Results 151 to 160 of about 40,763 (198)
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This paper presents an engine failure early warning algorithm based on critical fluctuation precursors, designed to capture early warning signals before layered spallation occurs in liquid rocket engine combustion chambers. The algorithm adopts a dual-module architecture: the temporal module uses high-frequency pulse clusters in acoustic emission ...
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Internal reference: SFM-2026-028. Version 1.1.0 (May 2026, revised in response to external peer review). This is the flagship review paper of the IFD framework, providing the definitive exposition of Information Field Dynamics as a cross-domain unified theory.
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Internal reference: SFM-2026-036. Version 1.3.0 (May 27, 2026, revised in response to second-round peer review). This paper is the methodological counterpart to SFM-2026-035 (DCC-native architecture)—while SFM-2026-035 proposes the hardware implementation, this paper provides the theoretical foundations for why the DCC method works.
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Internal reference: SFM-2026-035. Version 1.1.0 (May 27, 2026, revised in response to peer review). This paper is the first concrete application instance of the information field cultivator paradigm—it directly designs a computing architecture with the degree of order of the information field as the objective function. The Hopf fibration, Hilbert curve,
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This paper argues that solid electrolyte grain boundaries are two-dimensional fast diffusion channels for lithium ions and vacancies, with the diffusion enhancement factor making the local Nvi-battery value far higher than that of the bulk material, leading to preferential dendrite growth along grain boundaries.
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Internal reference: SFM-2026-007. This is the foundational theoretical paper of the Starfire Matrix project, providing the philosophical and mathematical framework from which all subsequent engineering papers derive their unifying logic. Version 3 incorporates comprehensive revisions responding to three independent audits: axiom system reconstruction ...
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This paper systematically collates a set of cross-domain isomorphic patterns—gradient-driven flow, interface convergence, and yielding to form a skeleton—observed across liquid rocket engines, TPS, solid-state batteries, semiconductor chips, LLMs, and the DCC methodology.
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This Research Note presents a structured comparative analysis between Huawei's τ scaling technologies (LogicFolding, Unified Bus, 3D Folding) and the Starship V3 heat shield design. Three common engineering principles are identified: breaking long-range paths, unifying interfaces, and restructuring dimensions.
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This paper provides a unified theoretical interpretation for four core engineering pain points in LLM development—safety alignment impairing reasoning, long-context information decay, knowledge distillation capability ceiling, and model selection assessment—through the lens of Information Field Dynamics.
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