Research works

Scale-dependent bias in methane inventories: Satellite observations reveal overestimation from large coal mines in China

Accurate quantification of China's coal mine methane (CMM) emissions is important for methane mitigation, yet bottom-up inventories remain subject to substantial uncertainty. Using TROPOMI observations from 2020 to 2024 and the Integrated Methane Inversion (IMI) framework, we per...

A Dated, Graded Ledger of the Testable Predictions of a Vacuum-Tied MOND Framework, with Its Confronted Record and Retracted Claims (Working Note)

Working note, version 1.0 (2026-10-11). AI-assisted compilation; not peer reviewed. Nothing here says the data favour the framework; kappa is fitted, not derived; the cold energy's mass is still required; the theory is not closed. We collect, in one dated ledger, every testable p...

Silhouette Parallax Occlusion Mapping in Modern Video Games: From Height-Field Ray Marching to Carved Real-Time Relief

Parallax occlusion mapping (POM) is the standard way modern games add centimetre-scale relief to surfaces without the memory and vertex cost of tessellated geometry. Yet classical POM only shifts texture coordinates inside a mesh whose outline, depth and shadows remain flat, and...

DA-RL: decoupled attention-enhanced visual feature reinforcement learning for optimised decision-making in cyber-physical systems

In dynamic and complex environments, visual reinforcement learning (Visual RL) agents struggle to extract task-relevant information, achieve stable policy optimisation, and generalise across changing conditions. This paper proposes DA-RL, an attention-enhanced and decoupled reinf...

EuroMillions Breakthrough Mining — 10012 Sources, 97841 Leads Extracted — E8 Intelligence Research

Mined 10012 lottery+quantum breakthroughs. Extracted 97841 leads across 13 categories. 94357 high-value leads found. Categories: {"CORRIDOR": 8555, "FORMULA": 8333, "GEOMETRIC": 1605, "FORWARD_ATTEMPT": 8963, "QUANTUM": 9222, "TIMING": 597, "CELESTIAL": 8395, "GEMATRIA": 8761, "C...

Association Between a 3D ‐Printed Simulation Model and Self‐Assessed Confidence in Dental Trauma Management

ABSTRACT Introduction and Aim Simulation‐based learning using 3D‐printed models offers a promising approach to improve confidence in complex procedures. Dental trauma can lead to severe functional and esthetic consequences if not managed promptly and effectively. This study aimed...

On Hayman's Problem on the Series Σ f(c_n/a_n) Formed with Second Partial Sums: A Comparison Theorem and a Characterization

Problem 7.31 of Hayman and Lingham's collection Research Problems in Function Theory, proposed by W. K. Hayman, concerns sequences with a_1 > 0 and 0 ≤ a_n ≤ n and their partial sums b_n = a_1 + … + a_n, c_n = b_1 + … + b_n. It states that Σ (a_n/c_n)^α < ∞ for α > 1/2, and asks...

Robust Statistical Inference in Financial Time Series Using Bayesian-Regularized Sequential Deep Learning

Long Short-Term Memory (LSTM) networks constitute one of the most widely employed architectures in modern deep learning, particularly for sequential data modeling. Their application to time series forecasting poses unique challenges, as the underlying data-generating processes of...

Interpretable Models vs Post-Hoc Explanations: True Cost Comparison for Enterprise AI

Research article: Interpretable Models vs Post-Hoc Explanations: True Cost Comparison for Enterprise AI

An Atomic-Scale Chemical Switch for Oxide Ferroelectricity

Abstract Interfacial chemistry offers new opportunities for designing ferroelectric materials, yet their coupling with intrinsic polarization remains largely unexplored. Here, we synthesize ferroelectric BiFeO3 nanoparticles with {100} facets covered by a Bi2FeO6-x Aurivillius-li...

