Tapio Schneider

17 papers Journal 17
YearRankTypeTitle / Venue / Authors
2024 J jnl
A Physics-Constrained Neural Differential Equation Framework for Data-Driven Snowpack Simulation.
CoRR
Andrew Charbonneau, Katherine Deck, Tapio Schneider
2024 J jnl
Dynamical-generative downscaling of climate model ensembles.
CoRR
Ignacio Lopez-Gomez, Zhong Yi Wan, Leonardo Zepeda-Núñez, Tapio Schneider, John R. Anderson, Fei Sha
2024 J jnl
Learning About Structural Errors in Models of Complex Dynamical Systems.
CoRR
Jinlong Wu, Matthew E. Levine, Tapio Schneider, Andrew M. Stuart
2024 J jnl
Learning about structural errors in models of complex dynamical systems.
J. Comput. Phys.
Jinlong Wu, Matthew E. Levine, Tapio Schneider, Andrew M. Stuart
2024 J jnl
Statistical Downscaling via High-Dimensional Distribution Matching with Generative Models.
CoRR
Zhong Yi Wan, Ignacio Lopez-Gomez, Rob Carver, Tapio Schneider, John R. Anderson, Fei Sha, Leonardo Zepeda-Núñez
2024 J jnl
Toward Routing River Water in Land Surface Models with Recurrent Neural Networks.
CoRR
Mauricio Lima, Katherine Deck, Oliver R. A. Dunbar, Tapio Schneider
2023 J jnl
Accelerating Scientific Discovery With AI-Aided Automation.
Comput. Sci. Eng.
Tapio Schneider, Ilkay Altintas, Daniel Atkins
2023 J jnl
Accelerating large-eddy simulations of clouds with Tensor Processing Units.
CoRR
Sheide Chammas, Qing Wang, Tapio Schneider, Matthias Ihme, Yi-Fan Chen, John R. Anderson
2023 J jnl
Tipping Point Forecasting in Non-Stationary Dynamics on Function Spaces.
CoRR
Miguel Liu-Schiaffini, Clare E. Singer, Nikola B. Kovachki, Tapio Schneider, Kamyar Azizzadenesheli, Anima Anandkumar
2022 J jnl
Ensemble Kalman inversion for sparse learning of dynamical systems from time-averaged data.
J. Comput. Phys.
Tapio Schneider, Andrew M. Stuart, Jinlong Wu
2022 J jnl
Epidemic management and control through risk-dependent individual contact interventions.
PLoS Comput. Biol.
Tapio Schneider, Oliver R. A. Dunbar, Jinlong Wu, Lucas Böttcher, Dmitry Burov, Alfredo Garbuno-Inigo, Gregory LeClaire Wagner, Sen Pei, Chiara Daraio, Raffaele Ferrari, Jeffrey Shaman
2022 J jnl
Iterated Kalman methodology for inverse problems.
J. Comput. Phys.
Daniel Zhengyu Huang, Tapio Schneider, Andrew M. Stuart
2021 J jnl
Calibrate, emulate, sample.
J. Comput. Phys.
Emmet Cleary, Alfredo Garbuno-Inigo, Shiwei Lan, Tapio Schneider, Andrew M. Stuart
2021 J jnl
Epidemic Management and Control Through Risk-Dependent Individual Contact Interventions.
CoRR
Tapio Schneider, Oliver R. A. Dunbar, Jinlong Wu, Lucas Böttcher, Dmitry Burov, Alfredo Garbuno-Iñigo, Gregory LeClaire Wagner, Sen Pei, Chiara Daraio, Raffaele Ferrari, Jeffrey Shaman
2021 J jnl
Unscented Kalman Inversion.
CoRR
Daniel Zhengyu Huang, Tapio Schneider, Andrew M. Stuart
2001 J jnl
Algorithm 808: ARfit - a matlab package for the estimation of parameters and eigenmodes of multivariate autoregressive models.
ACM Trans. Math. Softw.
Tapio Schneider, Arnold Neumaier
2001 J jnl
Estimation of parameters and eigenmodes of multivariate autoregressive models.
ACM Trans. Math. Softw.
Arnold Neumaier, Tapio Schneider