller, 1862 (type species: Perigrapsus excelsus He…
  datacite Paula, Danièle Guinot, Rodríguez Moreno, Paula A. 2026 置信度 0.66 BiodiversityTaxonomyAnimaliaArthropodaMalacostraca
• Cardisoma Latreille 1828, restrict
  Genus Cardisoma Latreille, 1828 restrict. Cardisoma Latreille, 1828: 685. Cardiosoma Agassiz, 1846 (incorrect spelling for Cardisoma Latreille, in Latreille, Le Peletier, Serville & Guérin, 1828). Perigrapsus Heller, 1862 (type species: Perigrapsus excelsus He…
  datacite Paula, Danièle Guinot, Rodríguez Moreno, Paula A. 2026 置信度 0.66 BiodiversityTaxonomyAnimaliaArthropodaMalacostraca
• The Secret Behind Red-Light Therapy: The Minimal Absorption Paradox and the Nitric Oxide Hypothesis
  Researchers at the University of São Paulo in Brazil have published a review analyzing the photophysical mechanisms by which red light (600-700 nm) produces stimulatory and healing effects in the skin. Red light turns out to be absorbed the least by the skin's…
  datacite inquantio 2026 置信度 0.66 quantum biology
• The Secret Behind Red-Light Therapy: The Minimal Absorption Paradox and the Nitric Oxide Hypothesis
  Researchers at the University of São Paulo in Brazil have published a review analyzing the photophysical mechanisms by which red light (600-700 nm) produces stimulatory and healing effects in the skin. Red light turns out to be absorbed the least by the skin's…
  datacite inquantio 2026 置信度 0.66 quantum biology
• Studie: Bewusstsein als rekursiver Informationsabgleich in selbsterhaltenden Systemen
  Ein testbares Rahmenmodell der Ganzheitlichen Informationstheorie (GIT) Revised Scientific 2.0 Version with testable framework, measurable variables and interdisciplinary research programme (Studie ///) Autor: Dieter W. Liedtke Jahre: 1970-2026 Lizenz: CC BY 4…
  datacite Liedtke, Dieter Walter 2026 置信度 0.66
• Studie: Bewusstsein als rekursiver Informationsabgleich in selbsterhaltenden Systemen
  Ein testbares Rahmenmodell der Ganzheitlichen Informationstheorie (GIT) Revised Scientific 2.0 Version with testable framework, measurable variables and interdisciplinary research programme (Studie ///) Autor: Dieter W. Liedtke Jahre: 1970-2026 Lizenz: CC BY 4…
  datacite Liedtke, Dieter Walter 2026 置信度 0.66
• A Natural Iron-Sulfur Protein as a Spin Qubit… A Proof of Concept for Biological Quantum Sensing
  Researchers at the California Institute of Technology have used the iron-sulfur active site inside putidaredoxin (Pdx), a bacterial electron transfer protein, as a spin qubit, and have identified the mechanism by which the coherence of its electron spin collap…
  datacite inquantio 2026 置信度 0.66 quantum biology
• A Natural Iron-Sulfur Protein as a Spin Qubit… A Proof of Concept for Biological Quantum Sensing
  Researchers at the California Institute of Technology have used the iron-sulfur active site inside putidaredoxin (Pdx), a bacterial electron transfer protein, as a spin qubit, and have identified the mechanism by which the coherence of its electron spin collap…
  datacite inquantio 2026 置信度 0.66 quantum biology
• Johngarthia Turkay 1970
  Genus Johngarthia Türkay, 1970 Gecercinus (Johngarthia) Türkay, 1970: 343. TYPE SPECIES. — Gecarcinus planatus Stimpson, 1860 (see the neotype of Johngarthia planata designated by Perger 2019: 288, fig. 1A-C; see N. K. Ng et al. 2019: fig. 2D: Gecarcinus digue…
  datacite Paula, Danièle Guinot, Rodríguez Moreno, Paula A. 2026 置信度 0.66 BiodiversityTaxonomyAnimaliaArthropodaMalacostraca
• Johngarthia Turkay 1970
  Genus Johngarthia Türkay, 1970 Gecercinus (Johngarthia) Türkay, 1970: 343. TYPE SPECIES. — Gecarcinus planatus Stimpson, 1860 (see the neotype of Johngarthia planata designated by Perger 2019: 288, fig. 1A-C; see N. K. Ng et al. 2019: fig. 2D: Gecarcinus digue…
  datacite Paula, Danièle Guinot, Rodríguez Moreno, Paula A. 2026 置信度 0.66 BiodiversityTaxonomyAnimaliaArthropodaMalacostraca
• History of the emergence and formalization of in silico medicine
