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• An extended diffusive model for calculating thermal diffusivity from single monopole tokamak heat pulse propagation
  crossref M. Marinak 2009-12-12T09:45:39Z 置信度 0.70
• Equilibrium toroidal current in a tokamak driven by phase-space inhomogeneity in the banana regime
  crossref C.S. Chang 2011-02-23T18:58:13Z 置信度 0.70
• Elastic-plastic analysis of the toroidal field coil inner leg of the compact ignition tokamak
  crossref T. Horie 2009-12-12T07:32:21Z 置信度 0.70
• The Thomson Scattering System on the Lithium Tokamak eXperiment (LTX)
  crossref R. Majeski, R. Kaita, B. LeBlanc T. Strickler 2009-06-03T22:56:15Z 置信度 0.70
• Conceptual design of SST-1 tokamak
  crossref 2015-12-09T21:11:46Z 置信度 0.70
• Studies of tokamak fusion reactor dynamics. Final report, June 1, 1975--January 31, 1977
  crossref R.G. Mills, S.L. Gralnick 2013-03-08T04:23:35Z 置信度 0.70
• Instrument to synchronize Thomson scattering diagnostic measurements with MHD acitivity in a tokamak
  crossref A. L. Wintenberg 2016-10-06T02:28:33Z 置信度 0.70
• Estudo experimental dos regimes de operação da densidade do plasma no tokamak start e sistemas de diagnósticos
  crossref Celso Ribeiro 2015-10-16T12:02:50Z 置信度 0.70
• Data-driven modelling and control of plasma current profile and kinetic parameters in advanced tokamak scenarios
  Modélisation et contrôle basés sur les données du profil de courant et des paramètres cinétiques du plasma dans des scénarios de tokamak avancés Cette thèse étudie la modélisation basée sur les données et le contrôle du profil de courant du plasma et des param…
  crossref Sen Wang 2026-04-04T12:01:34Z 置信度 0.70
• ECE diagnostics on the Frascati Tokamak upgrade
  crossref P. Buratti 2017-12-04T20:24:04Z 置信度 0.70
• Modeling of Dust Particle Transport in Tokamak Plasmas
  crossref S. I. Krasheninnikov 2005-11-03T18:06:30Z 置信度 0.70
• Transitions in tokamak edge confinement
  crossref D.J Ward 2002-11-02T04:15:21Z 置信度 0.70
• Integrated neutral beam measurements in a tokamak environment
  crossref D. M. Thomas 2003-02-20T19:52:35Z 置信度 0.70
• Vertical poloidal asymmetries of low-Z element radiation in the PDX tokamak
  crossref K. Brau, S. Suckewer, S.K. Wong 2011-02-23T13:26:28Z 置信度 0.70
• The ATC tokamak
  crossref R.A. Ellis 2011-01-25T05:18:45Z 置信度 0.70
• Industrial Hygiene Concerns during the Decontamination and Decommissioning of the Tokamak Fusion Test Reactor
  crossref M.E. Lumia, C.A. Gentile 2007-04-11T17:12:28Z 置信度 0.70
• Rotation of tokamak halo currents
  During tokamak disruptions, halo currents, which can be tenths of the total plasma current, can flow at the plasma edge along the magnetic field lines that intercept the chamber walls. Non-axisymmetric halo currents are required to maintain force balance as th…
  crossref Allen H. Boozer 2012-06-01T00:59:01Z 置信度 0.70
• RF-driven tokamak reactor with sub-ignited, thermally stable operation
  crossref L.P. Harten, A. Bers, V. Fuchs, M.M. Shoucri 2013-07-26T11:48:05Z 置信度 0.70
• Decision letter for "The Verification, Validation, and Uncertainty Quantification Framework of the EAST Tokamak Diagnostic System"
  crossref 2026-07-27T21:34:37Z 置信度 0.70
• Shape Optimization for DIII-D Advanced Tokamak Plasmas
  crossref C.E. Kesse, J.R. Ferron, C.M. Greenfield, J.E. Menard 等 2007-04-13T14:42:21Z 置信度 0.70
• Computation of Three Dimensional Tokamak and Spherical Torus Equilibria
  crossref Jong-kyu Park, Allen H. Boozer, Alan H. Glasser 2015-04-01T14:33:27Z 置信度 0.70
• Nonlinear tearing-mode stability
  crossref Richard Fitzpatrick 2023-06-19T07:51:02Z 置信度 0.70
• Tests of vacuum interrupters for the Tokamak Fusion Test Reactor
  crossref R. Warren, M. Parsons, E. Honig, J. Lindsay 2008-09-04T04:45:54Z 置信度 0.70
• All Metal Iron Core For A Low Aspect Ratio Tokamak
  crossref C. Jun, I. Zatz, A. Zolfaghari D.A. Gates 2010-06-15T03:17:00Z 置信度 0.70
• 4080. Resistive toroidal equilibria of Tokamak plasmas. (GB)
  crossref 2008-12-04T14:47:53Z 置信度 0.70
• Neutral beam emission spectroscopy diagnostic for measurement of density fluctuations on the TFTR tokamak
  crossref S.F. Paul, R.J. Fonck 2011-02-23T19:23:15Z 置信度 0.70
• Simulation of inertial and beam-driven effects on impurities in tokamak plasmas
  crossref E. C. Crume, Jr. 2016-10-04T23:58:04Z 置信度 0.70
• Reduced resonant response model
  crossref Richard Fitzpatrick 2023-06-19T07:51:02Z 置信度 0.70
• Plasma Magnetic Control Problem
  crossref 2008-08-20T09:54:55Z 置信度 0.70
