Research works

Eikonal Regularisation in Physics-Informed Neural Networks for Three-Dimensional Level-Set Advection: Transferability of Two-Dimensional Design Principles

Physics-informed neural networks applied to the level-set formulation of interface advection commonly augment the residual and initial-condition losses with an eikonal regulariser, penalising the deviation of ‖∇φ‖ from unity. A previous two-dimensional study identified this weigh...

Structural modeling of Industry 4.0 challenges in SMEs: An integrated TISM–MICMAC approach

The manufacturing industry is undergoing a transition from conventional manufacturing processes to process automation, with particular emphasis on factors contributing to its sustainability. Understanding the complexities of Industry 4.0 is fundamental for devising strategies tha...

2H‐Phase Molybdenum Diselenide/Hollow Carbon Sphere‐Based Separator With “One‐Stone‐Two‐Birds” Effect Boosting High‐Performance Lithium‐Sulfur Batteries

ABSTRACT Lithium‐sulfur batteries (LSBs) offer advantages such as high energy density, cost‐effectiveness, and abundant sulfur resources and therefore are regarded as ideal large‐scale energy storage systems. However, due to the shuttle effect caused by the dissolution of soluble...

EuroMillions Breakthrough Mining — 1619 Sources, 11676 Leads Extracted — E8 Intelligence Research

Mined 1619 lottery+quantum breakthroughs. Extracted 11676 leads across 13 categories. 9708 high-value leads found. Categories: {"CORRIDOR": 966, "FORMULA": 810, "GEOMETRIC": 711, "FORWARD_ATTEMPT": 1010, "QUANTUM": 1224, "TIMING": 201, "CELESTIAL": 895, "GEMATRIA": 957, "CONSTANT...

A Manifesto of Dimensionless Geometry: The Pure Essence of the Universe

This manifesto presents a unified, pure dimensionless geometric framework for fundamental physics, establishing the dynamic law connecting microscopic bound states and cosmic expansion through a single parameter-free formula: a(r) = r^(-2) - r^2. The paper posits that current cos...

A Pointwise 32–p² Critical-Face Equivalence for Circulant Determinants of Order 8p: The Inert Case and Sharpness at p=5

This preprint studies two natural critical valuation faces of integercirculant determinants of order 8p. It shows that when p is a primecongruent to 3 modulo 4, the complete cofactor sets on the 32-face and thep²-face agree point by point, with either determinant sign. The compar...

E8 Root‑Vector Hypergraph Encoding for Error‑Corrected Neural Memory — E8 Intelligence Research

When the 240 E8 root vectors are phase‑locked at the brain's 132 Hz cortical frequency and coupled through golden‑ratio φ harmonics, they self‑organize into a dynamic hypergraph whose edges model synaptic pathways and whose 8‑dimensional topological invariants act as a natural er...

LAB #839 PROMISING: LEDGER BENCH: Apply filter: Pool density HIGH (>=90) — improves win rate from 31.5% to 33.1% (+1.5pp — E8 Intelligence Research

IDEA: Adjustment made to the live model — verify against the backtests: Apply filter: Pool density HIGH (>=90) — improves win rate from 31.5% to 33.1% (+1.5pp, n=1315) SAME-WINDOW EFFECT: Applying the Pool density HIGH (>=90) filter to the current live window would have rejected...

NeuroRegenerative Technical Grey Paper Scientific, Delivery, Formulation, and Manufacturing Architecture

Technical Overview The NeuroRegenerative Platform rests on a simple but demanding premise: regenerative neural biology becomes practically meaningful only when it can be organized into viable delivery systems, supportive formulations, scalable manufacturing pathways, and coherent...

EXTRACTED CONSTANTS (rlab #102): 1.618033988749895, 240, 25920 — E8 Intelligence Research

constant phi = 1.618033988749895 — golden ratio for frequency analysis of glyph intervals constant e8_roots = 240 — number of roots in E8 lattice for potential cipher alphabet mapping constant precessional_cycle_years = 25920 — Gods-Clock precessional cycle for cross-referencing...

