Research works

Kimi K3 Under Compute Constraints: Implementing MergeMoE to Take 14 Shards to 5GB on Consumer Hardware

This paper documents the end-to-end effort of reducing Kimi K3, a 2.8-trillion-parameter, 896-expert Mixture-of-Experts model, to a single serving-grade ~5 GB, 8-layer slice that runs on a 2019 Lenovo ThinkPad L390 laptop (Intel Core i5-8265U, 7.4 GB usable single-channel DDR4, n...

Temporal Precedence Does Not Establish Functional Exclusion: A Causal-Control Analysis of the Libet Argument — with Companion Appendix "From Sketches to Models"

This deposition contains a two-part philosophical work on the Libet-type experiments, in which the readiness potential (RP) is observed to precede the reported onset of conscious intention (W)—a temporal ordering often taken as evidence against conscious control.Main paper (v10.1...

ECKART — a model-agnostic research companion: method note

Manuscripts by this author carry a standing acknowledgment describing how they came about.That acknowledgment refers here for the one thing it cannot carry itself: which tools and models were in use, and when.A published paper freezes. The tooling does not. A model version named...

Dimensional Compression and Infratier Gauge Closure A Generative Algebra from Phase-Spatial Coherence to Closure Exhaustion

See video first This paper develops a formal architecture for an infratier closure framework in which effective dimensional compression is interpreted as a reduction of independently discloseable degrees of freedom accompanied by growth of internal relational structure. The centr...

Effectiveness of 222 nm far-UVC disinfection of airborne and surface bioaerosols in railway trains

Abstract Since urban residents heavily rely on rail transit on a daily basis, controlling airborne infectious disease transmission in railway trains is critical for public health. In recent years, 222 nm far-ultraviolet C (UVC) lamps have emerged as a promising solution for disin...

Hybrid Digital-Exponent / Analog-Significand Memory Cells with Column-Shared Range Normalisation (v3 — consolidated with symmetric tunnelling SAR programming)

This technical note is a defensive publication. It is published to establish prior art and dedicate its subject matter to the public; the author asserts no patent rights over anything disclosed and does not intend to file any patent application covering it. A non-volatile memory...

Eligibility Discriminates Among Theorems and Not Among the Constants They Rest On

Separating a theorem's statement dependencies from its proof dependencies bounds how much classical dependence a formal library could shed. Across Mathlib, 13.1% of theorems have a choice-free statement and a choice-dependent proof; nothing outside that band can be removed under...

《元典》: A Unified Phenomenological Framework Verified in Nonlinear Dynamics——Exemplified by the Accurate Computation of the Lorenz System

本文验证《元典》框架在非线性动力学系统中的适用性。以洛伦茨系统——混沌理论的经典模型——为测试对象,研究表明,《元典》框架下的计算能够准确复现其相空间轨迹,无需依赖传统数值积分迭代。这一结果说明,《元典》框架的核心场量描述同样适用于确定性混沌系统,进一步扩展了该框架的跨领域验证范围。本版...

Unified Corrected Electromagnetism, Electrodynamics, and Quantum Electrodynamics within Global Realism: Finite Topological Charge, Retarded Vacuum Response, Historical Feedback, and the Quantum-Electrodynamic Calculation Interface

We construct a unified entry point to electromagnetism within the global-realism framework. The theory retains exactly three physical axioms: microscopic ontic definiteness with finite localization, physical reality of a unique spacetime–vacuum substrate, and persistent causal re...

The Mirror Calculus: A Presence-Only Mathematical Language; Formation, Descent, Geometry, and the Register-Typed Resolution of the Riemann Question

This volume develops a mathematical notation in which every markis kept under left--right reflection and the numeral zero does not occur, and carries that notation from its grammar through geometry,algebra, analysis, and analytic number theory. Formation precedestruth. The Mirror...

Emergence and Forgetting Obey Measurable Laws: The Occupancy Kinetics of Language Model Training

When does a capability emerge during training? When is it forgotten? Both are open: emergence has been called unpredictable; forgetting gives no loss-curve warning. Both answers run through a quantity nobody measures: how much of the model is already in use. To measure it, reset...

Pore morphological evolution in normally and overconsolidated natural clays under one-dimensional loading: deionised and saline pore fluid conditions

<title>Abstract</title> This study investigates how one-dimensional consolidation, swelling, and overconsolidation alter pore morphology in two natural clays of contrasting mineralogy, an illite-dominant Loess clay and an interstratified illite-smectite Lucera clay, tested under...

AI Revolution: The Death of Business Administration and the Birth of Inalienable Leadership

Artificial intelligence is increasingly performing administrative, analytical, coordinating, monitoring, communication, and decision-support functions historically associated with managers and business administration. This transformation does not imply the disappearance of organi...

The Jordan-Clifford Immersion and the Hamilton-Jacobi Flow: A Possible Resolution of the Frozen Time Problem in Loop Quantum Gravity

We present a self-contained, algebraic derivation of Hamilton--Jacobi dynamics from the Jordan--Clifford immersion. Working on the finite-dimensional operational subspace \(\mathcal{H} = \mathbb{C}^7_+ \oplus \mathbb{C}^7_- \cong \mathbb{C}^{14}\) associated to the Fano incidence...

Design of Stainless Steel Homogeneous and Hybrid I-Sections Exhibiting Strong Flange Behavior

Abstract Stainless steel built-up I-profile are frequently designed with webs significantly more slender than their flanges and greater material strength in the flanges in case of hybrid sections. Given the fundamental load case of pure compression or bending, the compressed flan...

AI Revolution: The Death of Business Administration and the Birth of Inalienable Leadership

Artificial intelligence is increasingly performing administrative, analytical, coordinating, monitoring, communication, and decision-support functions historically associated with managers and business administration. This transformation does not imply the disappearance of organi...

A Structural Model of the Universe's Large‑Scale Development

Paper 1 — The Developmental Geometry of the Cosmic Web The Developmental Geometry of the Cosmic Web introduces a structural model in which large‑scale cosmic patterns arise from developmental dynamics rather than purely gravitational evolution. Using SDSS CMASS/LOWZ data and JWST...

Unveiling centromeric retrotransposon dynamics through a high-quality rye genome assembly

Abstract Rye ( Secale cereale L.) is an important cereal crop known for its high yield potential and tolerance to biotic and abiotic stresses. However, its large, repeat-rich, and heterozygous genome has posed challenges for assembly compared to related species such as wheat and...

A Century of Experimental Physics Validation for Helical Holographic Quantum Mechanics (H3QM): A Geometric Physics Synthesis Homage to 100 Years of Experimental Physics Masters (1922--2026)

Abstract: Three landmark experimental breakthroughs in condensed matter physics and quantum information science---the discovery of the Quantum Anomalous Hall Effect (QAHE) by Xue Qikun's team, the satellite-based 1200 km quantum entanglement distribution by Pan Jianwei's team, an...

Modeling agroecosystem allelopathic soil legacy effects using generalized and mixed linear models

This study addresses the methodological and ecological challenges of evaluating soil legacy and allelopathic residual effects in agroecosystems.The allelopathic activity of edaphotopes from five agroecosystems (fallow with mixed herbage, apricot, walnut, Echinacea purpurea and an...