Research works

Conditional Value-at-Risk Optimization in Stochastic Unit Commitment for Energy Aggregator Scheduling

This paper studies a risk-averse stochastic unit commitment framework for an energy aggregator, operating a portfolio of conventional generators, renewable units, and battery energy storage in a network-constrained environment. Renewable generation and demand uncertainty are repr...

Echoes of growth: Demographic decoupling and path-dependent legacies in urban expansion across Europe

Urban expansion across Europe increasingly unfolds under heterogeneous demographic conditions. While population change has long structured interpretations of urban growth, recent evidence suggests urban expansion no longer adjusts to contemporary demographic dynamics as it once d...

Equivalent Numeric Approved Identity of Passport and Immigration Papers -- The Next Generation Identification Program (NGI) [A Short Introduction]

We express an interest to Equivalent Numeric Approved Identity of Passport and Immigration Papers. [We are making a submission to the Journal of Banking and Financial Technology].

The Calcium-Lanthanum Singularity Theorem: Exhaustive Discovery and Multi-Tool Cross-Validation of the d-Block and f-Block Regime Switching Centers in the Periodic Table ——First Deployment of the Factor Hierarchy Law in Chemistry, Verification of the Statistical Signature of Regime Factors, and Confirmation of the Chemical χ-Blindness (I)

This paper deploys the Factor Hierarchy Law in chemistry for the first time, conducting a presupposition-free regime audit of 118 elements by exhaustively testing 27 candidate factors, 9 explained variables, 7 transformations, and 10 structural break tools, totaling over 1,600 in...

From Regime Boundaries to Chemical Gauge Group: The Inevitable Emergence of the Periodic Law and the Cross-Disciplinary Unification of the Factor Hierarchy Law ——Derivation of the Chemical Gauge Group Theorem, the Chemical Counterpart of the Higgs Mechanism, and the Establishment of the Five-Layer Axiomatic Structure (III)

Why are there exactly four types of atomic orbitals—s, p, d, and f? Why does the periodic table have an end? What is the relationship between the Factor Hierarchy Law, quantum mechanics, and gauge field theory? Building on the empirical discoveries of the two preceding papers, th...

stDSVA: spatial transcriptomics deconvolution with a semi-supervised framework and cell type variation analysis

Spatial transcriptomics (ST) integrates transcriptomic profiling with tissue architecture, enabling the investigation of spatial heterogeneity in gene expression within intact tissues. However, due to the limited resolution of many current ST platforms, computational deconvolutio...

The Regime Periodic Table: Regime Identity Cards for 118 Elements and the Reduction of Universality of the Periodic Law ——Elimination of Exceptions, Numerical Predictions for Elements 119/120, and Cross-Sample Convergence Audit (II)

Based on the two orthogonal regime factors, period and valence_electrons, and the two singularity regime centers, Z=20 (calcium) and Z=57 (lanthanum), identified by Tang (2026s), this paper constructs a novel “Regime Periodic Table (RPT)”—an elemental organizational framework tha...

Fragmented Care, Fragmented Safety: Care Coordination and Deprescribing Strategies to Reduce Polypharmacy-Related Harm in Assisted Living—A Public Health Perspective

Background: Assisted living houses an older, frailer and more heavily medicated population than ever, yet is often regulated as a social and not a clinical setting with no on-site nursing requirement. Polypharmacy accumulates where medication oversight is thinnest. Objective: To...

Twist-3 effects in fully inclusive jet production from $$e^+e^-$$ annihilation

Abstract Electron–positron annihilation is an ideal place to study the hadronization process which is described by fragmentation functions. In contrast to conventional approaches based on single-inclusive or semi-inclusive annihilation, the use of fully inclusive jets to study fr...

A path fitting accuracy improvement and evaluation method based on minimum toll and multi-dimensional anomaly detection engine

<title>Abstract</title> Aiming at the problems of inaccurate path fitting and “same road, different tolls” caused by missing or abnormal gantry data in expressway network tolling, this paper proposes an innovative two-stage path fitting framework. The first stage (baseline fittin...

