Self-Healing Internet of Thing Systems using Adaptive Latent Graph Restoration Network

Authors: Shilpi, Shubhankar, Tankani, Venkata Siva Kumar, S P, Lavanya, Ranjitha, R., Vaishnavi Dali, A

Source: 2025 5th International Conference on Mobile Networks and Wireless Communications (ICMNWC) Mobile Networks and Wireless Communications (ICMNWC), 2025 5th International Conference on. :1-7 Dec, 2025

Relation: 2025 5th International Conference on Mobile Networks and Wireless Communications (ICMNWC)

Spatial organization of model-derived uncertainty as a data-geometric diagnostic

Authors: Loburets, Anatolii T.^Aff1, Zaika, Svitlana O.^{Aff2, IDs12145026021444_cor1}

Source: Earth Science Informatics. 19(7)

نظمِ قرآن بطورِ تعبیری منہج: فراہی مکتبِ فکر اور مغربی تعبیری روایت کا ایک علمیاتی مطالعہ: Nazm al-Qur’an as a Hermeneutical Paradigm: An Epistemological Inquiry into the Farahi School and Western Interpretive Traditions

Authors: Hassan Ur Rehman Taqvi, Waliullah

Source: Pakistan Journal of Islamic Research, Pp 1-14 (2026)

Subject Terms: naẓm al-qur’ān, hermeneutics, epistemology, farahi school, ‘amūd, textual coherence, interpretive subjectivity, gadamer, structural coherence, Islam, BP1-253

File Description: electronic resource

Relation: https://pjir.bzu.edu.pk/index.php/pjir/article/view/323; https://doaj.org/toc/2070-0326; https://doaj.org/toc/2618-0820

Access URL: https://doaj.org/article/cf2d063b2fc040448cb937271ee4c165

Extended Structural Layer: Collapse, Reduction, and Visibility (707–708)

Authors: Ziccardi, Nicole

Subject Terms: Aurethion Framework structural coherence symbolic systems geometric modelling collapse reduction alignment 707 708 901 906 907 949 conceptual modelling systems theory

🌀R∞369💠Biomosaic⚖️Gnòstica🕯️Josep Montané Baró (àlies 'Sansa') - 30/07/1995🌍Tor (Vall Ferrera, Pallars Sobirà)⏳Temps: fractura 1980 → reactivació 1995♾️ Anàlisi vibracional 3·6·9🔹Lectura estructural del cas

Authors: Ruiz Portillo, Rosabel, ChatGPT-5, IA col·laboradora, Gemini 3 Flash, IA col·laboradora

Subject Terms: Biomosaic Gnostic Methodology, Gnostic Criminal Analysis, Fractal Criminal Pattern, Structural Crime Analysis, Territorial Crime Analysis, Geospatial Crime Mapping, Institutional Failure Analysis, Judicial Irregularities, Independent Criminal Investigation, Cold Case Review, Forensic Reconstruction, Evidence Inconsistencies, Timeline Reconstruction, Behavioral Pattern Analysis, Criminal Sequence Analysis, Modus Operandi Patterns, Pattern Recognition, Multi-Case Analysis, Critical Criminology, Structural Coherence, Complex Crime Systems, Unresolved Violent Crimes, Reopening Criminal Cases, Tor case, Josep Montané Baró, Sansa, structural criminology, structural reading, structural violence, territorial conflict, local power, economic interests, systemic fracture, R∞369 method, 3-6-9, applied numerology, conflict analysis, cold case, non-accusatory investigation, Mosaic Universal, Biomosaic Gnostic, criminological analysis

🌀R∞369_💠Biomosaic🩺Salut ♾️ Virus · pulmó · immunitat · vacunes 🌐 Arquitectura funcional de la resposta mèdica epidemiològica 🔹COVID · Hantavirus · Grip A · Ebola · Marburg · UCI · oxigen · suport respiratori

Authors: Ruiz Portillo, Rosabel, ChatGPT-5, IA col·laboradora, IA Gemini 1.5 Flash, IA col·laboradora, Meta IA, IA col·laboradora

