Surrogate-based uncertainty and sensitivity analysis for bacterial invasion in multi-species biofilm modeling
From MaRDI portal
Publication:2207429
DOI10.1016/j.cnsns.2019.02.024zbMath1464.92235OpenAlexW2919568658WikidataQ111492478 ScholiaQ111492478MaRDI QIDQ2207429
Maria Rosaria Mattei, M. C. Rochoux, Andrea Trucchia, Vincenzo Luongo, Luigi Frunzo
Publication date: 22 October 2020
Published in: Communications in Nonlinear Science and Numerical Simulation (Search for Journal in Brave)
Full work available at URL: http://hdl.handle.net/20.500.11824/945
Population dynamics (general) (92D25) Physiological, cellular and medical topics (92C99) Initial-boundary value problems for second-order parabolic systems (35K51)
Related Items
Uses Software
Cites Work
- Unnamed Item
- Unnamed Item
- Unnamed Item
- Biofilm growth on medical implants with randomness
- Adaptive sparse polynomial chaos expansion based on least angle regression
- A mixed-culture biofilm model with cross-diffusion
- Two-fluid model of biofilm disinfection
- Random coefficient differential equation models for bacterial growth
- Lipschitzian optimization without the Lipschitz constant
- Continuum and discrete approach in modeling biofilm development and structure: a review
- Least angle regression. (With discussion)
- Derivative-based global sensitivity measures: general links with Sobol' indices and numerical tests
- Modeling multispecies biofilms including new bacterial species invasion
- Derivative based global sensitivity measures and their link with global sensitivity indices
- A multidimensional multispecies continuum model for heterogeneous biofilm development
- Sensitivity analysis for multidimensional and functional outputs
- A New Deterministic Spatio-Temporal Continuum Model for Biofilm Development
- Robust Uncertainty Propagation in Systems of Conservation Laws with the Entropy Closure Method
- Analytic Perturbation Theory and Its Applications
- A Bayesian Approach for Global Sensitivity Analysis of (Multifidelity) Computer Codes
- Mathematical Description of Microbial Biofilms
- Stochastic finite element: a non intrusive approach by regression
- Phase Field Models for Biofilms. I. Theory and One-Dimensional Simulations
- Spectral Methods for Uncertainty Quantification
- A fluid dynamics multidimensional model of biofilm growth: stability, influence of environment and sensitivity
- The Wiener--Askey Polynomial Chaos for Stochastic Differential Equations
- Probabilistic Sensitivity Analysis of Complex Models: A Bayesian Approach
- POLYNOMIAL-CHAOS-BASED KRIGING
- Comparison of Surrogate-Based Uncertainty Quantification Methods for Computationally Expensive Simulators
- Adaptive Bayesian Inference for Discontinuous Inverse Problems, Application to Hyperbolic Conservation Laws