基于政治哲学圆融模型的近现代主流思想体系评估 ——一项基于双层分析框架的思想史元评判

English Abstract:This paper employs the Political Philosophy Cohesion Model from the "Productive Political Philosophy" framework as an evaluative tool to systematically assess five major modern intellectual systems: Liberalism, Marxist Historical Materialism, New Institutional Ec...

Bringing Up the RK3576 NPU on Mainline Linux: An End-to-End Open Stack, and What a Register Diff Keyed on Addresses Cannot See

The Rockchip RK3576 ships a 6 TOPS NPU whose only fully open software stack is the mainline drivers/accel/rocket driver with the Mesa Teflon delegate. This paper reports a complete open bring-up on a Radxa ROCK 4D, and supersedes version 1 of this work (10.5281/zenodo.21348017),...

Social Capital and Total Factor Productivity: Evidence From Plant‐Level Data

ABSTRACT Using US Census microdata, we show that ethical social norms yield measurable economic benefits. County‐level social capital, which measures cooperation and the honouring of obligations, significantly enhances plant productivity, particularly where corporate oversight is...

Dual Technology Adoption

Technology adoption remains a critical managerial challenge, in general and specifically in service settings. Investments are substantial but often fail to yield the intended benefits due to low usage among frontline employees, customers, and service partners. Existing technology...

The AI Automation Claims Scorecard: a motive-neutral referee for self-reported vendor figures and stated safety red-lines

An open, reproducible, motive-neutral referee for the claims that frontier AI labs and large adopters make about how much of their code an AI now writes, and for the recursion red-lines those labs state in their own safety frameworks. Version 0.1.1 (title refined to The AI Automa...

From the Law of Meta-Laws to an Operating System for Scientific Discovery: The Axiomatized Core, Philosophical Foundation, and Testability Norms of the Factor Hierarchy Law —The Establishment of Humanity's First Proceduralized System for Scientific Discovery

This paper establishes the Factor Hierarchy Law as the first "law of meta-laws" discovered by humanity to date—it reveals the universal logic of functional stratification among variables in all complex systems grounded on objective data. Its scope of applicability far exceeds tha...

Global agriculture shows limited evidence of a pollinator-driven yield decline to date

BACKGROUND: During recent decades, declines in the abundance and diversity of wild pollinators have been widely documented, largely driven by human-induced disturbance, such as agricultural expansion, land-use change, pesticide use, invasive species, urbanization, and climate cha...

Gauge Group Structure Theorem, Direct Product Theorem, and the Three-Generation Proposition— The Inevitable Emergence of SU(3)×SU(2)×U(1) from Regime Boundaries and the Topological Constraint on the Number of Heavy Quarks(III)

Building on the empirical findings and mathematical theorems of the previous two papers, this paper completes the theoretical derivation of the gauge group structure of the Standard Model from the Factor Hierarchy Law. The meta-regime factor (color charge) satisfies three conditi...

The Demotion of Gauge Field Theory, the Theoretical Reconstruction of the Standard Model, and the Five-Layer Axiomatization Structure — Precursor Cascade Asymmetry, the Regime Function of the Higgs Mechanism, the Statistical Correspondence of Virtual States, and the Final Formalization of the Factor Hierarchy Law (IV)

This paper is the concluding piece of the regime audit series on the Standard Model of particle physics, completing three core missions. First, it completes the demotion of gauge field theory — demonstrating that gauge field theory is not the most fundamental framework but rather...

Prediction of pediatric lower urinary tract dysfunction using uroflowmetry data and machine learning with explainable AI techniques

<title>Abstract</title> Purpose To develop and evaluate a machine learning based approach for the interpretation of uroflowmetry in pediatric lower urinary tract dysfunction, aiming to reduce interobserver variability and improve diagnostic consistency while maintaining clinical...