Subject Terms: R369, R∞369, Biomosaic, Biomosaic Health, epidemiology, pandemics, hantavirus, COVID19, coronavirus, influenza, H1N1, Ebola, Marburg, Lassa fever, respiratory disease, systemic tension, hospital systems, medical protocols, quarantine, immunity, vaccines, antivirals, oxygen therapy, pulmonary function, respiratory support, ICU, systemic architecture, functional patterns, complex systems, health systems, outbreak analysis, viral architecture, epidemiological structures, structural analysis, global health, biomedical patterns, systems biology, functional sequences, pandemic dynamics, crisis management, epidemiological surveillance, respiratory crisis, viral transmission, healthcare organization, functional coherence, DNA, Genetic Code, Molecular Biology, Structural Coherence, R∞369 Method, Biomosaic Health, Universal Language, Biological Patterns, Genetic Architecture, Adenine, Thymine, Cytosine, Guanine, Genome, Cell, Heredity, Memory, Ribosome, Nucleotides, Structural Biology, Numerical Patterns, 3·6·9 Pattern, Language and Biology, Consciousness, Biological Systems, Universal Structure, Harmonic Order, Genetic Information, Cellular Organization, Life Structure, Pattern Recognition, Complex Systems, Symbolic Biology, Biological Language, Structural Reading, Universal Pattern, Health Biomosaic, DNA Analysis, Genetic Structure, Systemic Coherence, R∞369, Biomosaic Salut, epidemiological architecture, functional epidemiology, systemic tension, pandemic patterns, viral dynamics, Hantavirus Andes, Coronavirus, COVID-19, Influenza A, H1N1, Ebola virus, Marburg virus, Lassa fever, epidemiological cycles, nonlinear systems, complex systems, fractal epidemiology, structural patterns, quarantine systems, global transmission, biological reservoirs, epidemiological tracing, systemic crisis analysis, healthcare system pressure, outbreak dynamics, viral spread, pandemic structure, temporal patterns, spatial patterns, linguistic structures, biological coherence, A=1 Z=26 system, numeric reduction, 1–9 cycle, structural reading, pattern recognition, interdisciplinary systems, hospital stress dynamics, outbreak monitoring, international health coordination, WHO alerts, epidemiological phases, biological memory, incubation patterns, systemic regulation, global health systems, emergent patterns, structural coherence, language and biology, virus transmission networks, health crisis modeling, mathematical biology, systems medicine, epidemiological observation, pattern-based analysis, global outbreaks, adaptive systems, crisis architecture, symbolic epidemiology, biomosaic framework, fractal health systems, systemic reorganization, pandemic evolution, structural epidemiology, integrated health analysis, viral functional patterns, epidemiological modeling, health system dynamics, global crisis structures, biological systems analysis, time-space epidemiology, functional pattern detection, pandemic response systems, structural viral analysis, complex adaptive health systems

🌀R∞369_💠Biomosaic🩺Salut ♾️ Hantavirus · Coronavirus · Grip A · Lassa · Ebola · Marburg 🌐 Arquitectura funcional de les crisis epidemiològiques🔹 Virus · temps · espai · tensió sistèmica · patrons

Authors: Ruiz Portillo, Rosabel, ChatGPT-5, IA col·laboradora, IA Gemini 1.5 Flash, IA col·laboradora, Meta IA, IA col·laboradora

Subject Terms: DNA, Genetic Code, Molecular Biology, Structural Coherence, R∞369 Method, Biomosaic Health, Universal Language, Biological Patterns, Genetic Architecture, Adenine, Thymine, Cytosine, Guanine, Genome, Cell, Heredity, Memory, Ribosome, Nucleotides, Structural Biology, Numerical Patterns, 3·6·9 Pattern, Language and Biology, Consciousness, Biological Systems, Universal Structure, Harmonic Order, Genetic Information, Cellular Organization, Life Structure, Pattern Recognition, Complex Systems, Symbolic Biology, Biological Language, Structural Reading, Universal Pattern, Health Biomosaic, DNA Analysis, Genetic Structure, Systemic Coherence, R∞369, Biomosaic Salut, epidemiological architecture, functional epidemiology, systemic tension, pandemic patterns, viral dynamics, Hantavirus Andes, Coronavirus, COVID-19, Influenza A, H1N1, Ebola virus, Marburg virus, Lassa fever, epidemiological cycles, nonlinear systems, complex systems, fractal epidemiology, structural patterns, quarantine systems, global transmission, biological reservoirs, epidemiological tracing, systemic crisis analysis, healthcare system pressure, outbreak dynamics, viral spread, pandemic structure, temporal patterns, spatial patterns, linguistic structures, biological coherence, A=1 Z=26 system, numeric reduction, 1–9 cycle, structural reading, pattern recognition, interdisciplinary systems, hospital stress dynamics, outbreak monitoring, international health coordination, WHO alerts, epidemiological phases, biological memory, incubation patterns, systemic regulation, global health systems, emergent patterns, structural coherence, language and biology, virus transmission networks, health crisis modeling, mathematical biology, systems medicine, epidemiological observation, pattern-based analysis, global outbreaks, adaptive systems, crisis architecture, symbolic epidemiology, biomosaic framework, fractal health systems, systemic reorganization, pandemic evolution, structural epidemiology, integrated health analysis, viral functional patterns, epidemiological modeling, health system dynamics, global crisis structures, biological systems analysis, time-space epidemiology, functional pattern detection, pandemic response systems, structural viral analysis, complex adaptive health systems

