David Alexander Campbell
Statistics and Probability · 2007–2013
A researcher in the Science corpus: 2 papers; trusts 9 researchers and is trusted by 12 researchers here, as inferred from the citation graph.
Subfields
- Statistics and Probability — 25 citations into it
- Artificial Intelligence — 20 citations into it
- Statistical and Nonlinear Physics — 7 citations into it
- Global and Planetary Change — 5 citations into it
- Molecular Biology — 5 citations into it
- Oceanography — 5 citations into it
Whom David Alexander Campbell trusts overall
Their strongest outbound trust, strongest first, inferred from their citations.
- Dongbin Xiu
- Andrew M. Stuart
- Nicolas J.-B. Brunel
- Mark A. Girolami
- Jari P. Kaipio
- Andrew Golightly
- D. Higdon
- Michael Schober
- Michael Dowd
- David Kristjanson Duvenaud
Who trusts David Alexander Campbell overall
Papers from David Alexander Campbell's perspective
Ordered by how strongly the researchers David Alexander Campbell trusts endorse each paper. Same corpus, a different order for every researcher.
- Riemann manifold Langevin and Hamiltonian Monte Carlo methods
- Deterministic nonperiodic flow
- Inverse problems: A Bayesian perspective (Acta Numerica)
- Stochastic spectral methods for efficient Bayesian solution of inverse problems (Journal of Computational Physics)
- Design and analysis of computer experiments
- Dimensionality reduction and polynomial chaos acceleration of Bayesian inference in inverse problems (Journal of Computational Physics)
- Parameter estimation for differential equations: a generalized smoothing approach
- A process-convolution approach to modelling temperatures in the North Atlantic Ocean
- Identification of nucleocytoplasmic cycling as a remote sensor in cellular signaling by databased modeling (Proceedings of the National Academy of Sciences of the United States of America)
- Space and Space-Time Modeling using Process Convolutions
Their papers
- Bayesian Solution Uncertainty Quantification for Differential Equations (2013) — 135 citations
- Parameter estimation for differential equations: a generalized smoothing approach (2007) — 713 citations