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Christopher Krapu
Christopher Krapu
Verified email at duke.edu - Homepage
Title
Cited by
Cited by
Year
Probabilistic programming: A review for environmental modellers
C Krapu, M Borsuk
Environmental modelling & software 114, 40-48, 2019
202019
Identifying wetland consolidation using remote sensing in the North Dakota Prairie Pothole Region
C Krapu, M Kumar, M Borsuk
Water Resources Research 54 (10), 7478-7494, 2018
172018
Gradient‐based inverse estimation for a rainfall‐runoff model
C Krapu, M Borsuk, M Kumar
Water Resources Research 55 (8), 6625-6639, 2019
102019
A spatial community regression approach to exploratory analysis of ecological data
C Krapu, M Borsuk
Methods in Ecology and Evolution 11 (5), 608-620, 2020
62020
A Review of Bayesian Networks for Spatial Data
C Krapu, R Stewart, A Rose
ACM Transactions on Spatial Algorithms and Systems 9 (1), 1-21, 2023
42023
A Differentiable Hydrology Approach for Modeling With Time‐Varying Parameters
C Krapu, M Borsuk
Water Resources Research 58 (9), e2021WR031377, 2022
42022
Synthesis and Characterization of Zinc-‐Oxide/Polystyrene Nanocomposite Thin Films
C Krapu
Macalester journal of physics and astronomy 1 (1), 7, 2013
32013
Deep autoregressive modeling for land use land cover
C Krapu, M Borsuk, R Calder
arXiv preprint arXiv:2401.01395, 2024
2024
Flexible hierarchical risk modeling for large insurance data via NumPyro
C Krapu, M Borsuk
arXiv preprint arXiv:2312.07432, 2023
2023
Employing Gaussian process priors for studying spatial variation in the parameters of a cardiac action potential model
AN Ramos, CL Krapu, EM Cherry, FH Fenton
arXiv preprint arXiv:2311.10114, 2023
2023
Employing Gaussian process priors for studying spatial variation in the parameters of a cardiac action potential model
A Nieto Ramos, CL Krapu, EM Cherry, FH Fenton
arXiv e-prints, arXiv: 2311.10114, 2023
2023
Fluid hunter motivation in Central Africa: Effects on behaviour, bushmeat and income
GZL Froese, A Ebang Mbélé, C Beirne, B Bazza, S Dzime N’noh, J Ebeba, ...
People and Nature 5 (5), 1480-1496, 2023
2023
A Bayesian model for multivariate discrete data using spatial and expert information with application to inferring building attributes
C Krapu, N Hayes, R Stewart, K Kurte, A Rose, A Sorokine, M Urban
Spatial Statistics 55, 100745, 2023
2023
A comparison of novel dynamic priors for Bayesian estimation of time-varying parameters in rainfall-runoff modeling via Hamiltonian Monte Carlo
C Krapu
Frontiers in Hydrology 2022, 400-04, 2022
2022
End-to-End Differentiable Modeling and Management of the Environment
C Krapu, T Felgenhauer
Artificial Intelligence for Earth System Predictability (AI4ESP …, 2021
2021
Development of Novel Bayesian Models of Environmental Systems with Application to the Prairie Wetlands of North America
C Krapu
Duke University, 2020
2020
Bayesian estimation of a parsimonious wetland hydrology model with remote sensing data
C Krapu, ME Borsuk, M Kumar
AGU Fall Meeting Abstracts 2019, H31N-1949, 2019
2019
Forgotten Interactions: Missing Link in the Ecohydrologic Prediction Puzzle
M Kumar, C Krapu, Y Liu, A Parolari, GG Katul, AM Porporato, ME Borsuk
AGU Fall Meeting Abstracts 2019, H11J-1631, 2019
2019
Scalable Inverse Estimation with Variational Inference
C Krapu, ME Borsuk
AGU Fall Meeting Abstracts 2018, H21J-1774, 2018
2018
Efficient Inference for Mechanistic Models with Hamiltonian Monte Carlo
C Krapu, M Borsuk
2018
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Articles 1–20