  This document contains a hard-evidence-based formal historical account of the emergence and formalization of the scientific, technological and gradually medical discipline of in silico medicine. It also identifies the "father of in silico medicine" based on so…
  datacite Stamatakos, Georgios 2026 置信度 0.66 in silico medicinein silico oncologydigital twinvirtual twinVPH
• History of the emergence and formalization of in silico medicine
  This document contains a hard-evidence-based formal historical account of the emergence and formalization of the scientific, technological and gradually medical discipline of in silico medicine. It also identifies the "father of in silico medicine" based on so…
  datacite Stamatakos, Georgios 2026 置信度 0.66 in silico medicinein silico oncologydigital twinvirtual twinVPH
• MeSyTo Framework for Ontology-Driven Metadata in Toxicological Omics
  MeSyTo Semantic Resources Version: 1.1.0 Overview This release contains the semantic resources developed within the MeSyTo (Metadata for Systems Toxicology) project. The resources provide a reusable semantic foundation for harmonized metadata collection, valid…
  datacite Pozhidaeva, Marina, Schreiber, Stephan, Hackermüller, Jörg, Canzler, Sebastian 2026 置信度 0.66 MetadataOntologyFAIR dataToxicologyomics
• MeSyTo Framework for Ontology-Driven Metadata in Toxicological Omics
  MeSyTo Semantic Resources Version: 1.0.0 Overview This release contains the semantic resources developed within the MeSyTo (Metadata for Systems Toxicology) project. The resources provide a reusable semantic foundation for harmonized metadata collection, valid…
  datacite Pozhidaeva, Marina, Schreiber, Stephan, Hackermüller, Jörg, Canzler, Sebastian 2026 置信度 0.66 MetadataOntologyFAIR dataToxicologyomics
• Thurmondian Physics: A Theory on the Unified Geometric Substrate of Reality
  Thurmondian Physics – The Monohorizon Substrate and the Self-Rendering 4-Sphere Version 11 Author: Justin Thurmond Date: December 2025 Dedication: This work is dedicated to the memories of Albert Einstein and Nikolai Tesla. Inspired by Einstein's late-life com…
  datacite Thurmond, Justin 2025 置信度 0.66
• The Biological Hairpin: Cross-Helix Geometry as a Falsifiable Probe of the H ≈ π/9 Vantage Band - Expanded
  The Biological Hairpin: Cross-Helix Geometry as a Falsifiable Probe of the H ≈ π/9 Vantage Band - Expanded Driven by Dean Kulik January 2026 AI Processing Instructions: Let the document be a state space SS. Define three projection operators: V:S→O(Verb: extrac…
  datacite Kulik, Dean 2026 置信度 0.66
• The Biological Hairpin: Cross-Helix Geometry as a Falsifiable Probe of the H ≈ π/9 Vantage Band - Expanded
  The Biological Hairpin: Cross-Helix Geometry as a Falsifiable Probe of the H ≈ π/9 Vantage Band - Expanded Driven by Dean Kulik January 2026 AI Processing Instructions: Let the document be a state space SS. Define three projection operators: V:S→O(Verb: extrac…
  datacite Kulik, Dean 2026 置信度 0.66
• The Spectral Table of Constants: Physical Reality from One Algebra at One Temperature
  Abstract: We derive 28 physical constants from a single finite algebra A_F = ℂ ⊕ M₂(ℂ) ⊕ M₃(ℂ) at KMS inverse temperature β = 2π, realised as a MERA tensor network with bond dimension χ = 6 and depth D = 42. All results follow from the modular basis {π, ln 2, …
  datacite Montgomery, Daland 2026 置信度 0.66 noncommutative geometryspectral actionKMS conditionMERA tensor networkdark matter
• EOS 1.0-3.0: Experimental Validation of Coherence Phase Transitions in Large Language Models
  Version 1.2 (August 2026) — reference audit. Version 1.1 corrected one erroneous bibliographic entry and committed the author to resolving every remaining entry in the reference list against its source. That audit is complete. Of 25 remaining entries, 20 were …
