Research output per year
Research output per year
Personal profile
Research Interests
Inverse Problems, Uncertainty Quantification, Computational Mathematics and Statistics, Data Science
Education/Academic qualification
Doctorate, Mathematics, Montana State University
Master, Mathematics, Montana State University
Bachelor, Mathematics, Montana Technological University
Master, Mathematics, University of Oregon
Expertise related to UN Sustainable Development Goals
In 2015, UN member states agreed to 17 global Sustainable Development Goals (SDGs) to end poverty, protect the planet and ensure prosperity for all. This person’s work contributes towards the following SDG(s):
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SDG 15 Life on Land
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Dive into the research topics where Johnathan Bardsley is active. These topic labels come from the works of this person. Together they form a unique fingerprint.
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Collaborations and top research areas from the last five years
Recent external collaboration on country/territory level. Dive into details by clicking on the dots or
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A Hybrid Gibbs Sampler for Edge-Preserving Tomographic Reconstruction with Uncertain View Angles
Uribe, F., Bardsley, J. M., Dong, Y., Hansen, P. C. & Riis, N. A. B., 2022, In: SIAM-ASA Journal on Uncertainty Quantification. 10, 3, p. 1293-1320 28 p.Research output: Contribution to journal › Article › peer-review
12 Scopus citations -
Matlab software for supervised habitat mapping of freshwater systems using image processing
Bardsley, J. M., Howard, M. & Lorang, M., Dec 1 2021, In: Remote Sensing. 13, 23, 4906.Research output: Contribution to journal › Article › peer-review
Open Access8 Scopus citations -
Optimization-Based Markov Chain Monte Carlo Methods for Nonlinear Hierarchical Statistical Inverse Problems
Bardsley, J. M. & Cui, T., 2021, In: SIAM-ASA Journal on Uncertainty Quantification. 9, 1, p. 29-64 36 p.Research output: Contribution to journal › Article › peer-review
6 Scopus citations -
MCMC algorithms for computational UQ of nonnegativity constrained linear inverse problems
Bardsley, J. M. & Hansen, P. C., 2020, In: SIAM Journal on Scientific Computing. 42, 2, p. A1269-A1288Research output: Contribution to journal › Article › peer-review
Open Access9 Scopus citations -
Scalable optimization-based sampling on function space
Bardsley, J. M., Cui, T., Marzouk, Y. M. & Wang, Z., 2020, In: SIAM Journal on Scientific Computing. 42, 2, p. A1317-A1347Research output: Contribution to journal › Article › peer-review
14 Scopus citations
Activities
- 4 Visiting an external academic institution
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University of Otago
Bardsley, J. (Visiting professor)
Aug 2010 → Jun 2011Activity: Visiting an external institution › Visiting an external academic institution
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Technical University of Denmark
Bardsley, J. (Visiting professor)
Sep 2018 → Jan 2019Activity: Visiting an external institution › Visiting an external academic institution
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Monash University
Bardsley, J. (Fellow)
Jan 2019 → Jun 2019Activity: Visiting an external institution › Visiting an external academic institution
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University of Helsinki
Bardsley, J. (Visiting researcher)
Aug 2006 → Jul 2007Activity: Visiting an external institution › Visiting an external academic institution
Prizes
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Chancellor’s Medallion, Montana Technological University
Bardsley, J. (Recipient), 2017
Prize: Honorary award
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