Hammond, J.R., Dalcin, L., Schnetter, E., Pérache, M., Besnard, J.-B., Brown, J., Brito Gadeschi, G., Schuchart, J., Byrne, S., Zhou, H., 2023. MPI Application Binary Interface Standardization. EuroMPI’23 Proceedings, in review.
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All Posts
Filtering dynamical systems using observations of statistics
Bach, E., Colonius, T., Stuart, A., 2023. Filtering dynamical systems using observations of statistics. Chaos, submitted.
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The Importance of Hyperspectral Soil Albedo Information for Improving Earth System Model Projections
Braghiere, R.K., Wang, Y., Gagné-Landmann, A., Brodrick, P.G., Bloom, A.A., Norton, A.J., Ma, S., Levine, P., Longo, M., Deck, K., Gentine, P., Worden, J.R., Frankenberg, C., Schneider, T., 2023: The Importance of Hyperspectral Soil Albedo Information for Improving Earth System Model Projections. AGU Advances, 4, e2023AV000910.
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A physics-constrained neural differential equation for data-driven seasonal snowpack forecasting
Charbonneau, A., Deck, K., Schneider, T., 2023: A physics-constrained neural differential equation for data-driven seasonal snowpack forecasting. Artificial Intelligence for the Earth Systems, submitted.
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Unpaired Downscaling of Fluid Flows with Diffusion Bridges
Bischoff, T., Deck, K., 2023: Unpaired Downscaling of Fluid Flows with Diffusion Bridges. Artificial Intelligence for the Earth Systems, submitted.
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CO2-driven stratocumulus breakup in a bulk boundary layer model
Singer, C.E., Schneider, T., 2023: CO2-driven stratocumulus breakup in a bulk boundary layer model. Journal of Climate, in review.
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Stratocumulus-cumulus transition explained by bulk boundary layer theory
Singer, C.E., Schneider, T., 2023: Stratocumulus-cumulus transition explained by bulk boundary layer theory. Journal of Climate, in review.
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MPI.jl: Julia bindings for the Message Passing Interface
Byrne, S., Wilcox, L.C., Churavy, V., 2021: MPI.jl: Julia bindings for the Message Passing Interface. JuliaCon Proceedings, 1, 68.
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Reconciling Bayesian and perimeter regularization for binary inversion
Dunbar, O.R.A., Dunlop, M.M., Elliott, C.M., Hoang, V.H., Stuart, A.M., 2021: Reconciling Bayesian and perimeter regularization for binary inversion. SIAM Journal on Scientific Computing, 42, A1984−A2013.
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Ensemble inference methods for models with noisy and expensive likelihoods
Dunbar, O.R.A, Duncan, A.B., Stuart, A.M., Wolfram, M.-T., 2022: Ensemble inference methods for models with noisy and expensive likelihoods. SIAM Journal on Applied Dynamical Systems, 21, 1539-1572.
[PDF] [Official Version]