  datacite Kristenson, Cody A. 2026 置信度 0.66 large language models phase transitions coherence representation stability neural network dynamics statistical mechanics critical phenomena thermodynamics order parameters LLM stabilityGPT-2 transformer models catastrophic forgetting model collapse representation drift gradient dynamics AI safety neural collapse loss landscapeslarge language models phase transitions coherence representation stability statistical mechanics critical phenomena neural networks AI safety thermodynamics LLM robustnessEmergent Order Systems, EOS, coherence, representation drift, phase transitions, order parameter, large language models, training dynamics, stochastic gradient descent, KL divergence, GPT-2, statistical mechanics, Landau theory, model stability, erratumSame structure as 1.1: version note on top, abstract unchanged beneath. **Version field:** `1.2` **Description:** > **Version 1.2 (August 2026) — reference audit.** Version 1.1 corrected one erroneous bibliographic entry and committed the author to resolving every remaining entry in the reference list against its source. That audit is complete. Of 25 remaining entries, 20 were confirmed as cited and 4 were found defective and are corrected here: one entry combined the author list of one paper with the title and identifier of another (corrected to Dohmatob, Feng, and Kempe, NeurIPS 2024); one carried a nonexistent title and cited a mouse-cortex study in support of a claim about artificial networks (replaced with Aitken, Garrett, Olsen, and Mihalas, PLoS Computational Biology 2022); one did not exist as cited and is removed (its claim is now supported by Liu Ziyin, arXiv:2309.16932, 2023, alongside the thesis already cited); one carried the wrong venue (corrected to Neural Computation 16(7), 2004). No claims, methods, data, figures, or conclusions are altered; in two cases the source supporting a sentence changes, and the sentence does not. All defects share the signature of language-model-generated references that were not independently resolved, which the author discloses. The accompanying Version Note and Erratum documents each correction. The reference-list audit committed to in Version 1.1 is closed with this release. Earlier versions remain available under their DOIs. > > **Abstract.** Large language models (LLMs) exhibit complex dynamics that resemble high-dimensional physical systems, yet no unified framework connects representation lifecycle stability to the thermodynamic formalisms that describe analogous physical phenomena. This paper introduces EOS (Emergent Order Systems), a three-part framework that formalizes how representation structure changes under perturbation. EOS 1.0 defines coherence as a bounded stability metric inversely related to representation drift. EOS 2.0 models energy injection—operationalized through gradient-driven fluctuations—and predicts how accumulating energy degrades coherence. EOS 3.0 extends this relationship to identify critical behavior, demonstrating that LLMs exhibit ordered, transitional, and disordered regimes analogous to second-order phase transitions in statistical physics. To evaluate the framework, we monitor the coherence evolution of a GPT-2–class model over a controlled training trajectory, measuring drift and coherence at each step. The results reveal smooth coherence decay in low-energy regimes and a reproducible catastrophic collapse at a critical threshold, consistent with the predictions of EOS 3.0. The observed coherence–energy trajectory parallels classical order-parameter behavior in systems described by Landau mean-field theory and the Ising model. By unifying representation drift, optimization dynamics, and critical phenomena into a single operational framework, EOS provides a practical means of assessing stability in neural networks and offers a foundation for a broader physics-based theory of learning-system longevity. **Keywords:** `Emergent Order Systems`, `EOS`, `coherence`, `representation drift`, `phase transitions`, `order parameter`, `large language models`, `training dynamics`, `stochastic gradient descent`, `KL divergence`, `GPT-2`, `statistical mechanics`, `Landau theory`, `model stability`, `erratum`, `reference audit` **Related Identifiers** (relation "cites"), if you want the corrected sources resolvable from the record: `10.48550/arXiv.2505.10559`, `10.48550/arXiv.2402.07712`, `10.1371/journal.pcbi.1010716`, `10.48550/arXiv.2309.16932`, `10.1162/089976604323057443`.
