“The regularized local markers eliminate the obstructive boundary irregularities successfully, and give rise to the desired global topological invariants such as the Chern number consistently when integrated over all the lattice sites.”

“The paper provides an analytical expression of the Lyapounov as a function of energy in the presence of both diagonal and off-diagonal disorder.”

“The proposed system consistently outperformed flat multi-class classifiers and pre-trained self-supervised models.”

“The paper identifies a fundamental trade-off among storage capacity, storage time, and driving time, setting a universal limit for reliable storage.”

“The paper demonstrates the validity of the bosonic Bott indices of values larger than 1 in multi-band magnonic systems.”

“This intrinsic meron spin texture, unlike their externally engineered counterparts, exhibits exceptional robustness against a wide range of inputs, including partially polarized and spatially disordered pupils corrupted by decoherence and depolarization.”

“The metallic phase is realized when the broken links are weakly stitched via concomitant insertion of $π$ fluxes in the plaquettes.”

“The conductivity exhibits heavy-tailed fluctuations characterized by a power-law decay with exponent $α\approx 2.3$--$2.5$, indicating a finite mean but a divergent variance.”

“The paper finds a robust 4Q bipartite lattice of hedgehogs and antihedgehogs which melts through a first order phase transition.”

“The article is sourced from ArXiv, indicating it's a pre-print or research paper.”

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“The transition from disordered fluorite to ordered bixbyite is driven primarily by compositional and vacancy-ordering effects, rather than through changes in cation valence.”

“Sensitivity-oriented modeling achieves recall exceeding 80% for the majority of disorder categories.”

“Increasing disorder causes localization of the quantum correlations and halts propagation of quantum information.”

“Gaussian spatial correlations reshape roughness increments, eliminate asymmetric multi-site traps, and thereby recover mean-field diffusion.”

“The field dependence of magnetization at low temperatures suggests an antiferromagnetic state undergoing a metamagnetic transition to a ferromagnetic state above the critical field.”

“The condensate has an SSB order parameter being the local in-plane spin, which points in angles related by the chaotic Bernoulli (dyadic) map and thus is effectively random.”

“The research focuses on memory effects within artificial spin ice.”

“The framework employs a high-accuracy pseudospectral method to solve the fully coupled advection diffusion Stokes equations, without prescribing any slip velocity model.”

“The article's focus is on Quantum Mean-Fields Spin Systems in a Random External Field.”

“The study utilizes a lifespan-inclusive, multi-modal, and multi-lingual approach.”

“The research focuses on strongly disordered discrete time crystals.”

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“The study focuses on multi-state electromagnetic phase modulations in NiCo2O4.”

“The study focuses on the impact of alloy disorder on strongly-driven flopping mode qubits in Si/SiGe.”

“The article is likely detailing a computational model or simulation.”

“Federated Learning for Collagen VI-Related Dystrophies”

“The paper focuses on scalable agentic reasoning for designing biologics.”

“The article's source is ArXiv, indicating a pre-print research paper.”

“Fast, accurate measurement of the worker populations of honey bee colonies using deep learning.”

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“The article focuses on using quanvolutional neural networks (QNNs) for EEG-based detection of major depressive disorder.”

“Its tiny single-chip design packs tens of thousands of electrodes and supports advanced AI models for decoding movement, perception, and intent.”

“The paper adapts DINOv3 for bone marrow cytomorphology.”

“Researchers have built a fully implantable device that sends light-based messages directly to the brain.”

“The research aims to understand the risks of Generative AI for eating disorders.”

“The study focuses on the Honeycomb Holstein model.”

“The research focuses on early detection of gambling disorder.”

“The article's context provides no key facts.”

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“Brendan & Noah a.k.a. The Blowback Boys stop by to discuss their new podcast season, covering 40+ years of covert crimes and international disorder flowing through Afghanistan.”

“Further research is needed to refine the accuracy and resolution of the generated images, and to explore the ethical implications of this technology.”

“Orit's work focuses on understanding the behavior of disordered living systems, by merging tools from physics, biology, engineering, and computer science.”

“Friend of the show Slavoj Žižek stops by to discuss new political implications of the pandemic, advocate for conservative communism, praise Matt’s call for a new carnation revolution, and review Squid Game.”

“The episode explores her work at the intersection of human-centered computing, machine learning, and high-risk mental illness behaviors.”

“We explore her work applying machine learning to these problems, including biomarker discovery, disorder severity prediction and mor”

“Machine learning links brain connectivity patterns with psychiatric symptoms”

“The article doesn't contain a direct quote.”