Tapio Schneider

Publication Activity (10 Years)

Years Active: 2001-2024
Publications (10 Years): 12

Top Topics

Dynamical Systems

Inverse Problems

Recurrent Neural Networks

Emission Tomography

Top Venues

J. Comput. Phys.

Comput. Sci. Eng.

PLoS Comput. Biol.

Publications

Jinlong Wu, Matthew E. Levine, Tapio Schneider, Andrew M. Stuart
Learning about structural errors in models of complex dynamical systems. J. Comput. Phys. 513 (2024)
Jin-Long Wu, Matthew E. Levine, Tapio Schneider, Andrew M. Stuart
Learning About Structural Errors in Models of Complex Dynamical Systems. CoRR (2024)
Mauricio Lima, Katherine Deck, Oliver R. A. Dunbar, Tapio Schneider
Toward Routing River Water in Land Surface Models with Recurrent Neural Networks. CoRR (2024)
Miguel Liu-Schiaffini, Clare E. Singer, Nikola B. Kovachki, Tapio Schneider, Kamyar Azizzadenesheli, Anima Anandkumar
Tipping Point Forecasting in Non-Stationary Dynamics on Function Spaces. CoRR (2023)
Tapio Schneider, Ilkay Altintas, Daniel Atkins
Accelerating Scientific Discovery With AI-Aided Automation. Comput. Sci. Eng. 25 (5) (2023)
Sheide Chammas, Qing Wang, Tapio Schneider, Matthias Ihme, Yi-Fan Chen, John R. Anderson
Accelerating large-eddy simulations of clouds with Tensor Processing Units. CoRR (2023)
Daniel Zhengyu Huang, Tapio Schneider, Andrew M. Stuart
Iterated Kalman methodology for inverse problems. J. Comput. Phys. 463 (2022)
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
Epidemic management and control through risk-dependent individual contact interventions. PLoS Comput. Biol. 18 (6) (2022)
Tapio Schneider, Andrew M. Stuart, Jin-Long Wu
Ensemble Kalman inversion for sparse learning of dynamical systems from time-averaged data. J. Comput. Phys. 470 (2022)
Daniel Z. Huang, Tapio Schneider, Andrew M. Stuart
Unscented Kalman Inversion. CoRR (2021)
Emmet Cleary, Alfredo Garbuno-Inigo, Shiwei Lan, Tapio Schneider, Andrew M. Stuart
Calibrate, emulate, sample. J. Comput. Phys. 424 (2021)
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
Epidemic Management and Control Through Risk-Dependent Individual Contact Interventions. CoRR (2021)
Arnold Neumaier, Tapio Schneider
Estimation of parameters and eigenmodes of multivariate autoregressive models. ACM Trans. Math. Softw. 27 (1) (2001)
Tapio Schneider, Arnold Neumaier
Algorithm 808: ARfit - a matlab package for the estimation of parameters and eigenmodes of multivariate autoregressive models. ACM Trans. Math. Softw. 27 (1) (2001)