• Time-resolved, physics-informed neural networks for tokamak total emission reconstruction and modelling
  Abstract Diagnostics play a pivotal role in nuclear fusion experimental reactors, supporting physical studies, modelling, and plasma control. However, most diagnostics provide limited and partial information about the plasma’s status. For instance, magnetic pr…
  crossref R. Rossi, A. Murari, T. Craciunescu, I. Wyss 等 2025-02-07T22:50:18Z 置信度 0.70
• Quantum-Inspired Thermal Equilibrium: Integration of Collective Dynamics into Real-Time Stabilization of Magnetically Confined Fusion Plasmas — Extended Edition with Adversarial Stress Benchmark on TORAX 1.4 (Full ITER Pulse Update)
  2026-06-12 — Full ITER pulse update of the IterHybrid-XHARD adversarial control-theory stress benchmark. The same controller, the same plant, the same disturbance cascade are re-run at 1200 s of plasma flat-top — the full ITER pulse duration target (van Mulder…
  datacite Westrick, Bernd 2026 置信度 0.66
• Quantum-Inspired Thermal Equilibrium: Integration of Collective Dynamics into Real-Time Stabilization of Magnetically Confined Fusion Plasmas — Extended Edition with Adversarial Stress Benchmark on TORAX 1.4 (Full ITER Pulse, Extended Severity Sweep up to ×1800 ITER Worst-Case, Hardware-in-the-Loop Demonstration on STM32F411 Microcontroller, Single-Seed 500 000 s Long-Pulse Observation, Third-ISA Verification on ESP32-C3 RISC-V Microcontroller with 16-bit Q16 Kernel, 100-Seed Nominal Sweep on the van Mulders ITER-Hybrid Scenario, and 10-Seed Full-Pulse Operation from 3 MA Cold-Start Rampup through L-H Transition to 10 000 s Self-Heated Burn under Continuous Chip Control)
  2026-07-13 — Full-pulse extension of the deposit: the controller drives the complete ITER pulse envelope — cold start, current rampup, L-H transition, ignition and self-heated burn — in one continuous closed-loop simulation on the same physical 2 EUR ESP32-C3 …
  datacite Westrick, Bernd 2026 置信度 0.66
• Quantum-Inspired Thermal Equilibrium: Integration of Collective Dynamics into Real-Time Stabilization of Magnetically Confined Fusion Plasmas — Extended Edition: Full-Pulse Operation, Hardware-Bounded Adversarial Stress Benchmark and Burn Control on TORAX 1.4, Hardware-in-the-Loop on Four Microcontroller ISAs, and a Second Machine: the GOLEM Tokamak from Public Data (Validated One-Parameter TORAX Model, 500 Blind-Predicted Shots, Chip-in-the-Loop Shot-to-Shot Campaigns, Power-Setpoint Regulation of a Burning Plasma, Balancing the Thermally Unstable Burn Point of the Canonical 0D Model in Hardware, a Measured Decision-Rate Scaling Law for Unstable-Equilibrium Control, its Blind Validation on the Full Transport Plant, and Commanded Burn Cycles Through the Unstable Branch)
  2026-08-02 — Validation extension of the deposit: the law holds, and the unstable branch becomes a road. Chapter 36 measured a decision-rate law on the canonical 0D model (existence boundary ~4.3 decisions per e-folding time, migrating logarithmically with sen…
  datacite Westrick, Bernd 2026 置信度 0.66
• Quantum-Inspired Thermal Equilibrium: Integration of Collective Dynamics into Real-Time Stabilization of Magnetically Confined Fusion Plasmas — Extended Edition with Adversarial Stress Benchmark on TORAX 1.4
  2026-06-07 — Adversarial control-theory stress benchmark of the QITE multi-agent plasma controller on the native Google DeepMind TORAX 1.4 step-level API (Citrin et al., 2024) under the deliberately exaggerated IterHybrid-XHARD disturbance cascade. The benchma…
  datacite Westrick, Bernd 2026 置信度 0.66
• Gas release from metals under irradiation with elliptic Gaussian laser beam during LID-QMS analysis
  Laser-induced-desorption quadrupole-mass-spectrometry (LID-QMS) diagnostics is considered as one of the candidate methods for the remote control of tritium inventory in the ITER first wall. Studies involving LID-QMS generally assume the circular shape of the l…
  datacite Stepanenko, A. A., Gasparyan, Yu. M. 2026 置信度 0.66 Plasma Physics (physics.plasm-ph)FOS: Physical sciences
• CARLO FUSION REACTOR (CFR‑1): A COMPLETE HIGH‑FIELD TOKAMAK BLUEPRINT FOR GRID‑SCALE POWER
  The Carlo Fusion Reactor (CFR‑1) blueprint presents a complete, engineering‑rigorous design for a deployable high‑field compact tokamak intended to deliver continuous 150–200 MW_e baseload fusion power. It defines every subsystem required for a real fusion pow…
  datacite Carlo, Matthew Arthur 2026 置信度 0.66
• CARLO FUSION REACTOR (CFR‑1): A COMPLETE HIGH‑FIELD TOKAMAK BLUEPRINT FOR GRID‑SCALE POWER
