Predicting Performance of Hall Effect Ion Source Using Machine Learning
This study introduces HallNN, a machine learning tool for predicting Hall effect ion source performance using a neural network ensemble trained on data generated from numerical simulations. HallNN provides faster and more accurate predictions than numerical methods and traditional scaling laws, making it valuable for designing and optimizing Hall ...
Jaehong Park +8 more
wiley +1 more source
A volatile‐switching compact model of electrochemical metallization memory cells for neuromorphic architecture is developed and validated by reliable reproduction of device characterization measurements: I−V sweeps, SET kinetics, relaxation dynamics.
Rana Walied Ahmad +4 more
wiley +1 more source
Energy‐Aware Perturbation Optimization for Memristor‐Array Convolutional Neural Networks
Memristor‐array inference becomes more energy efficient when layer inputs are reshaped before computation. Sinusoidal perturbation encoding with dual‐threshold screening reduces active voltage pulses and contracts ADC input‐current ranges, jointly lowering crossbar and peripheral energy while preserving accuracy across hardware MNIST validation, deep ...
Ao Xu +6 more
wiley +1 more source
Rigorous Bound on Hydrodynamic Diffusion for Chaotic Open Spin Chains. [PDF]
Ampelogiannis D, Doyon B.
europepmc +1 more source
Active control of bioinspired dry adhesion <i>via</i> magneto-responsive microstructures and PDMS composite backing. [PDF]
Talal M Hassani H, Baji A.
europepmc +1 more source
Recent Advances in Bioinspired Robot and Intelligent Systems. [PDF]
Zhu G, Fang Y, Yang Y.
europepmc +1 more source
Inverse-Probability-Weighted Kernel Estimation of Regression Derivatives Under Missing-at-Random Responses for Stationary Ergodic Processes. [PDF]
Bouzebda S, Didi S.
europepmc +1 more source
Stochastic dynamic programming for condition-based maintenance and production considering predetermined demand and maintenance delay in a finite planning horizon. [PDF]
Mohammadipour P, Farughi H, Rasay H.
europepmc +1 more source
Advances in Metal Microstructure Simulation and Analysis. [PDF]
Liu M, Zhou H, Jiang H, Yue C.
europepmc +1 more source

