Patrick Heimbach

14 papers A 1C 1Misc 1Journal 8Unranked 3
YearRankTypeTitle / Venue / Authors
2025 J jnl
MITgcm-AD v2: Open source tangent linear and adjoint modeling framework for the oceans and atmosphere enabled by the Automatic Differentiation tool Tapenade.
Future Gener. Comput. Syst.
Shreyas Sunil Gaikwad, Sri Hari Krishna Narayanan, Laurent Hascoët, Jean-Michel Campin, Helen Pillar, An Nguyen, Jan Hückelheim, Paul D. Hovland, Patrick Heimbach
2024 J jnl
Differentiable Programming for Differential Equations: A Review.
CoRR
Facundo Sapienza, Jordi Bolibar, Frank Schäfer, Brian Groenke, Avik Pal, Victor Boussange, Patrick Heimbach, Giles Hooker, Fernando Pérez, Per-Olof Persson, Christopher Rackauckas
2024 — conf
Parametric Sensitivities of a Wind-driven Baroclinic Ocean Using Neural Surrogates.
PASC
Yixuan Sun, Elizabeth Cucuzzella, Steven Brus, Sri Hari Krishna Narayanan, Balasubramanya T. Nadiga, Luke Van Roekel, Jan Hückelheim, Sandeep Madireddy, Patrick Heimbach
2023 J jnl
SICOPOLIS-AD v2: tangent linear and adjoint modeling framework for ice sheet modeling enabled by automatic differentiation tool Tapenade.
J. Open Source Softw.
Shreyas Sunil Gaikwad, Laurent Hascoët, Sri Hari Krishna Narayanan, Liz Curry-Logan, Ralf Greve, Patrick Heimbach
2022 J jnl
The Computational Science of Klaus Hasselmann.
Comput. Sci. Eng.
Patrick Heimbach
2021 J jnl
The imperative of physics-based modeling and inverse theory in computational science.
Nat. Comput. Sci.
Karen E. Willcox, Omar Ghattas, Patrick Heimbach
2019 C conf
Analytics Center Framework for Estimating the Circulation and Climate of the Ocean.
IGARSS
Thomas Huang, Maya DeBellis, Ian Fenty, Patrick Heimbach, Joseph C. Jacob, Ou Wang, Elizabeth Yam
2018 — conf
Arctic Ocean-Sea Ice Interactions.
PEARC
Greg Foss, An Nguyen, Victor Ocaña, Patrick Heimbach
2014 J jnl
A Hessian-Based Method for Uncertainty Quantification in Global Ocean State Estimation.
SIAM J. Sci. Comput.
Alexander G. Kalmikov, Patrick Heimbach
2009 A conf
Toward adjoinable MPI.
IPDPS
Jean Utke, Laurent Hascoët, Patrick Heimbach, Chris Hill, Paul D. Hovland, Uwe Naumann
2008 J jnl
OpenAD/F: A Modular Open-Source Tool for Automatic Differentiation of Fortran Codes.
ACM Trans. Math. Softw.
Jean Utke, Uwe Naumann, Michael W. Fagan, Nathan R. Tallent, Michelle Mills Strout, Patrick Heimbach, Chris Hill, Carl Wunsch
2005 J jnl
An efficient exact adjoint of the parallel MIT General Circulation Model, generated via automatic differentiation.
Future Gener. Comput. Syst.
Patrick Heimbach, Chris Hill, Ralf Giering
2003 — conf
Coupling Tangent-Linear and Adjoint Models.
ICCSA (2)
Uwe Naumann, Patrick Heimbach
2002 Misc conf
Automatic Generation of Efficient Adjoint Code for a Parallel Navier-Stokes Solver.
International Conference on Computational Science (2)
Patrick Heimbach, Chris Hill, Ralf Giering