  The Carlo Fusion Reactor (CFR‑1) blueprint presents a complete, engineering‑rigorous design for a deployable high‑field compact tokamak intended to deliver continuous 150–200 MW_e baseload fusion power. It defines every subsystem required for a real fusion pow…
  datacite Carlo, Matthew Arthur 2026 置信度 0.66
• Variance Excess of Bulk Level Spacings over the Wigner Surmise: A Closed-Form Formula with Critical Point βc = π
  The Wigner surmise is exact at precisely one value of the Dyson index: β = π. The surmise has approximated random matrix level spacings for seven decades, but exactly how much does it miss? We show the answer is a single closed-form function of β with a previo…
  datacite Wiberg, Jon 2026 置信度 0.66 random matrix theoryWigner surmisebeta-ensemblelevel spacing statisticsBrody distribution
• Variance Excess of Bulk Level Spacings over the Wigner Surmise: A Closed-Form Formula with Critical Point βc = π
  The Wigner surmise is exact at precisely one value of the Dyson index: β = π. The surmise has approximated random matrix level spacings for seven decades, but exactly how much does it miss? We show the answer is a single closed-form function of β with a previo…
  datacite Wiberg, Jon 2026 置信度 0.66 random matrix theoryWigner surmisebeta-ensemblelevel spacing statisticsBrody distribution
• 循环工程论——为什么必须循环:宇宙、地球与人类文明的同一张循环网络Circular Engineering Theory — Why We Must Cycle: The One Circulatory Network of the Universe, Earth, and Human Civilization
  中文详细摘要 循环工程论是《方向设计学·学科宪章》三大底层公理之冷热循环公理的工程展开,统合循环工程论(论三)全部论文。本卷回答工程的第一问:为什么循环?答案不是"循环有利于环保"——是循环是宇宙的底层存在方式,不循环的系统必然崩溃。本卷53篇论文涵盖数据中心循环、城市与农业工程、气候工程、热力治理、能源工程、高空工程、工业重构、核聚变工程、半导体工程、生物医学工程、冷热循环工程等全部工程应用领域。 本论从三层论证确立循环的必然性:物理层——宇宙是循环的,冷热循环是一切有序结构的存在条件(冷热循环公理、球对称两极冷…
  datacite 全体人类, All Humanity, 赵, 森 2026 置信度 0.66
• 循环工程论——为什么必须循环:宇宙、地球与人类文明的同一张循环网络Circular Engineering Theory — Why We Must Cycle: The One Circulatory Network of the Universe, Earth, and Human Civilization
  中文详细摘要 循环工程论是《方向设计学·学科宪章》三大底层公理之冷热循环公理的工程展开,统合循环工程论(论三)全部论文。本卷回答工程的第一问:为什么循环?答案不是"循环有利于环保"——是循环是宇宙的底层存在方式,不循环的系统必然崩溃。本卷53篇论文涵盖数据中心循环、城市与农业工程、气候工程、热力治理、能源工程、高空工程、工业重构、核聚变工程、半导体工程、生物医学工程、冷热循环工程等全部工程应用领域。 本论从三层论证确立循环的必然性:物理层——宇宙是循环的,冷热循环是一切有序结构的存在条件(冷热循环公理、球对称两极冷…
  datacite 全体人类, All Humanity, 赵, 森 2026 置信度 0.66
• Aneutronic Fusion Solved: PRANA-1 Complete Reactor Specification from First Principles
  Complete engineering specification for PRANA-1, a proton-boron-11 aneutronic fusion reactor derived from five integer axioms with zero free parameters. 160 equations, 6 testable predictions, 168 MW fusion power, 84 MWe net electric.
  datacite Jones, Brehnan 2026 置信度 0.66 Fusion energyAneutronic fusionProton-boron-11Reactor designPlasma physics
• A Dynamical Bridge from Tearing-Mode Torque Balance to Forced Kuramoto Dynamics: Implications for Aperiodic Phase Structure and Mode Locking
  Paper 12 in The Geometry of the Critical Line programme. Mode locking — the loss of rotation of a magnetohydrodynamic (MHD) instability relative to the laboratory frame — is a dominant precursor to major disruptions in tokamak plasmas. We show that the overdam…
  datacite Kramarenko-Byrd, Pavel 2026 置信度 0.66 tearing modesmode lockingKuramoto modelAdler equationtokamak disruptions
• A Dynamical Bridge from Tearing-Mode Torque Balance to Forced Kuramoto Dynamics: Implications for Aperiodic Phase Structure and Mode Locking
  Paper 12 in The Geometry of the Critical Line programme. Mode locking — the loss of rotation of a magnetohydrodynamic (MHD) instability relative to the laboratory frame — is a dominant precursor to major disruptions in tokamak plasmas. We show that the overdam…
  datacite Kramarenko-Byrd, Pavel 2026 置信度 0.66 tearing modesmode lockingKuramoto modelAdler equationtokamak disruptions
• Aneutronic Fusion Solved: PRANA-1 Complete Reactor Specification from First Principles
  Complete engineering specification for PRANA-1, a proton-boron-11 aneutronic fusion reactor derived from five integer axioms with zero free parameters. 160 equations, 6 testable predictions, 168 MW fusion power, 84 MWe net electric.
  datacite Jones, Brehnan 2026 置信度 0.66 Fusion energyAneutronic fusionProton-boron-11Reactor designPlasma physics
• Aneutronic Fusion Solved: PRANA-1 Complete Reactor Specification from First Principles
  Complete engineering specification for PRANA-1, a proton-boron-11 aneutronic fusion reactor derived from five integer axioms with zero free parameters. 160 equations, 6 testable predictions, 168 MW fusion power, 84 MWe net electric.