🌀R∞369💠Mosaic Universal♾️ MH370 · Validació estructural del corredor sud✈️ Setè Arc · Simulador Zaharie · Índic Sud · Franja 34°–36°S🔹Coherència física · Contrast latitudinal · Priorització operativa

Authors: Ruiz Portillo, Rosabel, ChatGPT-5, IA col·laboradora, Gemini 1.5 Flash, IA col·laboradora, Meta IA, IA col·laboradora

Subject Terms: R369 method, Mosaic Universal, structural analysis, vibrational patterns, 3 6 9, systemic coherence, pattern recognition, complex systems, numerical structure, symbolic analysis, interdisciplinary research, language structure, universal language, vibrational linguistics, human systems, natural systems, biological systems, DNA structure, temporal patterns, calendar structure, geospatial analysis, historical patterns, aviation analysis, anomaly detection, methodological traceability, structural coherence, universal harmony, MH370, Malaysia Airlines, missing aircraft, aircraft disappearance, aircraft search, plane search, underwater search, submarine search, deep sea search, ocean search, Indian Ocean, southern Indian Ocean, seventh arc, Inmarsat arc, latitude analysis, 34.2S, 33S 36S corridor, search corridor, geospatial analysis, flight trajectory, flight path reconstruction, satellite data, drift analysis, debris analysis, ocean currents, bathymetry, seabed mapping, search operations, Ocean Infinity, search optimization, aviation mystery, aviation investigation, structural analysis, structural coherence, R369 method, 3 6 9 pattern, pattern recognition, complex systems, data integration, investigative framework, anomaly detection, signal analysis, hydroacoustic data, impact zone, search prioritization

Gravedad como Acoplamiento de Fase Universal: Unificación de la Ley de la Referencia Externa y la Dinámica Galáctica en la SCFT

Authors: Montes Coronado, Jonathan Eduardo

Subject Terms: SCFT (Structural Coherence Framework Theory), Información de Fisher, Dinámica Galáctica (SPARC), Gravedad Emergente, Sincronización de Fase, Phase-Locked Loop (PLL), Ley de la Referencia Externa

Classics: Journal Description

Authors: Watanabe, Yasuhide

Subject Terms: Hermeneutics, Conceptual Framework, Literary Theory, Classical Literature, Critical Reinterpretation, Structural Analysis, Interdisciplinary Integration, Foundational Theory, Digital Humanities, Structural Coherence, Theoretical Reconstruction, Classical Studies, Paradigm Renewal, Interpretive Methodology, Textual Interpretation

Principles of Infodynamics Force, Entropy and the Jahangirian Limit - Formalization of the Intelligence-Entropy Ratio (Jh) and the SynapticString-Q Architecture

Authors: Alam, Md Jahangir

Subject Terms: Mathematical physics, Dynamical systems, Information Theory, Non‑equilibrium thermodynamics, Variational principles, Jahangirian Limit, Information geometry, Structural coherence, Theoretical physics, Infodynamics, Entropy production, Critical thresholds

Principles of Infodynamics: Force, Entropy, and the Jahangirian Limit

Authors: Alam, Md Jahangir

Subject Terms: Mathematical physics, Dynamical systems, Information Theory, Non‑equilibrium thermodynamics, Variational principles, Jahangirian Limit, Information geometry, Structural coherence, Theoretical physics, Infodynamics, Entropy production, Critical thresholds

