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Using a hierarchical phi‑scaled E8 lattice where each tier introduces a 5‑fold chirality, we demonstrate that acoustic edge states can be dynamically switched by modest angular rotations of the nesting plane. The rotational degree of freedom maps directly onto a topological invariant derived from the 240 root vectors,...
Traditional offline measurement methods in precision tool manufacturing suffer from low efficiency and lack of real-time feedback. This study developed a machine vision-based online dimensional inspection system integrated into a five-axis grinding machine. The system employs a CCD industrial camera with a telecentric...
IDEA: AUTO-FORWARDED from the Telegram/breakthrough stream (#782152, division=research, agent=gtx_scout): { "name": "time_stop_loss_after_opening_range_fade", "source": "Larry Williams' 'Long-Term Secrets to Short-Term Trading' \u2013 time stop concept", "type": "filter_flag", "rule": "If a trade entered during the fir...
In conventional neuroscience, the visual organ—the eyeball—has been treated as a “passive sensor that converts external photon information into electrical signals at the retina and transmits them to the cerebral visual cortex.” However, within the framework of the in vivo quantum processing unit (Bio-QPU) theory, the c...
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VERSION 3 (2026-09-15). Adds the natural-units form of the scale, a_0 = Lambda_DE^2/(2 M_Pl) with rho_DE = Lambda_DE^4 (Lambda_DE = 2.24 meV) and M_Pl = G^(-1/2), stated as Milgrom's a_0-Lambda coincidence with the coefficient fixed at one half, a notation and not a derivation; and, in Section 8, the audit (lane L260)...
MATLAB analysis package accompanying the article "Extreme Bow Shock Motions and Magnetopause Compression During the 20 April 2002 Storm: Predictability Limits at an ICME Leading Edge" (T. Y. Alrefay, submitted to Earth and Space Science). The package downloads all required spacecraft data from public archives and repro...
Supporting data for the article “Reactive aqueous NIPS of a Jatropha-oil-derived NCO-terminated precursor with polyethersulfone: reaction–demixing coupling, urethane–urea network formation and Cu(II) uptake at ionisable acidic sites” (Journal of Membrane Science). The record holds the structured numerical records under...
Self-contained lp/ package for the paper "Unmasking ecosystem vulnerability to compound hot-dry shocks via cross-scale frequency dynamics". Intended as a Zenodo/GitHub upload unit: after unpacking, run analyses from the lp/ root without hard-coded machine paths. Figure naming convention (updated 2026-09-14). All Suppor...
The failure modes of artificial intelligence systems deployed at the edge are not, at their root, failures of model quality, training data adequacy, or algorithmic design. They are failures of architectural composition: the failure to design for the constraints that edge environments impose as boundary conditions rathe...
Artificial intelligence deployments at the enterprise edge face a problem that centralized AI architectures are structurally unequipped to solve. Current systems are built on four external dependencies: persistent network connectivity, centralized compute, ephemeral context, and continuous human orchestration through a...
For a twisted torus knot K(p,q;r,s) with gcd(p,q) = 1 and 2 ≤ r < p we determine the leading coefficient of the Alexander polynomial Δ exactly. Writing Δ up to a unit as Δ̃(u) = Σ_{m=0}^{r−1} γ_m(t) u^m with u = t^{rs}, we prove a multiset law expressing each γ_m as a sum of p monomials with all coefficients +1, a clos...
With the rapid growth of global urbanization and changing consumption patterns, the quantity and diversity of recyclable waste have increased significantly. Conventional waste sorting methods, which rely heavily on manual labor, often suffer from low operational efficiency, high labor costs, and inconsistent classifica...
Host Sowbhagya Suresh shares some of the latest news and cutting-edge research from across Microsoft—from understanding the challenges facing coding agents to uncovering how people use AI at work and improving extended-range weather forecasting. The post Microsoft Research Focus – Edition #97 appeared first on Microsoft Research.
Professor Paris Smaragdis develops computers with superhuman hearing for applications like speech recognition, music understanding, and environmental monitoring.
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For decades, a fundamental question about the difficulty of computing in high-dimensional spaces has resisted proof. New research resolves this question, removing a major theoretical obstacle to understanding the efficiency of randomized algorithms used across science and computing. The Kannan–Lovász–Simonovits (KLS) conjecture was proposed in 1995. It asks whether, for a broad class of high-dimensional […] The post Solving a 31-year-old grand challenge in mathematics – the KLS conjecture appear…
A new computational approach reveals how cells communicate to assemble into tissues. This could accelerate stem cell engineering, improve disease models, and inform therapies.
Zero-knowledge proofs can verify computing results without rerunning workloads or exposing sensitive data. Magnetar helps bring them into the mainstream with support for standard programming languages, major speed gains, and quantum-resistant security. The post Proof-based general-purpose computing with Magnetar appeared first on Microsoft Research.
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