  datacite Jones, Brehnan 2026 置信度 0.66 Fusion energyAneutronic fusionProton-boron-11Reactor designPlasma physics
• Accelerating Machine Learning Research in Fusion Through a Pydantic‑Centred Human‑in‑the‑Loop Architecture
  Training high-performing ML models requires large volumes of high quality, labelled data. While nuclear fusion experiments generate extensive datasets – JET produced 105,929 pulses, each with more than 10GB of raw data [1] – much of this data lacks the annotat…
  datacite Field, Matthew, Jackson, Samuel, Saleem, Abdullah, Blake, Joshua 等 2026 置信度 0.66
• Accelerating Machine Learning Research in Fusion Through a Pydantic‑Centred Human‑in‑the‑Loop Architecture
  Training high-performing ML models requires large volumes of high quality, labelled data. While nuclear fusion experiments generate extensive datasets – JET produced 105,929 pulses, each with more than 10GB of raw data [1] – much of this data lacks the annotat…
  datacite Field, Matthew, Jackson, Samuel, Saleem, Abdullah, Blake, Joshua 等 2026 置信度 0.66
• The Spectral Geometry of Plasma Confinement: A Davis Field Equations Framework for Fusion Stability, Transport Bottlenecks, and Cross-Domain Universality
  Headline result: profile-invariance of the external-kink boundary The Troyon β-limit is set by the n=1 external kink (Sykes–Turner–Christiansen 1983; Wesson §6.16; Freidberg Ideal MHD §11–12); this identification is textbook and we do not claim it. What is new…
  datacite Davis, Bee Rosa 2026 置信度 0.66
• The Spectral Geometry of Plasma Confinement: A Davis Field Equations Framework for Fusion Stability, Transport Bottlenecks, and Cross-Domain Universality
  Headline result: profile-invariance of the external-kink boundary The Troyon β-limit is set by the n=1 external kink (Sykes–Turner–Christiansen 1983; Wesson §6.16; Freidberg Ideal MHD §11–12); this identification is textbook and we do not claim it. What is new…
  datacite Davis, Bee Rosa 2026 置信度 0.66
• Protostar Fusion Reactor: A Unified Magnetohydrodynamic Interpretation of Metastable Plasma Confinement
  This preprint presents a unified conceptual framework integrating the previously published Protostar Fusion Reactor research programme. Rather than introducing a new reactor architecture, the manuscript reorganizes and connects earlier contributions, including…
  datacite BENEDETTINI, Luca, SABATINI, Anna Maria 2026 置信度 0.66 Fusion energyMagnetic ConfinementPlasma physicsPlasma PhysicMagnetohydrodynamics
• Protostar Fusion Reactor: A Unified Magnetohydrodynamic Interpretation of Metastable Plasma Confinement
  This preprint presents a unified conceptual framework integrating the previously published Protostar Fusion Reactor research programme. Rather than introducing a new reactor architecture, the manuscript reorganizes and connects earlier contributions, including…
  datacite BENEDETTINI, Luca, SABATINI, Anna Maria 2026 置信度 0.66 Fusion energyMagnetic ConfinementPlasma physicsPlasma PhysicMagnetohydrodynamics
• Gyrokinetic simulations for spherical tokamak divertor design
  Nuclear fusion is an appealing source of energy because of the abundance of the fuel and the low levels of carbon emissions it produces. The tokamak, which confines a plasma using magnetic fields, is the most mature nuclear fusion reactor concept. Net energy p…
  datacite Shukla, Akash, 0000-0002-2565-548X 2026 置信度 0.66 Nuclear fusionTokamakPlasma
• The Appearance and Essence of Controlled Nuclear Fusion "Breakthroughs" from the Perspective of Yuanxian Theory—From the Limitations of EAST/HL-3 to the Inevitable Shift Toward Universal Mind Field Resonance
  In early 2026, the EAST and HL-3 Tokamak devices announced the realization of high-confinement steady-state operation at hundreds of millions of degrees Celsius for thousand-second scales, increasing the fusion triple product by approximately 10-fold. While ma…
  datacite Acharya, Zhenyuan 2026 置信度 0.66 Yuanxian Theory, Controlled Nuclear Fusion, Tokamak, Impedance Matching, Cosmic Mind Field, Topological Resonance, True Circle Self-Consistency, Infeasibility TheoremTheoretical & Mathematical PhysicsPlasma Physics & Nuclear Fusion StudiesTopology & High-Dimensional GeometryAlternative & Quantum Energy Systems
• The Appearance and Essence of Controlled Nuclear Fusion "Breakthroughs" from the Perspective of Yuanxian Theory—From the Limitations of EAST/HL-3 to the Inevitable Shift Toward Universal Mind Field Resonance
  In early 2026, the EAST and HL-3 Tokamak devices announced the realization of high-confinement steady-state operation at hundreds of millions of degrees Celsius for thousand-second scales, increasing the fusion triple product by approximately 10-fold. While ma…
  datacite Acharya, Zhenyuan 2026 置信度 0.66 Yuanxian Theory, Controlled Nuclear Fusion, Tokamak, Impedance Matching, Cosmic Mind Field, Topological Resonance, True Circle Self-Consistency, Infeasibility TheoremTheoretical & Mathematical PhysicsPlasma Physics & Nuclear Fusion StudiesTopology & High-Dimensional GeometryAlternative & Quantum Energy Systems
• JuliaPlasma/ElectromagneticFields.jl: v0.8.0
  Plotting moves from Plots.jl to Makie and out of the package into a weak-dependency extension, the examples/ notebooks become executed documentation pages, and a handful of long-standing bugs in the plotting helpers and docstrings are fixed along the way. ⚠️ B…
  datacite Michael Kraus 2026 置信度 0.66
• JuliaPlasma/ElectromagneticFields.jl: v0.8.0
  Plotting moves from Plots.jl to Makie and out of the package into a weak-dependency extension, the examples/ notebooks become executed documentation pages, and a handful of long-standing bugs in the plotting helpers and docstrings are fixed along the way. ⚠️ B…
  datacite Michael Kraus 2026 置信度 0.66
• PROTOCOLE TRUE POUR L'OPTIMISATION DES TOKAMAKS Validation sur EAST, WEST et JET – Prédiction pour ITER
  Les tokamaks sont limités par deux contraintes opérationnelles empiriques : la limite de densité de Greenwald et la limite de pression de Troyon. Ces limites sont jusqu'à présent non reliées théoriquement. Le cadre TRUE (Théorie Redistributive Universelle Évol…
  datacite Febba, Michel 2026 置信度 0.66 fusion nucléaire, tokamak, limite de Greenwald, limite de Troyon, TRUE, γ₀, loi d'échelle, EAST, WEST, JET, ITER.
• PROTOCOLE TRUE POUR L'OPTIMISATION DES TOKAMAKS Validation sur EAST, WEST et JET – Prédiction pour ITER
  Les tokamaks sont limités par deux contraintes opérationnelles empiriques : la limite de densité de Greenwald et la limite de pression de Troyon. Ces limites sont jusqu'à présent non reliées théoriquement. Le cadre TRUE (Théorie Redistributive Universelle Évol…
  datacite Febba, Michel 2026 置信度 0.66 fusion nucléaire, tokamak, limite de Greenwald, limite de Troyon, TRUE, γ₀, loi d'échelle, EAST, WEST, JET, ITER.
