Loic Le Gratiet

Statistics and Probability · 2012–2016

A researcher in the Science corpus: 3 papers; trusts 34 researchers and is trusted by 21 researchers here, as inferred from the citation graph.

Subfields

• Statistics and Probability — 58 citations into it; #1,716 of 12,932 by trust here, #6,310 by citations
• Computational Theory and Mathematics — 31 citations into it; #1,143 of 12,182 by trust here, #6,463 by citations
• Management Science and Operations Research — 24 citations into it; #1,162 of 11,946 by trust here, #6,563 by citations
• Environmental Engineering — 17 citations into it
• Artificial Intelligence — 16 citations into it; #27,928 of 35,345 by trust here, #34,213 by citations
• Civil and Structural Engineering — 15 citations into it
• Mechanics of Materials — 10 citations into it
• Statistical and Nonlinear Physics — 8 citations into it

Whom Loic Le Gratiet trusts overall

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

1. Michael L. Stein
2. Anthony OʼHagan
3. Christian P. Robert
4. W. Hoeffding
5. Marc C. Kennedy
6. Bruno Sudret
7. Leonardo S. Bastos
8. Géraud Blatman
9. Jeremy E. Oakley
10. Maria J. Bayarri

Who trusts Loic Le Gratiet overall

1. Paris Perdikaris
2. Haitao Liu
3. G. Em Karniadakis
4. Guofei Pang
5. Maizar Raissi
6. M. Giselle Fernández-Godino
7. Lucia Parussini
8. Daniele Venturi
9. F. Sahli Costabal
10. Xilu Wang

Papers from Loic Le Gratiet's perspective

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

1. Design and analysis of computer experiments
2. A Framework for Validation of Computer Models (Technometrics)
3. A Comparison of Three Methods for Selecting Values of Input Variables in the Analysis of Output From a Computer Code
4. Global sensitivity analysis using polynomial chaos expansions (Reliability Engineering & System Safety)
5. Interpolation of spatial data
6. Calculations of Sobol indices for the Gaussian process metamodel (Reliability Engineering & System Safety)
7. Probabilistic sensitivity analysis of complex models: a Bayesian approach
8. Physical Systems with Random Uncertainties: Chaos Representations with Arbitrary Probability Measure (SIAM Journal on Scientific Computing)
9. Bayesian Treed Gaussian Process Models With an Application to Computer Modeling
10. Diagnostics for Gaussian Process Emulators (Technometrics)

Their papers

• RECURSIVE CO-KRIGING MODEL FOR DESIGN OF COMPUTER EXPERIMENTS WITH MULTIPLE LEVELS OF FIDELITY (2012) — 369 citations
• Metamodel-based sensitivity analysis: polynomial chaos expansions and Gaussian processes (2016) — 169 citations
• Multi-fidelity Gaussian process regression for computer experiments (2013) — 114 citations