Ensemble clustering: A practical tutorial. [PDF]
Gao CX +11 more
europepmc +1 more source
Data‐Efficient Cycle‐Level Capacity Prediction Using 1D Deep Convolutional Network
We introduce DeepBat, a deep learning framework featuring a 1D convolutional backbone designed to extract latent degradation patterns from a microstructurally diverse electrode dataset. By learning complex formulation–performance relationships, the model accurately predicts long‐term specific discharge capacity using limited early‐cycle data, providing
Tao Huang +16 more
wiley +1 more source
Nuclear mechanotransduction: tools for mechanical perturbation and chromatin characterization. [PDF]
Soto J +8 more
europepmc +1 more source
Quadrotor unmanned aerial vehicle control is critical to maintain flight safety and efficiency, especially when facing external disturbances and model uncertainties. This article presents a robust reinforcement learning control scheme to deal with these challenges.
Yu Cai +3 more
wiley +1 more source
Analytical investigation of soliton dynamics in the Fokas-Lenells equation with generalized self-phase modulation and nonlinear dispersion. [PDF]
Rehman HU +4 more
europepmc +1 more source
Multiscale learning of gene network-driven phenotypic dynamics of single cells. [PDF]
Zhang D, Li J, Nie Q, Sun X.
europepmc +1 more source
Rumor and counter-rumor dynamics in a stochastic delay-fractional framework: a GL-NSFD approach. [PDF]
Raza A +5 more
europepmc +1 more source
Invariant nonequilibrium dynamics in gene regulation optimize information flow. [PDF]
Zoller B +3 more
europepmc +1 more source
Hybrid Physics-Informed and Bayesian Modeling of Single-Nanoparticle-Cell Adhesion Kinetics under Cytoskeletal Perturbation. [PDF]
Bettahar H, Santos HA, Zhou Q.
europepmc +1 more source
Risk-sensitive mean-field control of large-scale UAV Swarms for stochastic disaster tracking and robust first response. [PDF]
Sayeed MA +3 more
europepmc +1 more source