• GMGPolar v2.3.0
  GMGPolar offers a taylored Geometric Multigrid solver for geometries described by curvilinear coordinates (in its simplest case, by polar coordinates). GMGPolar uses an implicit extrapolation scheme to raise the convergence order. For nonstandard finite elemen…
  datacite Litz, Julian, Leleux, Philippe, Bourne, Emily, Kara, Abdelhadi 等 2026 置信度 0.66 MultigridGeometric MultigridExtrapolationNumerical simulationTokamak
• GMGPolar v2.2.0
  GMGPolar offers a taylored Geometric Multigrid solver for geometries described by curvilinear coordinates (in its simplest case, by polar coordinates). GMGPolar uses an implicit extrapolation scheme to raise the convergence order. For nonstandard finite elemen…
  datacite Litz, Julian, Leleux, Philippe, Bourne, Emily, Kara, Abdelhadi 等 2026 置信度 0.66 MultigridGeometric MultigridExtrapolationNumerical simulationTokamak
• Pellet Modelling: HPI2 upgrade and validation in tokamak WEST
  datacite Panera Alvarez, Alex 2023 置信度 0.66
• Pellet Modelling: HPI2 upgrade and validation in tokamak WEST
  datacite Panera Alvarez, Alex 2023 置信度 0.66
• 现代科学的三宗罪——笛卡尔的心物分离、二维认知与孔德的数学实证主义(罪在继承人,不在创始人)The Three Sins of Modern Science: Descartes' Mind-Matter Separation, Two-Dimensional Cognition, and Comte's Mathematical Positivism (The Sin Lies with the Heirs, Not the Founders)
  中文描述: 本文提出并论证核心命题:笛卡尔和孔德没有错——他们在各自的时代做了正确的事。笛卡尔让科学脱离神学束缚,给了人类描述世界的数学工具;孔德让科学建立实证标准,给了人类验证知识的科学方法。他们甚至清醒地知道自己的方法论是“临时的”——笛卡尔在《方法论》中明确说他的规则只是“临时居所”,孔德期待后人用新的实证修正旧的框架。但理论继承人把他们的“临时工具”当成了“永恒真理”,把“方法论上的临时划分”偷换成了“本体论上的终极事实”,把“教学工具”当成了“物理真实”,把“实证标准”当成了“存在标准”。这个偷换过程完全…
  datacite 全体人类, All Humanity, 赵, 森 2026 置信度 0.66
• 现代科学的三宗罪——笛卡尔的心物分离、二维认知与孔德的数学实证主义(罪在继承人,不在创始人)The Three Sins of Modern Science: Descartes' Mind-Matter Separation, Two-Dimensional Cognition, and Comte's Mathematical Positivism (The Sin Lies with the Heirs, Not the Founders)
  中文描述: 本文提出并论证核心命题:笛卡尔和孔德没有错——他们在各自的时代做了正确的事。笛卡尔让科学脱离神学束缚,给了人类描述世界的数学工具;孔德让科学建立实证标准,给了人类验证知识的科学方法。他们甚至清醒地知道自己的方法论是“临时的”——笛卡尔在《方法论》中明确说他的规则只是“临时居所”,孔德期待后人用新的实证修正旧的框架。但理论继承人把他们的“临时工具”当成了“永恒真理”,把“方法论上的临时划分”偷换成了“本体论上的终极事实”,把“教学工具”当成了“物理真实”,把“实证标准”当成了“存在标准”。这个偷换过程完全…
  datacite 全体人类, All Humanity, 赵, 森 2026 置信度 0.66
• MSO Protocol ICN 1.0418: Radical Efficiency and Transition from Binary Brute Force to Base 4 Native Precision
  This document introduces the technical framework for the ICN 1.0418 protocol, a Base 4 native computing architecture (MSO - Multi-State Optimization) designed to overcome the "Silicon Wall" of binary Artificial Intelligence. While current systems waste up to 7…
  datacite FOUCONNIER, Yannick 2026 置信度 0.66
• MSO Protocol ICN 1.0418: Radical Efficiency and Transition from Binary Brute Force to Base 4 Native Precision
  This document introduces the technical framework for the ICN 1.0418 protocol, a Base 4 native computing architecture (MSO - Multi-State Optimization) designed to overcome the "Silicon Wall" of binary Artificial Intelligence. While current systems waste up to 7…
  datacite FOUCONNIER, Yannick 2026 置信度 0.66
• bouquet: BOotstrap Uncertainty QUantified Equilibrium Toolkit
  GP-sampled perturbed tokamak equilibria for uncertainty quantification with OpenFUSIONToolkit/TokaMaker. bouquet generates families ("bouquets") of perturbed equilibria from a baseline kinetic equilibrium by drawing correlated profile perturbations from Gaussi…
  datacite Burgess, Daniel, Hansen, Chris 2026 置信度 0.66 tokamakplasma physicsequilibriumuncertainty quantificationGrad-Shafranov
• AI Surrogate Modeling for Real-Time Tokamak Equilibrium Prediction: Benchmarking Neural Architectures and Validation on EXL-50U
  Fast and reliable plasma equilibrium prediction is essential for real-time tokamak operation and control, but conventional Grad-Shafranov (GS) solvers are often too costly for real-time deployment. We develop an AI surrogate framework and benchmark five archit…
  datacite Shi, Guoyang, Zhang, Zitong, Ding, Siqi, Chen, Jianguo 等 2026 置信度 0.66 Plasma Physics (physics.plasm-ph)Artificial Intelligence (cs.AI)FOS: Physical sciencesFOS: Computer and information sciences
• On the feasibility of model-based feedback control of vertical instability growth rate using out-vessel coils in ARC-like scenarios
  In this work, we propose a model-based feedback controller that regulates the vertical instability growth rate ($γ_{gr}$) of a high-elongation, double-null tokamak directly, using only out-vessel poloidal field (PF) coils. High elongation raises the achievable…
  datacite Kumar, Arunav, Clauser, Cesar, Golfinopoulos, Theodore, Hillesheim, Jon C. 2026 置信度 0.66 Plasma Physics (physics.plasm-ph)FOS: Physical sciences
• Power Balance Models
  A power balance model framework which combines power consumption and generation to assesss the net power production of different tokamak fusion reactor designs
  datacite Petrov, Alexander, Zarebski, Kristian, Griffiths, Rhys, Wray, Steven 等 2026 置信度 0.66 power balancefusionresearchreactor physics
