Self-arresting and runaway earthquakes: Nucleation, propagation, Gutenberg-Richter law, and dragon-king events [0.03%]
自我阻尼与连锁地震：萌生、传播、贡普 Rey 特 - 里希特定律及巨灾事件
Didier Sornette,Xueting Wei,Xiaofei Chen
Didier Sornette
We develop a dissipation-based framework for earthquake rupture on homogeneous faults that explicitly separates the onset of unstable slip from the conditions required for self-sustained rupture propagation. This distinction explains the co...
Information temperature and macroscopic descriptors of additive Nth-order Markov chains [0.03%]
信息温度及加性N阶马尔可夫链的宏观描述函数
O V Usatenko,G M Pritula,S S Melnyk
O V Usatenko
Large-scale language models (LLMs) operate in extremely high-dimensional state spaces, where both token embeddings and their hidden representations create complex dependences that are not easily reduced to classical Markov structures. In th...
Statistical mechanics of indistinguishable energy states and the glass transition [0.03%]
不可区分能量态的统计力学与玻璃转变
Shimul Akhanjee
Shimul Akhanjee
The statistical mechanics of particles that populate indistinguishable energy substates is explored. In particular, the mathematical treatment of microstates differs from conventional statistical mechanics, where, for a given degeneracy, th...
T F O Lara,R A Dumer,D R da Costa et al.
T F O Lara et al.
We study the ferromagnetic Ising model on a two-dimensional transition lattice that continuously interpolates between the Lieb and kagome lattices via a geometric deformation parameterized by the angle θ. The exchange couplings follow a di...
S A Cohen,L David,S P Vinoth et al.
S A Cohen et al.
Radiofrequency-heated, high-β, magnetized hydrogen plasmas in the Princeton field-reversed-configuration-2 device, with its magnetic-field-parallel radial boundary formed by eight discrete room-temperature coaxial copper rings, display con...
Olivier Dauchot
Olivier Dauchot
The study of active matter has reshaped our understanding of collective states of matter far from equilibrium by proving that energy pumped into the microscopic scale leads to order on the macroscopic scale, collective motion, and anomalous...
Eamon Dwight,D Candela
Eamon Dwight
Using numerical simulations, it is shown that a random, athermal pack of soft frictional grains will store an arbitrary waveform that is applied as a small time-dependent shear while the system is slowly compressed. When the system is decom...
Neural optimization of the most probable paths of three-dimensional active Brownian particles [0.03%]
三维主动布朗粒子最可几路径的神经优化
Bin Zheng,Zhongqiang Xiong,Changhao Li et al.
Bin Zheng et al.
We develop a variational neural-network framework to determine the most probable path (MPP) of a 3D active Brownian particle (ABP) by directly minimizing the Onsager-Machlup integral (OMI). To obtain the OMI, we use the Onsager-Machlup vari...
Nonanaliticities and ergodicity breaking in noninteracting many-body dynamics via stochastic resetting and global measurements [0.03%]
利用随机复位和全局测量研究非相互作用多体系统动力学中的非解析性和遍历性破坏问题
David Soldner,Igor Lesanovsky,Gabriele Perfetto
David Soldner
Stochastic resetting generates nonequilibrium steady states by interspersing unitary quantum dynamics with resets at random times. When the state to which the system is reset is chosen conditionally on the outcome of a global and spatially ...
DTC: A deep learning framework for ternary contact prediction in C3-symmetric homotrimers [0.03%]
基于深度学习的C3对称同三聚体ternary接触预测框架(DTC)
Shuhong Yu,Zicheng Xie,Bingqing Han et al.
Shuhong Yu et al.
Protein complexes play crucial roles in cellular functions. The work focuses on the prediction of interchain ternary residue contacts in protein complexes. We first constructed a homotrimeric dataset from the PDB and developed DTC (Deep Ter...