„Bayesian optimization“

Suchergebnisse

726 Treffer

• Deep Gaussian process for multi-objective Bayesian optimization
  Hebbal, Ali ; Balesdent, Mathieu ; Brevault, Loïc ; Melab, Nouredine ; Talbi, El-Ghazali
• Automatic parameter selection for electron ptychography via Bayesian optimization
  Cao, Michael C. ; Chen, Zhen ; Jiang, Yi ; Han, Yimo
• Breast cancer prediction from microRNA profiling using random subspace ensemble of LDA classifiers via Bayesian optimization
  Sharma, Sudhir Kumar ; Vijayakumar, K. ; Kadam, Vinod J. ; Williamson, Sheldon
• Vibration prediction and analysis of strip rolling mill based on XGBoost and Bayesian optimization
  Zhang, Yang ; Lin, Ranmeng ; Zhang, Huan ; Peng, Yan
• Influence of Algorithm Parameters of Bayesian Optimization, Genetic Algorithm, and Particle Swarm Optimization on Their Optimization Performance
  Wang, Zhi‐Lei ; Ogawa, Toshio ; Adachi, Yoshitaka
• AVEI-BO: an efficient Bayesian optimization using adaptively varied expected improvement
  Yan, Cheng ; Du, Han ; Kang, Enzi ; Mi, Dong ; Liu, He ; You, Yancheng
• A comparison of mixed-variables Bayesian optimization approaches
  Cuesta Ramirez, Jhouben ; Le Riche, Rodolphe ; Roustant, Olivier ; Perrin, Guillaume ; Durantin, Cédric ; Glière, Alain
• Development of Aluminum Scandium Nitride Molecular Dynamics Force Fields with Scalable Multi-Objective Bayesian Optimization
  Sestito, Jesse M. ; Kempner, Michaela ; Harris, Tequila A. L. ; Zarkadoula, Eva ; Wang, Yan
• Data‐Driven Materials Exploration for Li‐Ion Conductive Ceramics by Exhaustive and Informatics‐Aided Computations
  Nakayama, Masanobu ; Kanamori, Kenta ; Nakano, Koki ; Jalem, Randy ; Takeuchi, Ichiro ; Yamasaki, Hisatsugu
• Rapid design of secondary deformation-aging parameters for ultra-low Co content Cu-Ni-Co-Si-X alloy via Bayesian optimization machine learning
  Zhang, Hongtao ; Fu, Huadong ; Shen, Yuheng ; Xie, Jianxin
• Accelerated Search for BaTiO 3 ‐Based Ceramics with Large Energy Storage at Low Fields Using Machine Learning and Experimental Design
  Yuan, Ruihao ; Tian, Yuan ; Xue, Dezhen ; Xue, Deqing ; Zhou, Yumei ; Ding, Xiangdong ; Sun, Jun ; Lookman, Turab
• On the performance of the Bayesian optimization algorithm with combined scenarios of search algorithms and scoring metrics
  Nametala, Ciniro A. L. ; Faria, Wandry R. ; Pereira Júnior, Benvindo R.
• aphBO-2GP-3B: a budgeted asynchronous parallel multi-acquisition functions for constrained Bayesian optimization on high-performing computing architecture
  Tran, Anh ; Eldred, Mike ; Wildey, Tim ; McCann, Scott ; Sun, Jing ; Visintainer, Robert J.
• A generalized Bayesian regularization network approach on characterization of geometric defects in lattice structures for topology optimization in preliminary design of 3D printing
  Xie, Yuxi ; Li, Shaofan ; Wu, C. T. ; Lyu, Dandan ; Wang, Chao ; Zeng, Danielle
• Numerical Optimization Methods for Metasurfaces
  Elsawy, Mahmoud M. R. ; Lanteri, Stéphane ; Duvigneau, Régis ; Fan, Jonathan A. ; Genevet, Patrice
• Two-stage Bayesian experimental design optimization for measuring soil–water characteristic curve
  Ding, Shao-Lin ; Li, Dian-Qing ; Cao, Zi-Jun ; Du, Wenqi
• Machine Learning on a Robotic Platform for the Design of Polymer–Protein Hybrids
  Tamasi, Matthew J. ; Patel, Roshan A. ; Borca, Carlos H. ; Kosuri, Shashank ; Mugnier, Heloise ; Upadhya, Rahul ; Murthy, N. Sanjeeva ; Webb, Michael A. ; Gormley, Adam J.
• COVIDXception-Net: A Bayesian Optimization-Based Deep Learning Approach to Diagnose COVID-19 from X-Ray Images
  Arman, Shifat E. ; Rahman, Sejuti ; Deowan, Shamim Ahmed
• Stochastic optimization for bayesian network classifiers
  Ren, Yi ; Wang, LiMin ; Li, XiongFei ; Pang, Meng ; Wei, JunYang
• An improved reliability-based robust design optimization method using Bayesian seemingly unrelated regression and multivariate loss function
  Wan, Liangqi ; Ouyang, Linhan ; Zhou, Tianyu ; Chen, Yuejian