Matthew J. Knowling

Publication Activity (10 Years)

Years Active: 2020-2022
Publications (10 Years): 6

Top Topics

High Dimensional

Probabilistic Model

Decision Support

Gaussian Process Latent Variable Models

Top Venues

Environ. Model. Softw.

Publications

Katherine H. Markovich, Jeremy T. White, Matthew J. Knowling
Sequential and batch data assimilation approaches to cope with groundwater model error: An empirical evaluation. Environ. Model. Softw. 156 (2022)
Jeremy T. White, Matthew J. Knowling, Michael N. Fienen, Adam Siade, Otis Rea, Guillermo Martinez
A model-independent tool for evolutionary constrained multi-objective optimization under uncertainty. Environ. Model. Softw. 149 (2022)
Ayman H. Alzraiee, Jeremy T. White, Matthew J. Knowling, Randall J. Hunt, Michael N. Fienen
A scalable model-independent iterative data assimilation tool for sequential and batch estimation of high dimensional model parameters and states. Environ. Model. Softw. 150 (2022)
Jeremy T. White, Brioch Hemmings, Michael N. Fienen, Matthew J. Knowling
Towards improved environmental modeling outcomes: Enabling low-cost access to high-dimensional, geostatistical-based decision-support analyses. Environ. Model. Softw. 139 (2021)
Jeremy T. White, Matthew J. Knowling, Michael N. Fienen, Daniel T. Feinstein, Garry W. McDonald, Catherine R. Moore
A non-intrusive approach for efficient stochastic emulation and optimization of model-based nitrate-loading management decision support. Environ. Model. Softw. 126 (2020)
Matthew J. Knowling, Jeremy T. White, Garry W. McDonald, Joon-hwan Kim, Catherine R. Moore, Brioch Hemmings
Disentangling environmental and economic contributions to hydro-economic model output uncertainty: An example in the context of land-use change impact assessment. Environ. Model. Softw. 127 (2020)