Related references
Note: Only part of the references are listed.Self-adaptive physics-informed neural networks
Levi D. McClenny et al.
JOURNAL OF COMPUTATIONAL PHYSICS (2023)
Inversion of a Stokes glacier flow model emulated by deep learning
Guillaume Jouvet
JOURNAL OF GLACIOLOGY (2023)
Variational inference at glacier scale
Douglas J. Brinkerhoff
JOURNAL OF COMPUTATIONAL PHYSICS (2022)
The contribution of Humboldt Glacier, northern Greenland, to sea-level rise through 2100 constrained by recent observations of speedup and retreat
Trevor R. Hillebrand et al.
CRYOSPHERE (2022)
A new vertically integrated MOno-Layer Higher-Order (MOLHO) ice flow model
Thiago Dias dos Santos et al.
CRYOSPHERE (2022)
Constraining subglacial processes from surface velocity observations using surrogate-based Bayesian inference
Douglas Brinkerhoff et al.
JOURNAL OF GLACIOLOGY (2021)
A seamless multiscale operator neural network for inferring bubble dynamics
Chensen Lin et al.
JOURNAL OF FLUID MECHANICS (2021)
Projected land ice contributions to twenty-first-century sea level rise
Tamsin L. Edwards et al.
NATURE (2021)
Learning nonlinear operators via DeepONet based on the universal approximation theorem of operators
Lu Lu et al.
NATURE MACHINE INTELLIGENCE (2021)
Partitioning climate projection uncertainty with multiple large ensembles and CMIP5/6
Flavio Lehner et al.
EARTH SYSTEM DYNAMICS (2020)
Brief communication: On calculating the sea-level contribution in marine ice-sheet models
Heiko Goelzer et al.
CRYOSPHERE (2020)
Contribution of the Greenland Ice Sheet to sea level over the next millennium
Andy Aschwanden et al.
SCIENCE ADVANCES (2019)
Uncertainty quantification of the multi-centennial response of the Antarctic ice sheet to climate change
Kevin Bulthuis et al.
CRYOSPHERE (2019)
MPAS-Albany Land Ice (MALI): a variable-resolution ice sheet model for Earth system modeling using Voronoi grids
Matthew J. Hoffman et al.
GEOSCIENTIFIC MODEL DEVELOPMENT (2018)
Mechanical error estimators for shallow ice flow models
G. Jouvet
JOURNAL OF FLUID MECHANICS (2016)
OPTIMAL MODEL MANAGEMENT FOR MULTIFIDELITY MONTE CARLO ESTIMATION
Benjamin Peherstorfer et al.
SIAM JOURNAL ON SCIENTIFIC COMPUTING (2016)
Scalable and efficient algorithms for the propagation of uncertainty from data through inference to prediction for large-scale problems, with application to flow of the Antarctic ice sheet
Tobin Isaac et al.
JOURNAL OF COMPUTATIONAL PHYSICS (2015)
Albany/FELIX: a parallel, scalable and robust, finite element, first-order Stokes approximation ice sheet solver built for advanced analysis
I. K. Tezaur et al.
GEOSCIENTIFIC MODEL DEVELOPMENT (2015)
Numerical methods for the discretization of random fields by means of the Karhunen-Loeve expansion
Wolfgang Betz et al.
COMPUTER METHODS IN APPLIED MECHANICS AND ENGINEERING (2014)
Optimal initial conditions for coupling ice sheet models to Earth system models
Mauro Perego et al.
JOURNAL OF GEOPHYSICAL RESEARCH-EARTH SURFACE (2014)
Adaptive mesh, finite volume modeling of marine ice sheets
Stephen L. Cornford et al.
JOURNAL OF COMPUTATIONAL PHYSICS (2013)
Capabilities and performance of Elmer/Ice, a new-generation ice sheet model
O. Gagliardini et al.
GEOSCIENTIFIC MODEL DEVELOPMENT (2013)
Data assimilation and prognostic whole ice sheet modelling with the variationally derived, higher order, open source, and fully parallel ice sheet model VarGlaS
D. J. Brinkerhoff et al.
CRYOSPHERE (2013)
A parallel high-order accurate finite element nonlinear Stokes ice sheet model and benchmark experiments
Wei Leng et al.
JOURNAL OF GEOPHYSICAL RESEARCH-EARTH SURFACE (2012)
Continental scale, high order, high spatial resolution, ice sheet modeling using the Ice Sheet System Model (ISSM)
E. Larour et al.
JOURNAL OF GEOPHYSICAL RESEARCH-EARTH SURFACE (2012)
Parallel finite-element implementation for higher-order ice-sheet models
Mauro Perego et al.
JOURNAL OF GLACIOLOGY (2012)
A variationally derived, depth-integrated approximation to a higher-order glaciological flow model
Daniel N. Goldberg
JOURNAL OF GLACIOLOGY (2011)
Consistent approximations and boundary conditions for ice-sheet dynamics from a principle of least action
John K. Dukowicz et al.
JOURNAL OF GLACIOLOGY (2010)
Shallow shelf approximation as a sliding law'' in a thermomechanically coupled ice sheet model
Ed Bueler et al.
JOURNAL OF GEOPHYSICAL RESEARCH-EARTH SURFACE (2009)
Universal approximation of multiple nonlinear operators by neural networks
AD Back et al.
NEURAL COMPUTATION (2002)