Jens Berg

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All published works

Action	Title	Year	Authors
+	Neural networks as smooth priors for inverse problems for PDEs	2021	Jens Berg Kaj Nyström
+ PDF Chat	Data-driven discovery of PDEs in complex datasets	2019	Jens Berg Kaj Nyström
+ PDF Chat	A unified deep artificial neural network approach to partial differential equations in complex geometries	2018	Jens Berg Kaj Nyström
+	Neural network augmented inverse problems for PDEs	2017	Jens Berg Kaj Nyström
+ PDF Chat	Duality based boundary treatment for the Euler and Navier-Stokes equations	2013	Jens Berg Jan Nordström
+	Stable and High-Order Finite Difference Methods for Multiphysics Flow Problems	2013	Jens Berg
+ PDF Chat	Conjugate heat transfer for the unsteady compressible Navier–Stokes equations using a multi-block coupling	2012	Jan Nordström Jens Berg
+ PDF Chat	Superconvergent functional output for time-dependent problems using finite differences on summation-by-parts form	2012	Jens Berg Jan Nordström
+ PDF Chat	Stable Robin solid wall boundary conditions for the Navier–Stokes equations	2011	Jens Berg Jan Nordström
+	Stable Robin Solid Wall Boundary Conditions for the	2011	Jens Berg