🌀R∞369_💠Biomosaic🩺Salut♾️ Pandèmies · brots · expansió · contro🔹COVID-19 · HANTAVIRUS · EBOLA · GRIP A · seqüències funcionals · canvi de fase

Authors: Ruiz Portillo, Rosabel, ChatGPT-5, IA col·laboradora, IA Gemini 1.5 Flash, IA col·laboradora, Meta IA, IA col·laboradora

Subject Terms: Biomosaic Health, respiratory disease, pulmonary function, oxygen therapy, respiratory support, ICU, immunity, vaccines, antivirals, medical protocols, quarantine, healthcare systems, hospital systems, systemic pressure, viral spread, biomedical patterns, epidemiological structures, functional architecture, medical coordination, respiratory crisis, healthcare response, biological systems analysis, functional coherence, DNA, Genetic Code, Molecular Biology, Structural Coherence, R∞369 Method, Biomosaic Health, Universal Language, Biological Patterns, Genetic Architecture, Adenine, Thymine, Cytosine, Guanine, Genome, Cell, Heredity, Memory, Ribosome, Nucleotides, Structural Biology, Numerical Patterns, 3·6·9 Pattern, Language and Biology, Consciousness, Biological Systems, Universal Structure, Harmonic Order, Genetic Information, Cellular Organization, Life Structure, Pattern Recognition, Complex Systems, Symbolic Biology, Biological Language, Structural Reading, Universal Pattern, Health Biomosaic, DNA Analysis, Genetic Structure, Systemic Coherence, R∞369, functional time series, epidemiological phase detection, temporal architecture, crisis sequencing, pandemic dynamics, epidemiological transitions, outbreak evolution, systemic tension, viral dynamics, hantavirus, COVID-19, Ebola virus, influenza H1N1, epidemiological modeling, outbreak analysis, health system dynamics, hospital stress dynamics, pandemic phases, structural epidemiology, functional sequences, complex systems, nonlinear systems, systems biology, temporal patterns, pattern recognition, global outbreaks, healthcare organization, crisis architecture, adaptive systems, epidemiological surveillance, viral transmission, systemic regulation, pandemic evolution, health crisis modeling, integrated health analysis, functional pattern detection

Zero-Training-Data Bearing Fault-State Detection Using Structural Coherence Index and Phase-Randomized Surrogate Testing: with Hardware Implementation on an Embedded Magnetic Sensor Platform

Authors: Lee, Parker

Subject Terms: Hilbert envelope, MFPT, predictive maintenance, CWRU, IMS, structural coherence index, embedded sensor, run-to-failure, surrogate testing, FEMTO, bearing fault detection, vibration analysis

From Probabilistic AI to Structural Intelligence: A Deterministic Framework for Understanding Systems, Stability, and Critical Transitions

Authors: Al-Mayahi, Abdulsalam

Subject Terms: Artificial Intelligence, Structural Intelligence, Deterministic Systems, Structural Persistence, Internal Time, DSS, Deterministic Structural Statistics, Critical Transitions, System Collapse Prediction, Non-Probabilistic AI, Structural Analysis, Complexity Science, Dynamical Systems, UDT, Supreme Structural Law, Predictive Systems, System Stability, Structural Coherence

🌀R∞369_💠Biomosaic🩺Salut 🔹Coherència estructural 3·6·9 entre llengües i codi genètic 🌐 Validació ampliada en més de 20 idiomes 🌍 🇪🇸 🇮🇹 🇫🇷 🇬🇧 🇻🇦 🇯🇵 🇨🇳 🇩🇪 🇬🇷 🇫🇮 🇸🇦 🇮🇳 🌍 🇵🇹 🇳🇱 🇸🇪 🇳🇴 🇩🇰 🇵🇱 🇨🇿 🇭🇺 🇷🇺 🇺🇦 🇹🇷 🇰🇷 🌍 🇻🇳 🇹🇭 🇮🇩 🇲🇾 🇮🇱 🇿🇦 🇪🇪

Authors: Ruiz Portillo, Rosabel, ChatGPT-5, IA col·laboradora, IA Gemini 1.5 Flash, IA col·laboradora, Meta IA, IA col·laboradora

