Francesco Mori,Francesca Mignacco
Francesco Mori
Dropout is a regularization technique widely used in training artificial neural networks to mitigate overfitting. It consists of dynamically deactivating subsets of the network during training to promote more robust representations. Despite...
Observation of the transverse modulation effect of two-stream instability on low-energy proton beam in low-density plasma [0.03%]
低密度等离子体中两流不稳定性对低能质子束横向调制效应的观测
Guo-Dong Wang,Ke-Wei Tao,Rui Cheng et al.
Guo-Dong Wang et al.
In the field of inertial confinement fusion and ion beam-driven high-energy-density physics, the energy deposition along the beam trajectory is a critical physical parameter. Beyond particle collisions, the collective effects of plasma can ...
Relaxation spectrum and dynamic magnetic response of magnetically hard single-domain particles suspended in a fluid [0.03%]
磁性硬单域颗粒悬浮液的松弛光谱及其动态磁响应关系
I S Poperechny
I S Poperechny
A theory of the magnetic response of single-domain particles suspended in a fluid to a linearly polarized harmonic field of arbitrary amplitude is developed for the case when a stationary magnetizing field is present. The theory regards mag...
Relaxation of Hamiltonian dynamics in intermediate timescales and slow dynamics of glass-forming liquids [0.03%]
中等时间尺度下哈密顿动力学的松弛与玻璃形成液体的慢动力学关系
Yoshihiro Nakahara,Akira Shudo
Yoshihiro Nakahara
We examine to what extent the characteristic slow dynamics of glass-forming liquids can be reproduced by a single-particle model without randomness. Our results show that even a single-particle Lorentz gas without explicit randomness reprod...
Jakob M Krebs,Kim Sneppen
Jakob M Krebs
Social media networks reveal highly asymmetric communication patterns, where a minority of individuals dominate speech while the majority primarily listen. Yet, the mechanisms governing the emergence and stability of such roles remain poorl...
Cascade tipping, cascade hopping and indirect tipping in ecological systems [0.03%]
生态系统的级联传导、级联转换和间接影响
Ayanava Basak,Syamal Kumar Dana,Nandadulal Bairagi
Ayanava Basak
Tipping occurs when an abrupt transition is observed in a system's long-term behavior. This study demonstrates tipping in ecological systems using a unidirectional, three-species coupled system, where only the first subsystem experiences a ...
Collective actuation in active solids in the presence of a polarizing field: A systematic analysis of the dynamical regimes [0.03%]
极化场存在时活性固体中的集体驱动：动力学体系的系统分析
Paul Baconnier,Vincent Démery,Olivier Dauchot
Paul Baconnier
Collective actuation in active solids, the spontaneous condensation of the dynamics on a few elastic modes, takes place whenever the deformations of the structure reorient the forces exerted by the active units composing, or embedded in, th...
Unified description of viscous, viscoelastic, or elastic thin active films on substrates [0.03%]
底物上粘性、粘弹性或弹性的薄活性膜的统一描述方法
Henning Reinken,Andreas M Menzel
Henning Reinken
It is frequent for active or living entities to find themselves embedded in a surrounding medium. Resulting composite systems are usually classified as either active fluids or active solids. Yet, in reality, particularly in the biological c...
Laura Sparacino,Gorana Mijatovic,Yuri Antonacci et al.
Laura Sparacino et al.
The partial information decomposition (PID) framework has emerged as a powerful tool for analyzing high-order interdependencies in complex network systems. However, its application to dynamic processes remains challenging due to the implici...
Enhanced water evaporation via coupled capillary transport and gelation in confined nanocrystal systems [0.03%]
受限纳米晶体系统中通过结合毛细管输运和凝胶化促进的高效蒸发
Zengbin Wang,Dan Xu,Qun Song et al.
Zengbin Wang et al.
Drying in confined systems is a critical process with broad implications, spanning applications from materials science to water management in microscale technologies. Nevertheless, the coupled dynamics of transport and gelation in confined ...