Artificial Neural Network (ANN) - Bayesian Probability Framework (BPF) based method of dynamic force reconstruction under multi-source uncertainties

Review on self-supervised image recognition using deep neural networks

(2021) Kriti Ohri et al.   KNOWLEDGE-BASED SYSTEMS

A novel dynamic reliability-based topology optimization (DRBTO) framework for continuum structures via interval-process collocation and the first-passage theories

(2021) Lei Wang et al.   COMPUTER METHODS IN APPLIED MECHANICS AND ENGINEERING

A dynamic force reconstruction method based on modified Kalman filter using acceleration responses under multi-source uncertain samples

(2021) Yaru Liu et al.   MECHANICAL SYSTEMS AND SIGNAL PROCESSING

Highly parallelized memristive binary neural network

(2021) Jiadong Chen et al.   NEURAL NETWORKS

A new multi-objective Bayesian optimization formulation with the acquisition function for convergence and diversity

(2020) Leshi Shu et al.   JOURNAL OF MECHANICAL DESIGN

A radial basis function artificial neural network (RBF ANN) based method for uncertain distributed force reconstruction considering signal noises and material dispersion

(2020) Lei Wang et al.   COMPUTER METHODS IN APPLIED MECHANICS AND ENGINEERING

Fast hyperparameter tuning using Bayesian optimization with directional derivatives

(2020) Tinu Theckel Joy et al.   KNOWLEDGE-BASED SYSTEMS

Identify the stochastic dynamic load on a complex uncertain structural system

(2020) Shaoqing Wu et al.   MECHANICAL SYSTEMS AND SIGNAL PROCESSING

CKFO: Convolution Kernel First Operated Algorithm With Applications in Memristor-Based Convolutional Neural Network

(2020) Shiping Wen et al.   IEEE TRANSACTIONS ON COMPUTER-AIDED DESIGN OF INTEGRATED CIRCUITS AND SYSTEMS

An inverse method for distributed dynamic load identification of structures with interval uncertainties

(2019) Lei Wang et al.   ADVANCES IN ENGINEERING SOFTWARE

Batch Bayesian optimization using multi-scale search

(2019) Tinu Theckel Joy et al.   KNOWLEDGE-BASED SYSTEMS

Input-state-parameter estimation of structural systems from limited output information

(2019) V.K. Dertimanis et al.   MECHANICAL SYSTEMS AND SIGNAL PROCESSING

Impact load identification of nonlinear structures using deep Recurrent Neural Network

(2019) JM Zhou et al.   MECHANICAL SYSTEMS AND SIGNAL PROCESSING

Static load estimation using artificial neural network: Application on a wing rib

(2018) Samson B. Cooper et al.   ADVANCES IN ENGINEERING SOFTWARE

A hierarchical Bayesian method for vibration-based time domain force reconstruction problems

(2018) Qiaofeng Li et al.   JOURNAL OF SOUND AND VIBRATION

Structural property-aware multilayer network embedding for latent factor analysis

(2018) Jie Lu et al.   PATTERN RECOGNITION

A Bayesian collocation method for static analysis of structures with unknown-but-bounded uncertainties

(2018) Yisi Liu et al.   COMPUTER METHODS IN APPLIED MECHANICS AND ENGINEERING

Optimal Maintenance Design-Oriented Nonprobabilistic Reliability Methodology for Existing Structures Under Static and Dynamic Mixed Uncertainties

(2018) Lei Wang et al.   IEEE TRANSACTIONS ON RELIABILITY

Atom search optimization and its application to solve a hydrogeologic parameter estimation problem

(2018) Weiguo Zhao et al.   KNOWLEDGE-BASED SYSTEMS

Effects of model uncertainty in nonlinear structural finite element model updating by numerical simulation of building structures

(2018) Rodrigo Astroza et al.   Structural Control & Health Monitoring

Identification of dynamic forces using group-sparsity in frequency domain

(2016) A. Rezayat et al.   MECHANICAL SYSTEMS AND SIGNAL PROCESSING

Taking the Human Out of the Loop: A Review of Bayesian Optimization

(2016) Bobak Shahriari et al.   PROCEEDINGS OF THE IEEE

Time-domain Galerkin method for dynamic load identification

(2015) Jie Liu et al.   INTERNATIONAL JOURNAL FOR NUMERICAL METHODS IN ENGINEERING

Dealing with uncertainty in model updating for damage assessment: A review

(2015) Ellen Simoen et al.   MECHANICAL SYSTEMS AND SIGNAL PROCESSING

A novel shape function approach of dynamic load identification for the structures with interval uncertainty

(2015) Jie Liu et al.   International Journal of Mechanics and Materials in Design

Review of force reconstruction techniques

(2014) J. Sanchez et al.   JOURNAL OF SOUND AND VIBRATION

Detailed load rating analyses of bridge populations using nonlinear finite element models and artificial neural networks

(2013) Oğuzhan Hasançebi et al.   COMPUTERS & STRUCTURES

Impact location and load identification through inverse analysis with bounded uncertain measurements

(2013) Saeed Ahmari et al.   Smart Materials and Structures

Identification of impact force for smart composite stiffened panels

(2013) M Ghajari et al.   Smart Materials and Structures

Bayesian uncertainty quantification and propagation in molecular dynamics simulations: A high performance computing framework

(2012) Panagiotis Angelikopoulos et al.   JOURNAL OF CHEMICAL PHYSICS

Force identification using the concept of displacement transmissibility

(2012) Y.E. Lage et al.   JOURNAL OF SOUND AND VIBRATION

Indirect measurement of the impulsive load to a nonlinear system from dynamic responses: Inverse problem formulation

(2010) T.S. Jang et al.   MECHANICAL SYSTEMS AND SIGNAL PROCESSING

Evolving neural network using real coded genetic algorithm for daily rainfall–runoff forecasting

(2008) A. Sedki et al.   EXPERT SYSTEMS WITH APPLICATIONS

Impact load identification of composite structure using genetic algorithms

(2008) Gang Yan et al.   JOURNAL OF SOUND AND VIBRATION