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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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The Fingerprint is created by mining the titles and abstracts of the person's research outputs and projects/funding awards to create an index of weighted terms from discipline-specific thesauri.
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Collaborations and top research areas from the last five years
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Projects
- 2 Finished
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PCC Pavement Thickness Variation Versus Observed Pavemen
Khazanovich, L. (PI), Barnes, R. J. (CoI) & Hoegh, K. E. (CoI)
MN DEPARTMENT OF TRANSPORTATION
7/29/14 → 10/31/16
Project: Research project
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MnROAD Data Mining, Evaluation and Qualification - Phase
Barnes, R. J. (PI) & Khazanovich, L. (CoI)
MN DEPARTMENT OF TRANSPORTATION
4/7/08 → 7/31/10
Project: Research project
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Sinh-Arcsinh-normal distributions to add uncertainty to neural network regression tasks: Applications to tropical cyclone intensity forecasts
Barnes, E. A., Barnes, R. J. & Demaria, M., Jun 15 2023, In: Environmental Data Science. 2, e15.Research output: Contribution to journal › Article › peer-review
Open Access4 Scopus citations -
Controlled Abstention Neural Networks for Identifying Skillful Predictions for Classification Problems
Barnes, E. A. & Barnes, R. J., Dec 2021, In: Journal of Advances in Modeling Earth Systems. 13, 12, e2021MS002573.Research output: Contribution to journal › Article › peer-review
Open Access11 Scopus citations -
Controlled Abstention Neural Networks for Identifying Skillful Predictions for Regression Problems
Barnes, E. A. & Barnes, R. J., Dec 2021, In: Journal of Advances in Modeling Earth Systems. 13, 12, e2021MS002575.Research output: Contribution to journal › Article › peer-review
Open Access5 Scopus citations -
Non-destructive ultrasonic evaluation of construction variability effect on concrete pavement performance
de Salles, L. S., Conway, R., Khazanovich, L., Barnes, R., Hoegh, K., da Silva Pereira, D. & Burnham, T., Sep 9 2020, In: International Journal of Pavement Research and Technology. 14, 3, p. 385-396 12 p.Research output: Contribution to journal › Article › peer-review
4 Scopus citations -
Quo Vadis? Inakeyaa! Inferring Flow Directions Using a Bayesian Approach
Barnes, R. J. & Soule, R., 2020, In: Geotechnical Special Publication. 2020-February, GSP 321, p. 78-86 9 p.Research output: Contribution to journal › Conference article › peer-review