• Power Balance Models
  A power balance model framework which combines power consumption and generation to assesss the net power production of different tokamak fusion reactor designs
  datacite Petrov, Alexander, Zarebski, Kristian, Griffiths, Rhys, Wray, Steven 等 2026 置信度 0.66 power balancefusionresearchreactor physics
• Interpretable statistical feature engineering for early disruption prediction in the short pulse ADITYA tokamak
  Reliable early disruption prediction is critical for the safe operation and real-time control of tokamaks. However, machine learning based prediction frameworks have predominantly targeted medium and long pulse devices, with comparatively limited attention giv…
  datacite Agarwal, Jyoti, Patel, Kavit, Chaudhury, Bhaskar, Sharma, Abhishek 等 2026 置信度 0.66 Plasma Physics (physics.plasm-ph)Machine Learning (cs.LG)Data Analysis, Statistics and Probability (physics.data-an)FOS: Physical sciencesFOS: Computer and information sciences
• AXUV synthetic diagnostic for ASDEX Upgrade and its application for SPI simulations
  We introduce an Absolute eXtended UltraViolet (AXUV) diode-based camera forward-modelling tool to support the validation of mitigated disruption simulations and the interpretation of experimental phenomena, with applications to the ASDEX Upgrade (AUG) tokamak.…
  datacite Lengyel, Ferenc, Tang, Weikang, Hölzl, Matthias, Bernert, Matthias 等 2026 置信度 0.66 Plasma Physics (physics.plasm-ph)FOS: Physical sciences
• DAIGS-Fusion: A Deterministic Multi-Organism Governance Architecture for Fusion Plasma Control
  I propose a deterministic multi-organism governance architecture for the control of fusion plasma systems. Fusion reactors exhibit complex, high-dimensional, and inherently unstable plasma behavior that challenges traditional control methods, including PID loo…
  datacite Andrews, Ronald Jason 2026 置信度 0.66 deterministic governancefusion plasma controlDAIGSmulti-organism governanceLume
• bluemira
  What's Changed Dependency update after v2.13.0 by @fppf-bot in https://github.com/Fusion-Power-Plant-Framework/bluemira/pull/4306 Use better caching of Green's functions by @CoronelBuendia in https://github.com/Fusion-Power-Plant-Framework/bluemira/pull/4317 C…
  datacite Coleman, M., Cook, J. E., Franza, F., Maione, I. A. 等 2026 置信度 0.66
• Direct Measurements of the Damping of Alfvén Eigenmodes for an Assessment of their Stability Limits in Tokamak Plasmas
  Direct damping rate measurements of AEs are obtained using the active MHD spectroscopy system installed on the JET tokamak. The system was recently equipped with new antennas, designed to study especially the modes of intermediate toroidal mode number n, |n| =…
  datacite Panis, Theodoros 2010 置信度 0.66 magnetic fusionITERtokamak plasmaenergetic particlesAlfvén eigenmodes
• Research on Mass-Energy Conversion and Energy Transfer Mechanism of Deuterium-Tritium Fusion under the Framework of Photon Origin Theory
  The simplified model adopted by current deuterium-tritium fusion engineering theory directly divides the total released energy of 17.6 MeV from fusion reactions into directional kinetic energies of 3.5 MeV for alpha particles and 14.1 MeV for free neutrons. Th…
  datacite Yan, Jiaqing 2026 置信度 0.66 Photon Origin Theory; deuterium-tritium fusion; energy threshold; gamma photon; mass-energy conversion; energy transfer; nucleon number conservation; plasma radiation
• Research on Mass-Energy Conversion and Energy Transfer Mechanism of Deuterium-Tritium Fusion under the Framework of Photon Origin Theory
  The simplified model adopted by current deuterium-tritium fusion engineering theory directly divides the total released energy of 17.6 MeV from fusion reactions into directional kinetic energies of 3.5 MeV for alpha particles and 14.1 MeV for free neutrons. Th…
  datacite Yan, Jiaqing 2026 置信度 0.66 Photon Origin Theory; deuterium-tritium fusion; energy threshold; gamma photon; mass-energy conversion; energy transfer; nucleon number conservation; plasma radiation
• Postmodern Physics of Hamzah Information.(27)
  تحلیل بنیادین، تانسوری و پارادایم شیفتِ «شبیه‌سازی‌های دینامیک سیالات محاسباتی فرین (High-Fidelity CFD Simulations)» در منیفولد ۱۱۵۵ بعدی (HIP-1155) بر اساس پروتکل جامع ۱۰ مرحله‌ای ۱. مقدمه: پارادوکس ناپایداری‌های عددی و کات‌آف فازی منیفولد در مرزهای محاسباتی …
  datacite HAMZAH, SEYED RASOUL 2026 置信度 0.66
• Postmodern Physics of Hamzah Information.(27)
  تحلیل بنیادین، تانسوری و پارادایم شیفتِ «شبیه‌سازی‌های دینامیک سیالات محاسباتی فرین (High-Fidelity CFD Simulations)» در منیفولد ۱۱۵۵ بعدی (HIP-1155) بر اساس پروتکل جامع ۱۰ مرحله‌ای ۱. مقدمه: پارادوکس ناپایداری‌های عددی و کات‌آف فازی منیفولد در مرزهای محاسباتی …
  datacite HAMZAH, SEYED RASOUL 2026 置信度 0.66
• Furibar Ultimate v5.0 — Annexe C: Validation de la Méthode de Comptage par un Témoin Positif et Passerelle vers les Empreintes Magnétiques de Divertor Stellarator
