Jianye Ching

Civil and Structural Engineering · 2005–2021

A researcher in the Science corpus: 19 papers; trusts 34 researchers and is trusted by 26 researchers here, as inferred from the citation graph.

Subfields

Civil and Structural Engineering — 60 citations into it; #886 of 6,160 by trust here, #1,369 by citations
Safety, Risk, Reliability and Quality — 36 citations into it; #128 of 1,220 by trust here, #112 by citations
Statistics and Probability — 31 citations into it; #2,832 of 12,932 by trust here, #3,609 by citations
Environmental Engineering — 13 citations into it
Probabilistic & Bayesian Methods — 11 citations into it
Artificial Intelligence — 10 citations into it; #10,496 of 35,345 by trust here, #17,412 by citations
Management, Monitoring, Policy and Law — 9 citations into it; #2,500 of 2,821 by trust here, #1,579 by citations
Signal Processing — 5 citations into it

Whom Jianye Ching trusts overall

Their strongest outbound trust, strongest first, inferred from their citations.

Who trusts Jianye Ching overall

Papers from Jianye Ching's perspective

Ordered by how strongly the researchers Jianye Ching trusts endorse each paper. Same corpus, a different order for every researcher.

The Unscented Particle Filter
Stochastic Relaxation, Gibbs Distributions, and the Bayesian Restoration of Images
ImageNet classification with deep convolutional neural networks
Maximum likelihood from incomplete data via the EM - algorithm plus discussions on the paper
The unscented Kalman filter for nonlinear estimation
Learning Multiple Layers of Features from Tiny Images
Attention is All you Need (Neural Information Processing Systems)
Pattern Recognition and Machine Learning
Deep Residual Learning for Image Recognition (Computer Vision and Pattern Recognition)
Novel approach to nonlinear/non-Gaussian Bayesian state estimation

Their papers

Reliability Estimation for Dynamical Systems Subject to Stochastic Excitation using Subset Simulation with Splitting (2005) — 135 citations
Transitional Markov Chain Monte Carlo Method for Bayesian Model Updating, Model Class Selection, and Model Averaging (2007) — 819 citations
Local estimation of failure probability function and its confidence interval with maximum entropy principle (2007) — 133 citations
Approximate Reliability-Based Optimization Using a Three-Step Approach Based on Subset Simulation (2007) — 57 citations
Quasi-site-specific multivariate probability distribution model for sparse, incomplete, and three-dimensional spatially varying soil data (2021) — 49 citations
Constructing a Site-Specific Multivariate Probability Distribution Using Sparse, Incomplete, and Spatially Variable (MUSIC-X) Data (2020) — 67 citations
Impact of Autocorrelation Function Model on the Probability of Failure (2019) — 51 citations
Identification of sample path smoothness in soil spatial variability (2019) — 59 citations
Statistical characterization of random field parameters using frequentist and Bayesian approaches (2016) — 113 citations
Correlations among some clay parameters — the multivariate distribution (2014) — 142 citations
Simulating Spatial Averages of Stationary Random Field Using the Fourier Series Method (2013) — 62 citations
Determining the Factors of Safety of Spatially Variable Slopes Modeled by Random Fields (2013) — 47 citations
Mobilized shear strength of spatially variable soils under simple stress states (2013) — 72 citations
Multivariate distribution for undrained shear strengths under various test procedures (2013) — 76 citations
A quantile-based approach for calibrating reliability-based partial factors (2011) — 63 citations
Evaluating small failure probabilities of multiple limit states by parallel subset simulation (2010) — 55 citations
Reducing shear strength uncertainties in clays by multivariate correlations. (2010) — 96 citations
Bayesian State Estimation Method for Nonlinear Systems and Its Application to Recorded Seismic Response (2006) — 87 citations
Bayesian State and Parameter Estimation of Uncertain Dynamical Systems (2006) — 245 citations