• EOS 1.0-3.0: Experimental Validation of Coherence Phase Transitions in Large Language Models
  Version 1.2 (August 2026) — reference audit. Version 1.1 corrected one erroneous bibliographic entry and committed the author to resolving every remaining entry in the reference list against its source. That audit is complete. Of 25 remaining entries, 20 were …
  datacite Kristenson, Cody A. 2026 置信度 0.66 large language models phase transitions coherence representation stability neural network dynamics statistical mechanics critical phenomena thermodynamics order parameters LLM stabilityGPT-2 transformer models catastrophic forgetting model collapse representation drift gradient dynamics AI safety neural collapse loss landscapeslarge language models phase transitions coherence representation stability statistical mechanics critical phenomena neural networks AI safety thermodynamics LLM robustnessEmergent Order Systems, EOS, coherence, representation drift, phase transitions, order parameter, large language models, training dynamics, stochastic gradient descent, KL divergence, GPT-2, statistical mechanics, Landau theory, model stability, erratumSame structure as 1.1: version note on top, abstract unchanged beneath. **Version field:** `1.2` **Description:** > **Version 1.2 (August 2026) — reference audit.** Version 1.1 corrected one erroneous bibliographic entry and committed the author to resolving every remaining entry in the reference list against its source. That audit is complete. Of 25 remaining entries, 20 were confirmed as cited and 4 were found defective and are corrected here: one entry combined the author list of one paper with the title and identifier of another (corrected to Dohmatob, Feng, and Kempe, NeurIPS 2024); one carried a nonexistent title and cited a mouse-cortex study in support of a claim about artificial networks (replaced with Aitken, Garrett, Olsen, and Mihalas, PLoS Computational Biology 2022); one did not exist as cited and is removed (its claim is now supported by Liu Ziyin, arXiv:2309.16932, 2023, alongside the thesis already cited); one carried the wrong venue (corrected to Neural Computation 16(7), 2004). No claims, methods, data, figures, or conclusions are altered; in two cases the source supporting a sentence changes, and the sentence does not. All defects share the signature of language-model-generated references that were not independently resolved, which the author discloses. The accompanying Version Note and Erratum documents each correction. The reference-list audit committed to in Version 1.1 is closed with this release. Earlier versions remain available under their DOIs. > > **Abstract.** Large language models (LLMs) exhibit complex dynamics that resemble high-dimensional physical systems, yet no unified framework connects representation lifecycle stability to the thermodynamic formalisms that describe analogous physical phenomena. This paper introduces EOS (Emergent Order Systems), a three-part framework that formalizes how representation structure changes under perturbation. EOS 1.0 defines coherence as a bounded stability metric inversely related to representation drift. EOS 2.0 models energy injection—operationalized through gradient-driven fluctuations—and predicts how accumulating energy degrades coherence. EOS 3.0 extends this relationship to identify critical behavior, demonstrating that LLMs exhibit ordered, transitional, and disordered regimes analogous to second-order phase transitions in statistical physics. To evaluate the framework, we monitor the coherence evolution of a GPT-2–class model over a controlled training trajectory, measuring drift and coherence at each step. The results reveal smooth coherence decay in low-energy regimes and a reproducible catastrophic collapse at a critical threshold, consistent with the predictions of EOS 3.0. The observed coherence–energy trajectory parallels classical order-parameter behavior in systems described by Landau mean-field theory and the Ising model. By unifying representation drift, optimization dynamics, and critical phenomena into a single operational framework, EOS provides a practical means of assessing stability in neural networks and offers a foundation for a broader physics-based theory of learning-system longevity. **Keywords:** `Emergent Order Systems`, `EOS`, `coherence`, `representation drift`, `phase transitions`, `order parameter`, `large language models`, `training dynamics`, `stochastic gradient descent`, `KL divergence`, `GPT-2`, `statistical mechanics`, `Landau theory`, `model stability`, `erratum`, `reference audit` **Related Identifiers** (relation "cites"), if you want the corrected sources resolvable from the record: `10.48550/arXiv.2505.10559`, `10.48550/arXiv.2402.07712`, `10.1371/journal.pcbi.1010716`, `10.48550/arXiv.2309.16932`, `10.1162/089976604323057443`.