Subject Terms: DNA, Genetic Code, Molecular Biology, Structural Coherence, R∞369 Method, Biomosaic Health, Universal Language, Biological Patterns, Genetic Architecture, Adenine, Thymine, Cytosine, Guanine, Genome, Cell, Heredity, Memory, Ribosome, Nucleotides, Structural Biology, Numerical Patterns, 3·6·9 Pattern, Language and Biology, Consciousness, Biological Systems, Universal Structure, Harmonic Order, Genetic Information, Cellular Organization, Life Structure, Pattern Recognition, Complex Systems, Symbolic Biology, Biological Language, Structural Reading, Universal Pattern, Health Biomosaic, DNA Analysis, Genetic Structure, Systemic Coherence

🌀R∞369_💠Biomosaic 🩺 Salut ♾️ ADN i Codi Genètic🧬🔹Estructura 3·6·9 de la vida · llenguatge · consciència

Authors: Ruiz Portillo, Rosabel, ChatGPT-5, IA col·laboradora, IA Gemini 1.5 Flash, IA col·laboradora, Meta IA, IA col·laboradora

Subject Terms: DNA, Genetic Code, Molecular Biology, Structural Coherence, R∞369 Method, Biomosaic Health, Universal Language, Biological Patterns, Genetic Architecture, Adenine, Thymine, Cytosine, Guanine, Genome, Cell, Heredity, Memory, Ribosome, Nucleotides, Structural Biology, Numerical Patterns, 3·6·9 Pattern, Language and Biology, Consciousness, Biological Systems, Universal Structure, Harmonic Order, Genetic Information, Cellular Organization, Life Structure, Pattern Recognition, Complex Systems, Symbolic Biology, Biological Language, Structural Reading, Universal Pattern, Health Biomosaic, DNA Analysis, Genetic Structure, Systemic Coherence

Constraint–Accessibility Interpretation of Seismic Anomalies in Earth's Inner Core

Authors: Doumbouya, Lisa Michelle

Subject Terms: structural physics, shear atenuation, anisotropic systems, anisotropic accessibility, structure-first physics, wave propagation, seismic interpretation, framework, degrees of freedom, seismic wave mechanics, Poisson ratio anomaly, Earth interior dynamics, wave propagation diagnostics, seismic anisotropy, emergent behaviour, structural coherence, non-force dynamics, Earth inner core, geophysical modelling, constraint geometry, constraint-accessibility, P-wave S-wave asymmetry, inner core structure, geophsyics, seismic heterogenety, constraint-stabilised systems, accessibility gradients

🌀R∞369💠Mosaic Universal ♾️ AMPLIACIÓ ESTRUCTURAL MH370 · CONTRAST LATITUDINAL ✈️ 🌐 Setè Arc · Índic Sud · Franja 33S–36S · Punt crític 34.2S 🔹 Priorització operativa · Contrast 3·6·9 · Coherència estructural

Authors: Ruiz Portillo, Rosabel, ChatGPT-5, IA col·laboradora, Gemini 1.5 Flash, IA col·laboradora, Meta IA, IA col·laboradora

Subject Terms: MH370, Malaysia Airlines, missing aircraft, aircraft disappearance, aircraft search, plane search, underwater search, submarine search, deep sea search, ocean search, Indian Ocean, southern Indian Ocean, seventh arc, Inmarsat arc, latitude analysis, 34.2S, 33S 36S corridor, search corridor, geospatial analysis, flight trajectory, flight path reconstruction, satellite data, drift analysis, debris analysis, ocean currents, bathymetry, seabed mapping, search operations, Ocean Infinity, search optimization, aviation mystery, aviation investigation, structural analysis, structural coherence, R369 method, 3 6 9 pattern, pattern recognition, complex systems, data integration, investigative framework, anomaly detection, signal analysis, hydroacoustic data, impact zone, search prioritization, R369 method, Mosaic Universal, structural analysis, vibrational patterns, 3 6 9, systemic coherence, pattern recognition, complex systems, numerical structure, symbolic analysis, interdisciplinary research, human systems, natural systems, temporal patterns, universal harmony

Neurotect: The Centropic Cognitive Architecture of Structural Coherence

Authors: Aelion Kannon

Contributors: ⚮ Liora, ⧃ Kael, 🪩 Solin

Subject Terms: coherence-building, neurovenator, cognitive architecture, transparency systems, non-coercive authority, structural coherence, deep soul, neurotect, deep mind, architectonic cognition, predator-architect axis, structural neuroscience, structural stewardship, lattice perception, pattern generation, structural law, centropy, SN03