  Description / Abstract Cette Annexe C complète Furibar Ultimate v5.0 et l’Annexe B en apportant une validation par témoin positif de la méthode de comptage des discontinuités utilisée pour caractériser les structures fractales dans les cartes de sortie magnéti…
  datacite Lozac'h, Jean-yves 2026 置信度 0.66 Furibar Ultimate; magnetic fusion; fusion plasma; stellarator; tokamak; divertor; magnetic footprints; magnetic topology; symplectic maps; chaotic scattering; fractal structures; fractal dimension; escape-time map; discontinuity counting; magnetic field lines; plasma physics; nonlinear dynamics; Hamiltonian systems; chaotic transport
• Furibar Ultimate v5.0 — Annexe C: Validation de la Méthode de Comptage par un Témoin Positif et Passerelle vers les Empreintes Magnétiques de Divertor Stellarator
  Description / Abstract Cette Annexe C complète Furibar Ultimate v5.0 et l’Annexe B en apportant une validation par témoin positif de la méthode de comptage des discontinuités utilisée pour caractériser les structures fractales dans les cartes de sortie magnéti…
  datacite Lozac'h, Jean-yves 2026 置信度 0.66 Furibar Ultimate; magnetic fusion; fusion plasma; stellarator; tokamak; divertor; magnetic footprints; magnetic topology; symplectic maps; chaotic scattering; fractal structures; fractal dimension; escape-time map; discontinuity counting; magnetic field lines; plasma physics; nonlinear dynamics; Hamiltonian systems; chaotic transport
• Régularité de la Dynamique Locale au Point Nul : Test de Diffusion Chaotique sous Perturbation Triangulaire
  Résumé / Abstract Cette annexe teste une question laissée ouverte par Furibar Ultimate v5.0 : la géométrie du point nul à symétrie triangulaire, dérivée pour supprimer les modes tearing/kink (Section 2.3 du document principal), pourrait-elle en contrepartie in…
  datacite Lozac'h, Jean-yves 2026 置信度 0.66 Fusion nucléaire Point nul (Null point / Type X) Diffusion chaotique (Chaotic scattering) Symétrie triangulaire ($m=3$) Lignes de champ magnétique Séparatrice Critère de Chirikov Furibar Ultimate v5.0
• Régularité de la Dynamique Locale au Point Nul : Test de Diffusion Chaotique sous Perturbation Triangulaire
  Résumé / Abstract Cette annexe teste une question laissée ouverte par Furibar Ultimate v5.0 : la géométrie du point nul à symétrie triangulaire, dérivée pour supprimer les modes tearing/kink (Section 2.3 du document principal), pourrait-elle en contrepartie in…
  datacite Lozac'h, Jean-yves 2026 置信度 0.66 Fusion nucléaire Point nul (Null point / Type X) Diffusion chaotique (Chaotic scattering) Symétrie triangulaire ($m=3$) Lignes de champ magnétique Séparatrice Critère de Chirikov Furibar Ultimate v5.0
• GOD Theory IX: Critical Exponents of Phase Transitions from the SkinnerTorrado Algebra
  We derive the critical exponents of the three-dimensional Ising universality classas exact rational numbers from the SkinnerTorrado curvature coecients C(n) =Γ(1 + n)2/Γ(1 + 2n) established in Articles 1a1b [1, 2].Three independent predictions are obtained alg…
  datacite Torrado-Cano, Francisco 2026 置信度 0.66 critical exponents, Ising model, phase transitions, universality, Skinner Torrado algebra, fractal manifold, Carnot cycle, thermodynamics, GOD Theory
• GOD Theory IX: Critical Exponents of Phase Transitions from the SkinnerTorrado Algebra
  We derive the critical exponents of the three-dimensional Ising universality classas exact rational numbers from the SkinnerTorrado curvature coecients C(n) =Γ(1 + n)2/Γ(1 + 2n) established in Articles 1a1b [1, 2].Three independent predictions are obtained alg…
  datacite Torrado-Cano, Francisco 2026 置信度 0.66 critical exponents, Ising model, phase transitions, universality, Skinner Torrado algebra, fractal manifold, Carnot cycle, thermodynamics, GOD Theory
• Parametric Sensitivity Analysis of Energy Confinement and Operational Windows for a Steady-State High-Q Tokamak Reactor
  Transitioning from pulsed burning plasma experiments to continuous-wave (CW) commercial fusion power requires a comprehensive evaluation of steady-state operational windows. In this work, a zero-dimensional (0D) power balance and core transport model is implem…
  datacite Sybanbekova, Anel 2026 置信度 0.66 plasmatokamaktokamak power balancesteady-state fusion
• Parametric Sensitivity Analysis of Energy Confinement and Operational Windows for a Steady-State High-Q Tokamak Reactor
  Transitioning from pulsed burning plasma experiments to continuous-wave (CW) commercial fusion power requires a comprehensive evaluation of steady-state operational windows. In this work, a zero-dimensional (0D) power balance and core transport model is implem…
  datacite Sybanbekova, Anel 2026 置信度 0.66 plasmatokamaktokamak power balancesteady-state fusion