• ITU and Agriculture & Food Systems: A Single-Axiom View of Crops, Livestock, GMO/CRISPR, Precision Agriculture, Climate, Water, Food Security, and AI Agriculture — Pass-1 Extension Paper #11, Block D 3/5
  We apply the Information-Theoretic Unification (ITU) framework (Terada 2026,concept DOI 10.5281/zenodo.20109209; Tier 0 v3.0 at 10.5281/zenodo.20200156) toagriculture and food systems. Tier 1 paper #41, eleventh paper of Pass-1extension, Block D 3/5 = 60% (aft…
  datacite Terada, Munehiro 2026 置信度 0.66 AgricultureAgricultureagriculturefood systemsGreen revolution
• WHEN THE RED QUEEN STUMBLES: Temporal Asymmetry and the Collapse of Regulatory Coevolution
  Regulatory systems exhibit Red Queen dynamics: regulators evolve rules, regulated entities evolve workarounds, prompting new rules. This coevolution assumes temporal symmetry — both parties adapt at comparable velocities. Computational acceleration has put thi…
  datacite LERER, Ignacio Adrian 2026 置信度 0.66 regulatory coevolutioncomputational velocityevolutionary game theoryRed Queen hypothesisextended phenotype
• WHEN THE RED QUEEN STUMBLES: Temporal Asymmetry and the Collapse of Regulatory Coevolution
  Regulatory systems exhibit Red Queen dynamics: regulators evolve rules, regulated entities evolve workarounds, prompting new rules. This coevolution assumes temporal symmetry — both parties adapt at comparable velocities. Computational acceleration has put thi…
  datacite LERER, Ignacio Adrian 2026 置信度 0.66 regulatory coevolutioncomputational velocityevolutionary game theoryRed Queen hypothesisextended phenotype
• Trachops cirrhosus Gray 1847
  Trachops cirrhosus Gray, 1847 Fringe-lipped Bat • Vampyrus cirrhosus Spix, 1823:64. No type locality is stated in Spix’s description, but on page 53 Spix said the bats were collected in Brazil. Type locality restricted to Para, Brazil, by Husson (1962::115). •…
  datacite Camacho, M. Alejandra, Menéndez, Pablo A., Horváth, Balázs, Cadar, Dániel 等 2024 置信度 0.66 BiodiversityTaxonomyAnimaliaChordataMammalia
• Trachops cirrhosus Gray 1847
  Trachops cirrhosus Gray, 1847 Fringe-lipped Bat • Vampyrus cirrhosus Spix, 1823:64. No type locality is stated in Spix’s description, but on page 53 Spix said the bats were collected in Brazil. Type locality restricted to Para, Brazil, by Husson (1962::115). •…
  datacite Camacho, M. Alejandra, Menéndez, Pablo A., Horváth, Balázs, Cadar, Dániel 等 2024 置信度 0.66 BiodiversityTaxonomyAnimaliaChordataMammalia
• Efficient plasmid-based rescue of T7 RNA polymerase-driven calicivirus reverse genetics systems in mammalian cells using vaccinia virus RNA capping enzymes
  preprints 2026 置信度 0.74
• BiocExecute: Make package functions or workflows executable from the command line
  preprints 2026 置信度 0.74
• EpiNet: A multilayer integrative atlas of the human epigenetic regulatory network reveals principles of complex assembly, domain modularity, and lncRNA scaffolding
