Research works

BASE 44 ORDER: Build breakthrough_resonance_cache with MD5 tiered keys, indexes, and LLM-cache lookup — E8 Intelligence Research

Andrew's order (Base 44 console): [SELF-BUILD from enhancement #1283] Create table breakthrough_resonance_cache with columns id, resonance_key, payload, created_at. Compute key as md5(title+content) prefixed by hash%3 tier. Add composite and partial indexes. Modify breakthrough l...

A cross-temporal individual-level framework for identifying, associating, and counting multiple mounting events for dairy cow in estrus monitoring

In vision-based estrus monitoring, mounting behavior serves as a key indicator. However, reliance on a single mounting event may cause false positives because non-estrous cows may also exhibit mounting behavior. To address this issue, a cross-temporal individual-level framework w...

Comparing a Hesitation-Word Logit Penalty with presence_penalty in Qwen3.5-0.8B Thinking Mode: A Short Measurement Note

The Qwen3.5-0.8B model card notes that, at the recommended settings, the model is prone to thinking loops in thinking mode even with a presence penalty (presence_penalty) of 1.5 [3]. In this note, we compared a constant logit penalty applied to hesitation words (W3; λ = 3) with t...

A Hybrid Computational Intelligence Framework for Automatic Calibration of Catchment Scale Hydrodynamic Flood Models

Abstract This study presents a novel automated framework for the calibration and validation of rain-on-grid (RoG) hydrodynamic models at the catchment scale, with specific application to the TUFLOW HPC platform. The proposed approach establishes an integrated and automated workfl...

Analysis of Muscle Activation Patterns as Indicators of Gestures’ Ease of Use

Hand-based gestures are widely used in human-computer interaction but can cause muscle fatigue and discomfort that undermine long-term usability. This exploratory study examined whether gestures' ease of use can be reflected in distinct muscle activation patterns derived from sur...

Comb-shaped spiropyran-functionalized polyurethane coatings for controllable color-changing applications

Photochromic polymers convert optical inputs into readable changes in color or absorbance, making them highly attractive for information security, visual sensing, rewritable displays, and wearable warning devices. In this study, a series of side-chain spiropyran-bearing polyureth...

Elliptic Values of Word Maps on SL(2,R) and a Question of Calegari and Walker on Rotation Numbers

In an Oberwolfach report of 2012, D. Calegari, reporting on joint work with A. Walker, asked whether there is a nontrivial word w in the free group F = ⟨a,b⟩ such that the lifted rotation number rot~(ρ(w)) vanishes for every homomorphism ρ from F to the universal central extensio...

Primordial Genesis in a Zero-Spin Vacuum Bouncing Cosmology

This metadata entry record constitutes the fourth, concluding installment of a foundational cosmological paper tetralogy (complementing the preceding works registered under DOI:10.5281/zenodo.22763071, DOI:10.5281/zenodo.23153625, and DOI:10.5281/zenodo.23209528). In this final p...

The ‘early CSP ’ is not a CSP : 3D transvaginal neurosonographic study of fetal cavum septi pellucidi formation and septal development

ABSTRACT Objectives To describe the in‐vivo development of the fetal cavum septi pellucidi (CSP) using transvaginal ultrasonography (TVS) and to propose a hypothesis underlying non‐visualization of the septum pellucidum (NVSP). Methods In this retrospective study, three‐dimension...

The Eightfold Principles of Knowing-Equilibrium: Authority Bounded Inward, Sight Extended Outward — A Synthesis of the H-DKPS Series on Physician-Governed Clinical AI

The grand synthesis of Volumes I and II of the H-DKPS series on physician-governed clinical AI (知衡八法). It reports no new experiment. The question. Volume I of this series asked what must be true of a clinical system in which a probabilistic component proposes and a determinis...

Achievement goal orientation profiles in high-performance soccer players in relation to their personality structures

Abstract Background Among the various determinants of performance in soccer, motivational factors play a significant role. Personality traits, among other factors, can have an important impact on shaping motivation in sports. Therefore, the aim of our study was to identify more c...

Memcapacitive-Dominated Reservoir Computing with Self-Organizing Nanowire Networks

Abstract Nanowire networks have emerged as a promising platform for physical reservoir computing. However, networks based on memristive switching exhibit inherent limitations in dynamical richness and short-term memory capacity. Memcapacitors are expected to overcome these dynami...

Relative muscle mass and grip strength as complementary correlates of metabolic syndrome: a nationwide DXA-based study of Korean adults

Both muscle mass and strength relate to metabolic health, but their separate contributions to metabolic syndrome (MetS) are unclear. Using the 2024 Korea National Health and Nutrition Examination Survey (KNHANES) with concurrent dual-energy X-ray absorptiometry (DXA)–based append...

Shock structures and post-impact jetting in hypervelocity droplet impingement

Abstract The shock dynamics resulting from high-speed droplet impingement on a rigid surface are investigated employing high-resolution schlieren imaging and numerical simulations based on the five-equation model. A key finding is that, in contrast to the common emphasis on jetti...

Reduced knee adduction moments in bicruciate-retaining total knee arthroplasty compared with bicruciate-substituting designs: A contralateral within-patient study

Background This study compared frontal-plane knee loading during gait between bicruciate-retaining total knee arthroplasty (BCR-TKA) and bicruciate-substituting TKA (BCS-TKA) using a contralateral within-patient design. Methods Twenty-five patients undergoing simultaneous bilater...

Analysing the promoters and miRNAs of key upregulated genes in resistant chicken lines co-infected with Eimeria maxima/Clostridium perfringens: an in silico approach

Necrotic enteritis (NE) is one of the most economically important diseases affecting the poultry industry worldwide. Understanding the regulatory mechanisms that control host resistance to NE is essential for identifying molecular markers associated with disease resilience. Promo...

Integrated miRNA–mRNA network analysis identifies a miR-15a-5p–centered angiogenic program and biomarker-linked regulatory modules in ovarian cancer

Ovarian cancer remains the most lethal gynecologic malignancy, in part because it is often diagnosed at an advanced stage, molecular heterogeneity complicates therapeutic selection, and actionable regulatory dependencies remain incompletely defined. MicroRNAs (miRNAs) are well-es...

Milky Way Disk Shepherding by 80 IMBHs - Gravitational Torque Map and Detection of IMBH-004 at 6.31 pc via Fe 2.208Hz and Gaia DR3

First gravitational shepherding map demonstrating confinement of the Milky Way thin disk by 80 intermediate-mass black holes (IMBHs) of approximately 50,000 solar masses. Methods: Gaia DR3 astrometry including RUWE and astrometric variance, 12 heavy elements with Fe 2.208Hz as pr...

Brassinosteroids improve nitrogen utilization by antagonizing BIN2-mediated SnRK1 activation

Nitrogen is an essential nutrient for plant growth and development, and is central to increasing crop yield. Brassinosteroids (BRs) and their analogs are widely used in agriculture to enhance crop yields and improve nitrogen utilization, yet the underlying mechanism remains fragm...

Information Is Not Utility: When Probabilistic Forecasts Help and Hurt Decisions

Richer forecasts can change decisions when objectives depend on distributional information unavailable from the predictive mean and a trained rule can use it. We analyze forecast-to-decision interfaces through sufficiency and bounded-reward stability results, with explicit limits...