publications
preprints, journal articles, book chapters, conference articles, and other works in reversed chronological order.
preprints
- arxivTensor-based Methods for Sequential State and Parameter Estimation in State Space Models2023 arXiv
- arxivMultilevel Monte Carlo methods for stochastic convection-diffusion eigenvalue problems2023 arXiv
- arxivSelf-reinforced polynomial approximation methods for concentrated probability densities2023 arXiv
- arxivQuasi-Monte Carlo methods for mixture distributions and approximated distributions via piecewise linear interpolation2023 arXiv
- arxivBernstein approximation and beyond: proofs by means of elementary probability theory2023 arXiv
- arxivConvergence Speed and Approximation Accuracy of Numerical MCMC2022 arXiv
journal articles
2024
2023
2022
2021
2020
- PeerJA non-linear reverse-engineering method for inferring genetic regulatory networksPeerJ, 8, e9065, 2020
2019
- IJUQUsing parallel Markov chain Monte Carlo to quantify uncertainties in geothermal reservoir calibrationInternational Journal for Uncertainty Quantification, 2019 DOI
- J. Struct. Geol.Extraction of high-resolution structural orientations from digital data: A Bayesian approachJournal of Structural Geology, 122, 106–115, 2019 DOI
2018
- J. Struct. BiolRapid near-atomic resolution single-particle 3D reconstruction with SIMPLEJournal of structural biology, 204, 172–181, 2018 DOI
2017
2016
- JHEPragmatic approach to calibrating distributed parameter groundwater models from pumping test data using adaptive delayed acceptance MCMCJournal of Hydrologic Engineering, 21, 06015011, 2016
- CMAMEMultifidelity importance samplingComputer Methods in Applied Mechanics and Engineering, 300, 490–509, 2016 DOI
2015
2014
- JHECharacterization of parameters for a spatially heterogenous aquifer from pumping test dataJournal of Hydrologic Engineering, 19, 1203–1213, 2014
2013
- JHEUncertainty quantification for stream depletion testsJournal of Hydrologic Engineering, 18, 1581–1590, 2013
2011
- WRRBayesian calibration of a large-scale geothermal reservoir model by a new adaptive delayed acceptance Metropolis Hastings algorithmWater Resources Research, 47, 2011 DOI
book chapters
2019
conference articles
2018
- NIPSA Stein variational Newton methodIn Advances in Neural Information Processing Systems 9169–9179, 2018 arXiv
- IEEEMathematical modelling of genetic network for regulating the fate determination of hematopoietic stem cellsIn 2018 IEEE International Conference on Bioinformatics and Biomedicine (BIBM) 2167–2173, 2018
- MCQMCNetwork Structure Change Point Detection by Posterior Predictive DiscrepancyIn International Conference on Monte Carlo and Quasi-Monte Carlo Methods in Scientific Computing 107–123, 2018
other works
- arxivStein variational online changepoint detection with applications to Hawkes processes and neural networks2019 arXiv