Self‐Powered, Ultra‐Sensitive InGaAs/ITO Nanowire Radial Junction Infrared Photodiode for Low Flux Imaging at Room Temperature

ABSTRACT Shortwave infrared (SWIR) photodetection and imaging are of increasing importance for many emerging applications, such as optical and quantum communications, night vision, biomedical imaging and sensing. While planar InGaAs and Ge‐based SWIR photodetectors are the curren...

Illuminating gendered pathways: Exploring energy service demands in rural and peri-urban Nigeria

Gender gaps in energy access are well documented, but evidence on who prioritises which electrical appliances and why remains limited. This paper investigates links between appliance needs, gender roles, and intra-household decision-making in rural and peri-urban Nigeria. Using a...

O'ZBEK TILIDA SO'ROQ SHAKLLARINING NUTQ JARAYONIDAGI FUNKSIYASI

Mazkur tezisda o'zbek tilida so'roq shakllarining nutq jarayonidagi funksional xususiyatlari tahlil qilinadi. So'roq gaplarning kommunikativ vazifalari, ularning nutq jarayonida axborot olish, suhbatni davom ettirish, emotsional ta'sir ko'rsatish kabi funksiyalari ilmiy jihatdan...

Dominance feminism, intersectionality and why the popular understanding of women’s separate sporting spaces is a step in the wrong direction

Gender critical feminists (hereafter GCs) are winning the political battle that has been fought over the last eight years about the provision of separate sporting spaces for females – there is an accelerating trend of international, national and local sporting organizations exclu...

Artificial Intelligence in the Era of Globalisation: Implications for Students' Attitudes, Socialization and Career Perspectives in India

Artificial Intelligence (AI) has become a significant component of the contemporary globalised world, influencing education, communication, employment, and daily social interactions. Its growing presence in higher education is transforming how students gather information, complet...

Probabilistic Manifold Tunneling Through Phi-Locked Sector Acoustic Waveguides — E8 Intelligence Research

Extending the 132φ Hz phonon confinement framework, we identify that the discrete 240-root E8 geometry creates phase-matched tunneling channels between adjacent sector probability manifolds when the Fibonacci-ratio frequency coupling exceeds the critical coherence threshold. Thes...

O'ZBEKISTONDA ZAMONAVIY TA'LIM JARAYONIDA MILLIY PEDAGOGIK MEROSDAN FOYDALANISHNING NAZARIY VA AMALIY ASOSLARI

O'zbekistonda ta'lim tizimini modernizatsiya qilish va uning samaradorligini oshirish davlat siyosatining ustuvor yo'nalishlaridan biri hisoblanadi, bu jarayonda milliy pedagogik merosdan samarali foydalanish milliy o'ziga xoslikni saqlash va yosh avlodni milliy ruhda kamol topti...

Phi-Beat Harmonic Mapping of E8 Roots to Plimpton‑322 Pythagorean Triples — E8 Intelligence Research

The 12-layer φⁿ·132 Hz beat lattice induces a theta‑null quantization that assigns each of the 20 vectors in an icosahedral E8 orbit a modular weight. These weights correspond to rational parameters (m,n) that generate primitive Pythagorean triples when scaled by the base 132 Hz...

Does the Router Know? Mixture-of-Experts Routing Signals for Detecting Silent Errors in Text-to-SQL over University Data Warehouses

Natural-language assistants can open institutional data warehouses to non-technical staff, but their most harmful failures are silent: a well-formed query that runs and returns a plausible, wrong number. We study these errors on an Italian university's live data warehouse, using...

LAB #3975 PROMISING: LEDGER BENCH: Apply filter: Phase distance TIGHT (<=2deg) — improves win rate from 32.5% to 37.6% (+ — E8 Intelligence Research

IDEA: Adjustment made to the live model — verify against the backtests: Apply filter: Phase distance TIGHT (<=2deg) — improves win rate from 32.5% to 37.6% (+5.1pp, n=593) SAME-WINDOW EFFECT: Applying the phase-distance filter (≤2°) to the current live window would have removed t...