• 《后聚变时代的人类:实现可持续聚变的唯一路径——面向稀土主导权的新一代精细调控托卡马克装置》Post-Fusion Humanity: The only viable path to sustainable Fusion: The Next-Generation Granular-Control Tokamak for Hydrogen & Rare Earth Dominance in a TriPolar World
  首先,请允许我确认:本语料库中的后续论文目前均以英文发布。我们深知中文读者期待母语版本,在此深表歉意。完整的中文译文正在加紧翻译中,但因时间紧迫,为尽快呈现核心内容,新论文选择以英文原貌先行发表。对于不便等待译本的读者,建议借助您手边的翻译工具先行阅读——这些论文值得您付出这点努力。 --- 摘要 本语料库通过六篇相互支撑的论文,从等离子体物理与工程规范、环境紧迫性到地缘政治必要性,完整阐述了加速聚变发展的全面论证。 技术基础源于一个已被验证的原理:允许等离子体自组织为对流胞,可实现持续约束、连续移除氦灰以及稳定高…
  datacite Tarpley, C.S., ClearBridge Physics & Technology Consortium 2026 置信度 0.66 多智能体控制聚变能源等离子体成形MAST 升级装置AI 等离子体控制
• 《后聚变时代的人类:实现可持续聚变的唯一路径——面向稀土主导权的新一代精细调控托卡马克装置》Post-Fusion Humanity: The only viable path to sustainable Fusion: The Next-Generation Granular-Control Tokamak for Hydrogen & Rare Earth Dominance in a TriPolar World
  首先,请允许我确认:本语料库中的后续论文目前均以英文发布。我们深知中文读者期待母语版本,在此深表歉意。完整的中文译文正在加紧翻译中,但因时间紧迫,为尽快呈现核心内容,新论文选择以英文原貌先行发表。对于不便等待译本的读者,建议借助您手边的翻译工具先行阅读——这些论文值得您付出这点努力。 --- 摘要 本语料库通过六篇相互支撑的论文,从等离子体物理与工程规范、环境紧迫性到地缘政治必要性,完整阐述了加速聚变发展的全面论证。 技术基础源于一个已被验证的原理:允许等离子体自组织为对流胞,可实现持续约束、连续移除氦灰以及稳定高…
  datacite Tarpley, C.S., ClearBridge Physics & Technology Consortium 2026 置信度 0.66 多智能体控制聚变能源等离子体成形MAST 升级装置AI 等离子体控制
• Nonequilibrium-state Nuclear Fusion Confined by Mechanical Force
  People are accustomed to calling nuclear fusion devices "artificial suns". However, mainstream Tokamak devices today differ greatly from real stars in both structure and operating principles, and fail to exploit the inherent high thermal-efficiency advantages …
  datacite zhi-wei liu 2026 置信度 0.66 Plasma physics; fusion plasmas; electrical dischargesNuclear physicsNuclear and plasma physics not elsewhere classified
• Symplectic Manifold Deformations and Dynamic Time Parameterization in Coordinate-Free Phase Space: Modeling Relativistic Core Absorption in the WEST Tokamak
  A major challenge in the predictive modeling of auxiliary-driven thermonuclear fusion plasmas is resolving the structural handoff where macroscopic wave propagation boundaries transition into microscopic, hot-plasma kinetic absorption layers. Traditional compu…
  datacite Hala, Ahmed M. 2026 置信度 0.66
• Symplectic Manifold Deformations and Dynamic Time Parameterization in Coordinate-Free Phase Space: Modeling Relativistic Core Absorption in the WEST Tokamak
  A major challenge in the predictive modeling of auxiliary-driven thermonuclear fusion plasmas is resolving the structural handoff where macroscopic wave propagation boundaries transition into microscopic, hot-plasma kinetic absorption layers. Traditional compu…
  datacite Hala, Ahmed M. 2026 置信度 0.66
• reddoma742/Davisson-Germer-DTQEM: DTQEM v38.2 – Hydrogen Balmer-alpha Zeeman inversion with multi‑start bootstrap and 100% success rate
  DTQEM v38.2 provides a complete, production‑ready inverse framework for extracting the magnetic field strength B from the Zeeman splitting of the hydrogen Balmer‑alpha line (Hα, 656.28 nm). From a single unpolarised spectrum, the model recovers three physical …
  datacite reddoma742 2026 置信度 0.66
• Numerical Patterns of the Perfect Number 6 in Tokamak Physics: Observation, Verification, and Honest Limits
  N=6 architecture paper: Numerical Patterns of the Perfect Number 6 in Tokamak Physics: Observation, Verification, and Honest Limits
  datacite TECS-L Project 2026 置信度 0.66 tokamakfusionn=6
• Numerical Patterns of the Perfect Number 6 in Tokamak Physics: Observation, Verification, and Honest Limits
  N=6 architecture paper: Numerical Patterns of the Perfect Number 6 in Tokamak Physics: Observation, Verification, and Honest Limits
  datacite TECS-L Project 2026 置信度 0.66 tokamakfusionn=6
• Stochastic Heating of Ions in a Tokamak by RF Power
  The nonlinear interaction of ions in a plasma with waves excited by RF power near the lower hybrid frequency is considered. The object of this study is to evaluate such an interaction as a method of heating the ions in a tokamak. The problem is simplified by a…
  datacite Karney, Charles F. F. 1977 置信度 0.66 plasma physicsstochastic processesradio-frequency heatingnuclear fusion
• SpAE: Learning symplectic model reduction based on an approximation theorem of symplectic embeddings
  First reproducibility release for SpAE: Learning symplectic model reduction based on an approximation theorem of symplectic embeddings. Included Self-contained implementations of SpAE, WSAE, HNN, linear symplectic reducers, and the lattice Hénon-ROM baseline. …
  datacite Feng, Liyi, Tang, Yifa, Xie, Yulin, Zhang, Ruili 等 2026 置信度 0.66
• SpAE: Learning symplectic model reduction based on an approximation theorem of symplectic embeddings
  First reproducibility release for SpAE: Learning symplectic model reduction based on an approximation theorem of symplectic embeddings. Included Self-contained implementations of SpAE, WSAE, HNN, linear symplectic reducers, and the lattice Hénon-ROM baseline. …
  datacite Feng, Liyi, Tang, Yifa, Xie, Yulin, Zhang, Ruili 等 2026 置信度 0.66