Sankaran Mahadevan

Statistics and Probability · 2000–2022

A researcher in the Science corpus: 28 papers; trusts 96 researchers and is trusted by 33 researchers here, as inferred from the citation graph.

Subfields

Statistics and Probability — 112 citations into it; #2,457 of 12,932 by trust here, #1,420 by citations
Management Science and Operations Research — 75 citations into it; #5,280 of 11,946 by trust here, #2,136 by citations
Artificial Intelligence — 67 citations into it
Industrial and Manufacturing Engineering — 64 citations into it
Control and Systems Engineering — 60 citations into it
Mechanical Engineering — 53 citations into it; #5,968 of 8,300 by trust here, #6,822 by citations
Automotive Engineering — 45 citations into it
Civil and Structural Engineering — 44 citations into it; #1,485 of 6,160 by trust here, #1,410 by citations

Whom Sankaran Mahadevan trusts overall

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

Who trusts Sankaran Mahadevan overall

Papers from Sankaran Mahadevan's perspective

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

Long Short-Term Memory
Design and analysis of computer experiments
The PHI2 method: a way to compute time-variant reliability (Reliability Engineering & System Safety)
The Wiener-Askey Polynomial Chaos for Stochastic Differential Equations (SIAM Journal on Scientific Computing)
Time-Dependent Reliability Analysis for Function Generator Mechanisms
Human-level control through deep reinforcement learning
Global sensitivity analysis using polynomial chaos expansions (Reliability Engineering & System Safety)
Stochastic processes and orthogonal polynomials
Bayesian calibration of computer models
Unsupervised Domain Adaptation by Backpropagation

Their papers

Efficient Global Reliability Analysis for Nonlinear Implicit Performance Functions (2008) — 1,133 citations
Collocation-based stochastic finite element analysis for random field problems (2007) — 198 citations
Supplier selection using AHP methodology extended by D numbers (2014) — 455 citations
Uncertainty quantification and model validation of fatigue crack growth prediction (2011) — 216 citations
Multiaxial high-cycle fatigue criterion and life prediction for metals (2005) — 240 citations
Robustness-based design optimization under data uncertainty (2011) — 76 citations
Reliability-based design optimization of multidisciplinary system under aleatory and epistemic uncertainty (2016) — 61 citations
Chloride-induced reinforcement corrosion and concrete cracking simulation (2008) — 258 citations
Time-Dependent System Reliability Analysis Using Random Field Discretization (2015) — 51 citations
Stochastic fatigue damage modeling under variable amplitude loading (2007) — 144 citations
An improved method to construct basic probability assignment based on the confusion matrix for classification problem (2016) — 559 citations
A comprehensive review of digital twin — part 1: modeling and twinning enabling technologies (2022) — 355 citations
Digital Twin: Generalization, characterization and implementation (2021) — 723 citations
Dynamic Bayesian Network for Aircraft Wing Health Monitoring Digital Twin (2017) — 308 citations
Uncertainty quantification and management in additive manufacturing: current status, needs, and opportunities (2017) — 139 citations
Supplier selection based on evidence theory and analytic network process (2016) — 75 citations
A Single-Loop Kriging Surrogate Modeling for Time-Dependent Reliability Analysis (2016) — 311 citations
Distribution type uncertainty due to sparse and imprecise data (2013) — 65 citations
Numerical simulation of cementitious materials degradation under external sulfate attack (2010) — 234 citations
Probabilistic fatigue life prediction using an equivalent initial flaw size distribution (2009) — 288 citations