Encoding Cumulation to Learn Perturbative Nonlinear Oscillatory Dynamics
Weak nonlinearities critically shape the long term behavior of oscillatory systems but are difficult to identify from data. A data‐driven framework is introduced to infer governing equations of weakly nonlinear oscillators from sparse and noisy observations.
Teng Ma +5 more
wiley +1 more source
Research on dynamic stiffness match form of indirect fastener based on rail high-frequency wear characteristics. [PDF]
Wang X +5 more
europepmc +1 more source
The engineered TF‐Fe@LC nanoplatform programs paraptotic death via multipath ROS amplification that disrupts redox homeostasis, provoking mitochondrial dysfunction, autophagic blockade, and ER stress. This caspase‐independent process elicits robust immunogenic cell death, combining with αPD‐L1 to activate systemic CD8+ T‐cell immunity and suppress ...
Zhe Yu +9 more
wiley +1 more source
Axial Hysteretic Mechanical Characteristics of Wire Rope Isolators and Parameter Identification with a Novel Algebraic Closed-Form Model. [PDF]
Mei G +6 more
europepmc +1 more source
This study tests NeuroD1 AAV‐based gene therapy in a non‐human primate Alzheimer's disease model. The therapy prevents neuronal damage, inhibits hippocampal atrophy, and reduces neuroinflammation. It also repairs vascular and blood‐brain barrier damage, restores cerebrospinal fluid biomarkers, enhances hippocampal glucose metabolism, and improves ...
Zhouquan Jiang +21 more
wiley +1 more source
Adjoint-based PDE-constrained optimization of viscoelastic floating membrane for maximum wave power absorption. [PDF]
El Sayed K +3 more
europepmc +1 more source
The impact of virtual synchronous compensator on the transient synchronous stability of renewable energy. [PDF]
Sun F, Chen Y, Wang W.
europepmc +1 more source
Shaking table tests and analysis of the seismic behavior of external steel frames with viscoelastic nodal dampers. [PDF]
Shen J, Nie Q, Jia S.
europepmc +1 more source
Prediction and reduction of dynamic factor based on dynamic behavior of gear systems. [PDF]
Lee D, Shim SB, Kim S.
europepmc +1 more source