Common Coauthors

Coauthor	Papers Together
Jan Nordström	4
Kaj Nyström	4

Commonly Cited References

Action	Title	Year	Authors	# of times referenced
+ PDF Chat	On the order of accuracy for difference approximations of initial-boundary value problems	2006	Magnus Svärd Jan Nordström	6
+	Optimal time splitting for two- and three-dimensional navier-stokes equations with mixed derivatives	1981	Saul Abarbanel David Gottlieb	6
+	Summation by parts operators for finite difference approximations of second derivatives	2004	Ken Mattsson Jan Nordström	5
+ PDF Chat	Time‐Dependent Problems and Difference Methods	2013	Bertil Gustafsson Heinz‐Otto Kreiss Joseph Oliger	5
+	Summation by Parts Operators for Finite Difference Approximations of Second-Derivatives with Variable Coefficients	2011	Ken Mattsson	5
+	High-order accurate computations for unsteady aerodynamics	2006	Ken Mattsson Magnus Svärd Mark H. Carpenter Jan Nordström	5
+	Initial-Boundary Value Problems and the Navier-Stokes Equations	1989	Heinz‐Otto Kreiss Jens Lorenz	4
+ PDF Chat	Aerodynamic design via control theory	1988	Antony Jameson	3
+	Adjoint methods for PDEs: <i>a posteriori</i> error analysis and postprocessing by duality	2002	Michael B. Giles Endre Süli	3
+ PDF Chat	On the limited memory BFGS method for large scale optimization	1989	Cheng‐Di Dong Jorge Nocedal	3
+ PDF Chat	Time-Stable Boundary Conditions for Finite-Difference Schemes Solving Hyperbolic Systems: Methodology and Application to High-Order Compact Schemes	1994	Mark H. Carpenter David Gottlieb Saul Abarbanel	3
+ PDF Chat	Superconvergent Functional Estimates from Summation-By-Parts Finite-Difference Discretizations	2011	Jason E. Hicken David W. Zingg	3
+ PDF Chat	Stable Robin solid wall boundary conditions for the Navier–Stokes equations	2011	Jens Berg Jan Nordström	3
+	Practical Methods of Optimization	2009	R. Ian Fletcher	3
+	Summation-by-parts operators and high-order quadrature	2012	Jason E. Hicken David W. Zingg	3
+	Time dependent problems and difference methods	1996		3
+	None	2000	Michael B. Giles Niles A. Pierce	3
+	Adjoint and defect error bounding and correction for functional estimates	2004	Niles A. Pierce Michael B. Giles	3
+	Hidden physics models: Machine learning of nonlinear partial differential equations	2017	Maziar Raissi George Em Karniadakis	2
+	Output error estimation for summation-by-parts finite-difference schemes	2012	Jason E. Hicken	2
+ PDF Chat	A Limited Memory Algorithm for Bound Constrained Optimization	1995	Richard H. Byrd Peihuang Lu Jorge Nocedal Ciyou Zhu	2
+ PDF Chat	High-Order Finite Difference Methods, Multidimensional Linear Problems, and Curvilinear Coordinates	2001	Jan Nordström Mark H. Carpenter	2
+ PDF Chat	Probabilistic numerics and uncertainty in computations	2015	Philipp Hennig Michael A. Osborne Mark Girolami	2
+	Neural network augmented inverse problems for PDEs	2017	Jens Berg Kaj Nyström	2
+	Approximate Global Convergence and Adaptivity for Coefficient Inverse Problems	2012	Larisa Beilina Michael V. Klibanov	2
+ PDF Chat	Numerical Gaussian Processes for Time-Dependent and Nonlinear Partial Differential Equations	2018	Maziar Raissi Paris Perdikaris George Em Karniadakis	2
+ PDF Chat	A stable and high-order accurate conjugate heat transfer problem	2010	Jens Lindström Jan Nordström	2
+ PDF Chat	Summation by Parts, Projections, and Stability. II	1995	Pelle Olsson	2
+ PDF Chat	Stability analysis of numerical interface conditions in fluid-structure thermal analysis	1997	Michael B. Giles	2
+	Physics Informed Deep Learning (Part I): Data-driven Solutions of Nonlinear Partial Differential Equations	2017	Maziar Raissi Paris Perdikaris George Em Karniadakis	2
+	Mesh dependence in PDE-constrained optimisation	2017	Tobias Schwedes David A. Ham Simon W. Funke Matthew D. Piggott	2
+	A method for the solution of certain non-linear problems in least squares	1944	Kenneth Levenberg	2
+	Adjoint equations in CFD - Duality, boundary conditions and solution behaviour	1997	Michael B. Giles Naomi E. Pierce Michael B. Giles Naomi E. Pierce	2
+	Numerical methods for nonlinear inverse problems	1996	Tommi Kärkkäinen Pekka Neittaanmäki Antti Niemistö	2
+	Numerical methods for elliptic inverse problems	1998	Jun Zou	2
+	A diagonal form of an implicit approximate-factorization algorithm	1981	Thomas H. Pulliam D. CHAUSSEE	2
+	Initial boundary value problems for incompletely parabolic systems	1977	John C. Strikwerda	2
+	The FEniCS Project Version 1.5	2015	Martin Sandve Alnæs Jan Blechta Johan Hake August Johansson Benjamin Kehlet Anders Logg Chris Richardson Johannes Ring Marie E. Rognes Garth N. Wells	2
+ PDF Chat	Machine learning of linear differential equations using Gaussian processes	2017	Maziar Raissi Paris Perdikaris George Em Karniadakis	2
+	Physics Informed Deep Learning (Part II): Data-driven Discovery of Nonlinear Partial Differential Equations	2017	Maziar Raissi Paris Perdikaris George Em Karniadakis	2
+	A note on the solution of conjugate heat transfer problems using SIMPLE-like algorithms	2000	Xi Chen Han Peng	1
+	Initial boundary value problems for hyperbolic systems	1970	Heinz‐Otto Kreiss	1
+ PDF Chat	A Constrained Backpropagation Approach for the Adaptive Solution of Partial Differential Equations	2013	Keith Rudd Gianluca Di Muro Silvio Ferrari	1
+	Computational Investigation of Low-Discrepancy Sequences in Simulation Algorithms for Bayesian Networks	2000	J.-J. Cheng Marek J. Drużdżel	1
+ PDF Chat	A comparison of the continuous and discrete adjoint approach to automatic aerodynamic optimization	2000	Siva Nadarajah Antony Jameson	1
+ PDF Chat	Conservative Finite Difference Formulations, Variable Coefficients, Energy Estimates and Artificial Dissipation	2005	Jan Nordström	1
+	Survey of the stability of linear finite difference equations	1956	Peter D. Lax Robert D. Richtmyer	1
+	Improving neural networks by preventing co-adaptation of feature detectors	2012	Geoffrey E. Hinton Nitish Srivastava Alex Krizhevsky Ilya Sutskever Ruslan Salakhutdinov	1
+	None	2003	Magnus Svärd	1
+	Definitions and examples of inverse and ill-posed problems	2008	Sergey Kabanikhin	1