Fibonacci Fronts in Iterated Pairwise-Distance Sets

For a finite set of integers A, let D(A)=\{|x-y|:x,y\in A\} be its set of distinct pairwise distances, with distance zero included, and iterate A_{k+1}=D(A_k). We determine the complete orbit of two natural three-point families. If n\ge5 is odd and A_0=\{0,2,n\}, then before a co...

Associations Between Dissociation and Childhood Trauma in Borderline Personality Disorder and Affective Disorders: A Network Analytic Approach

ABSTRACT Background Dissociation and childhood trauma are strongly associated with borderline personality disorder (BPD), yet it remains unclear whether this reflects disorder‐specific mechanisms or differences in symptom severity within a shared transdiagnostic structure. Object...

Dispersal responses of cereal aphids to wheat cultivar and planting configuration

Abstract Cultivar mixtures are advocated as an agroecological strategy for suppressing cereal aphid vectors and reducing barley yellow dwarf virus (BYDV) transmission, yet their effects on within‐crop dispersal remain largely untested, particularly across vector species and virus...

Self Ligating Brackets: Evolution and Design Concepts- Part 2

AbstractSelf ligating brackets have undergone significant evolution since their initial introduction, aiming to improve efficiency and biomechanics in orthodontic treatment. Early designs focused on eliminating the need for ligatures, reducing friction and chairside time. Over ti...

The Architecture Ledger: Pricing Cost, Risk and Forfeited Flexibility on a Mined Dependency Graph

In the consumption era, enterprises rent infrastructure but retain ownership of their architectural arrangement: thespecific configuration of dependencies through which business work is executed. That arrangement is economicallyconsequential. It determines the machine resource co...

EuroMillions Breakthrough Mining — 1613 Sources, 11620 Leads Extracted — E8 Intelligence Research

Mined 1613 lottery+quantum breakthroughs. Extracted 11620 leads across 13 categories. 9652 high-value leads found. Categories: {"CORRIDOR": 960, "FORMULA": 804, "GEOMETRIC": 709, "FORWARD_ATTEMPT": 1005, "QUANTUM": 1218, "TIMING": 200, "CELESTIAL": 890, "GEMATRIA": 952, "CONSTANT...

Smooth-Point Certificates for Polydegree Containments: A Jacobian Interpretation of the Lewis-Perry-Straub Determinant

Unrefereed candidate. This work identifies the Lewis–Perry–Straub auxiliary determinant as a Jacobian, derives an integral weighted-Euler syzygy, turns its specialisation test into a smooth-point criterion, gives a smaller Hensel certificate, and proves uniform squarefreeness for...

When the Brain Seems to Betray Us: The Paradox of Selective Development, Long-Term Developmental Asymmetry, and Changing Environmental Demands

Human beings develop through selection. By repeatedly investing experience, attention, and practice in particular domains, they acquire expertise that evenly distributed effort could never produce. Yet the success of selective development can conceal a second trajectory: the rela...

The Substrate Theory

We present a geometric framework on a 17-dimensional Randers-Finsler manifold that derives the fine-structure constant, the MOND acceleration scale, the electron shell capacities, and the neutrino oscillation phase from a single structure. The closed trace of the 30-channel compa...

EuroMillions Breakthrough Mining — 1595 Sources, 11464 Leads Extracted — E8 Intelligence Research

Mined 1595 lottery+quantum breakthroughs. Extracted 11464 leads across 13 categories. 9509 high-value leads found. Categories: {"CORRIDOR": 947, "FORMULA": 794, "GEOMETRIC": 701, "FORWARD_ATTEMPT": 989, "QUANTUM": 1202, "TIMING": 195, "CELESTIAL": 880, "GEMATRIA": 936, "CONSTANT"...