Patrick Heimbach

Publication Activity (10 Years)

Years Active: 2002-2024
Publications (10 Years): 7

Top Topics

Differential Equations

Physical Models

Neural Computation

Top Venues

Nat. Comput. Sci.

Comput. Sci. Eng.

Publications

Facundo Sapienza, Jordi Bolibar, Frank Schäfer, Brian Groenke, Avik Pal, Victor Boussange, Patrick Heimbach, Giles Hooker, Fernando Pérez, Per-Olof Persson, Christopher Rackauckas
Differentiable Programming for Differential Equations: A Review. CoRR (2024)
Yixuan Sun, Elizabeth Cucuzzella, Steven Brus, Sri Hari Krishna Narayanan, Balasubramanya T. Nadiga, Luke Van Roekel, Jan Hückelheim, Sandeep Madireddy, Patrick Heimbach
Parametric Sensitivities of a Wind-driven Baroclinic Ocean Using Neural Surrogates. PASC (2024)
Shreyas Sunil Gaikwad, Laurent Hascoët, Sri Hari Krishna Narayanan, Liz Curry-Logan, Ralf Greve, Patrick Heimbach
SICOPOLIS-AD v2: tangent linear and adjoint modeling framework for ice sheet modeling enabled by automatic differentiation tool Tapenade. J. Open Source Softw. 8 (83) (2023)
Patrick Heimbach
The Computational Science of Klaus Hasselmann. Comput. Sci. Eng. 24 (4) (2022)
Karen E. Willcox, Omar Ghattas, Patrick Heimbach
The imperative of physics-based modeling and inverse theory in computational science. Nat. Comput. Sci. 1 (3) (2021)
Thomas Huang, Maya DeBellis, Ian Fenty, Patrick Heimbach, Joseph C. Jacob, Ou Wang, Elizabeth Yam
Analytics Center Framework for Estimating the Circulation and Climate of the Ocean. IGARSS (2019)
Greg Foss, An Nguyen, Victor Ocaña, Patrick Heimbach
Arctic Ocean-Sea Ice Interactions. PEARC (2018)
Alexander G. Kalmikov, Patrick Heimbach
A Hessian-Based Method for Uncertainty Quantification in Global Ocean State Estimation. SIAM J. Sci. Comput. 36 (5) (2014)
Jean Utke, Laurent Hascoët, Patrick Heimbach, Chris Hill, Paul D. Hovland, Uwe Naumann
Toward adjoinable MPI. IPDPS (2009)
Jean Utke, Uwe Naumann, Michael W. Fagan, Nathan R. Tallent, Michelle Mills Strout, Patrick Heimbach, Chris Hill, Carl Wunsch
OpenAD/F: A Modular Open-Source Tool for Automatic Differentiation of Fortran Codes. ACM Trans. Math. Softw. 34 (4) (2008)
Patrick Heimbach, Chris Hill, Ralf Giering
An efficient exact adjoint of the parallel MIT General Circulation Model, generated via automatic differentiation. Future Gener. Comput. Syst. 21 (8) (2005)
Uwe Naumann, Patrick Heimbach
Coupling Tangent-Linear and Adjoint Models. ICCSA (2) (2003)
Patrick Heimbach, Chris Hill, Ralf Giering
Automatic Generation of Efficient Adjoint Code for a Parallel Navier-Stokes Solver. International Conference on Computational Science (2) (2002)