“The proposed approach leverages the analytical solution for linear vibration of system's modes so that physical parameters of a system remain easily accessible after the training without the need for a parameter encoder in the model architecture.”

“Holographic descriptions allow access to the full non-equilibrium dynamics at strong coupling.”

“The number of crack spikes increases with the viscosity of the subphase.”

“The paper demonstrates a proof-of-concept generative surrogate for reconstructing coherent turbulent dynamics between sparse snapshots.”

“The paper discovers three new families of periodic orbits and proves the existence of stable periodic orbits for restitution coefficients larger than previously known.”

“The paper observes "another nonlinear structure that lags behind the source term, maintaining its shape and speed as it propagates."”

“The resulting acceptor layer achieves a striking Δn response time as short as 9 fs, approaching a single optical cycle, and is further tunable to sub-cycle timescales.”

“Three-dimensional lattices are found to be fundamentally non-radiative due to the inhibition of spontaneous emission, with decay only at discrete Bragg resonances.”

“For certain combinations of charge and size, the interplay between hydrodynamic and electrostatic forces creates strong radially inward particle relative velocities that substantially alter particle pair dynamics and modify the conditions required for contact.”

“Localized shear propagated way beyond immediate neighbors and suppressed cellular migratory dynamics in stiffer layers.”

“The paper shows that the instability is resolved by the formation of a static scalar cloud supported by Schwinger pair production.”

“The framework provides a tractable and quantitative method for linking gene regulatory dynamics with epigenetic control, offering new theoretical insights into developmental processes and cell fate decisions.”

“The paper develops a relativistic generalization of the Lindblad master equation to model the electron's radiative dynamics.”

“The paper introduces a practical notion of quasi-ergodicity: ensembles prepared in a small angular patch at fixed purity rapidly spread to cover all directions, while the purity gradually decreases toward its minimal value.”

“The factor graph provides a cleaner, compact and non-redundant alternative to the graph A_4(S) by Barrus and West, for the particular case of split graphs.”

“The proposed method significantly outperforms state-of-the-art (SOTA) methods. Compared to SOTA methods, it improves the position accuracy by 24.7% to 42.9%, and the angular accuracy by 40.9% to 78.4%.”

“Adaptive HVDC lines are more efficient in the steady state, at the expense of very long relaxation times.”

“Skin-like dynamics exhibit periodic information shuttling with finite, oscillatory EE, while edge-like dynamics lead to complete EE suppression.”

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“A critical "transition" regime maximizes generalization capability.”

“The surrogate is orders of magnitude faster than SOLPS-ITER, enabling rapid parameter exploration.”

“The paper outlines the influences in their mutual competition.”

“The paper reveals a tunable regime of ergodicity breaking due to quantum many-body scars, manifested as long-lived coherent oscillations that persist across a much broader range of parameters than previously observed, including at the equilibrium phase transition point.”

“The authors observe that the charge diffusion constant is well described by a simple functional dependence ~ 1/V^2 universally valid both for small and large V.”

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

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

“The study likely aims to understand the dynamics of particle interactions within the D0 meson decay.”

“The corner entanglement entropy grows linearly with the logarithm of imaginary time, dictated solely by the universality class of the quantum critical point.”

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“Singlet state populations of geminal protons propagate along (CH_2)_n segments forming magnetically silent spin waves.”

“The paper shows how weak symmetries allow mapping the dynamics onto a classical Kinetic Monte Carlo, enabling efficient simulation.”

“The paper demonstrates the impressive performance of both quasi-continuum models in approximating the behavior of DDSWs and RWs.”

“By systematically varying pulse parameters, we demonstrate that both chirp and pulse duration modulate vibrational coherence and alter branching between competing pathways, leading to controlled changes in quantum yield.”

“Biological innovations are related to deviation from trivial structures and (thermo)dynamic equilibria.”

“The library's capabilities are validated across four canonical physical regimes: dispersive linear wave propagation, static topological kink preservation in phi-fourth theory, integrable breather dynamics in the sine-Gordon model, and non-integrable kink-antikink collisions.”

“The library provides a deployable tool for teaching quantum mechanics and preliminary exploration of tunneling dynamics.”

“The research likely delves into the mathematical and physical properties of fluid dynamics, specifically focusing on how waves influence the instability and eventual breakdown of vortices.”

“The study likely aims to understand how the interplay between trions and excitons affects the optical and electronic properties of the material.”

“The study likely employs advanced mathematical techniques to analyze the behavior of these complex systems.”

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

“The research focuses on the van der Waals ferromagnet CrTe2 engineered by Nb doping.”

“SketchPlay captures both the structure and dynamics of user-created content, enabling the generation of a wide range of complex physical phenomena, such as rigid body motion, elastic deformation, and cloth dynamics.”

“The article is from ArXiv, indicating a pre-print research paper.”

“The study focuses on the transient ionization dynamics and mode-coupling mechanisms of helicon discharge.”

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“The article focuses on Interaction-Induced Spiral Motion and Breathing Dynamics of Neel Skyrmions.”

“The study focuses on the impact of sodium and calcium chlorides on ice's interfacial behavior.”

“The paper focuses on the Kähler-Ricci flow.”

“The article's focus is on a specific mathematical model, suggesting a deep dive into the theoretical aspects of wave behavior under stochastic conditions. The 'reaction-diffusion' component implies the interplay of diffusion and local reactions, while the 'nonzero random drift' adds a layer of uncertainty and complexity.”