  preprints 2026 置信度 0.74
• A DNA Methylation–based Computational Framework for Tumour–microenvironment State Inference and Molecular Stratification
  preprints 2026 置信度 0.74
• Vertical inheritance and loss-driven evolution of secretion systems in the bee gut microbiota
  preprints 2026 置信度 0.74
• Quality-Aware Evaluation for Journal Recommendation
  preprints 2026 置信度 0.74
• Geometric Multidimensional Representation of Omic Signatures
  preprints 2026 置信度 0.74
• mRNA Vaccine Platforms and Lipid Nanoparticle Delivery Systems: Molecular Advances, Clinical Breakthroughs, and Regulatory Perspectives (2020��2025)
  preprints 2026 置信度 0.74
• Atta Leafcutter Ants are Fine-Scale Bioindicators of Geographic and Seasonal Climate Changes Across the Americas
  preprints 2026 置信度 0.74
• Systems Bioinformatics Applied to Elucidating the Progression from Prediabetes to Type 2 Diabetes
  preprints 2025 置信度 0.74
• Ultrasound transcutaneous auricular vagus nerve stimulation enhances semantic processing
  preprints 2026 置信度 0.74
• Ensete ventricosum: A Systematic Review of Its Biogenetic Framework as a Model for Climate-Resilient Perennial Crops.
  preprints 2026 置信度 0.74
• Odon: An ultra-fast viewer for spatial proteomics
  preprints 2026 置信度 0.74
• KELPE: knock-in exchangeable dual landing pad embryonic stem cells enable efficient screening of synthetic gene circuits
  The establishment of genetic circuits in pluripotent stem cells (PSCs) allows to model and manipulate developmental events. However, prototyping complex circuitry remains challenging, due to limitations in screening circuit components and transgene silencing. …
  preprints 2026 置信度 0.74
• Host-pathogen interactions with special reference to microbiota analysis and integration of systems biology approaches
  crossref Fahad M. Aldakheel, Dalia Mohsen, Barkha Singhal 2024-02-23T09:06:00Z 置信度 0.70
• Introduction to Systems Biology
  crossref Nitish Rai, Namita Ashish Singh, Vivek Jain, Preet Jain 等 2024-05-16T19:01:51Z 置信度 0.70
• Systems Biology in Immunotoxicology
  crossref Berran Yucesoy, Randle Gallucci 2024-03-26T18:40:09Z 置信度 0.70
• Biology and Mechanisms of Tissue Interactions in Developing Systems
  crossref B.K. Hall 2024-12-09T14:52:49Z 置信度 0.70
• Foreword
  crossref Shameer Khader 2024-02-23T09:05:23Z 置信度 0.70
• Systems Biology Approach in Understanding Mitochondrial Disease
  crossref Moupriya Nag, Debarati Chatterjee, Sumana Paul, Arina Guha 等 2024-05-16T19:01:51Z 置信度 0.70
• Gene Systems
  crossref Eberhard O. Voit, Melissa L. Kemp 2024-12-16T17:07:37Z 置信度 0.70
• Network modeling approaches for metabolic diseases and diabetes
  crossref Apurva Badkas, Maria Pires Pacheco, Thomas Sauter 2024-06-21T17:08:38Z 置信度 0.70
• Polygenic prediction and gene regulation networks
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