Patrick Heimbach

According to our database, Patrick Heimbach authored at least 14 papers between 2002 and 2025.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2025

MITgcm-AD v2: Open source tangent linear and adjoint modeling framework for the oceans and atmosphere enabled by the Automatic Differentiation tool Tapenade.

Shreyas Sunil Gaikwad, Sri Hari Krishna Narayanan, Laurent Hascoët, Jean-Michel Campin, Helen Pillar, An Nguyen, Jan Hückelheim, Paul D. Hovland, Patrick Heimbach

Future Gener. Comput. Syst., 2025

2024

Differentiable Programming for Differential Equations: A Review.

Facundo Sapienza, Jordi Bolibar, Frank Schäfer, Brian Groenke, Avik Pal, Victor Boussange, Patrick Heimbach, Giles Hooker, Fernando Pérez, Per-Olof Persson, Christopher Rackauckas

CoRR, 2024

Parametric Sensitivities of a Wind-driven Baroclinic Ocean Using Neural Surrogates.

Yixuan Sun, Elizabeth Cucuzzella, Steven Brus, Sri Hari Krishna Narayanan, Balasubramanya T. Nadiga, Luke Van Roekel, Jan Hückelheim, Sandeep Madireddy, Patrick Heimbach

Proceedings of the Platform for Advanced Scientific Computing Conference, 2024

2023

SICOPOLIS-AD v2: tangent linear and adjoint modeling framework for ice sheet modeling enabled by automatic differentiation tool Tapenade.

Shreyas Sunil Gaikwad, Laurent Hascoët, Sri Hari Krishna Narayanan, Liz Curry-Logan, Ralf Greve, Patrick Heimbach

J. Open Source Softw., March, 2023

2022

The Computational Science of Klaus Hasselmann.

Patrick Heimbach

Comput. Sci. Eng., 2022

2021

The imperative of physics-based modeling and inverse theory in computational science.

Karen E. Willcox, Omar Ghattas, Patrick Heimbach

Nat. Comput. Sci., 2021

2019

Analytics Center Framework for Estimating the Circulation and Climate of the Ocean.

Thomas Huang, Maya DeBellis, Ian Fenty, Patrick Heimbach, Joseph C. Jacob, Ou Wang, Elizabeth Yam

Proceedings of the 2019 IEEE International Geoscience and Remote Sensing Symposium, 2019

2018

Arctic Ocean-Sea Ice Interactions.

Greg Foss, An Nguyen, Victor Ocaña, Patrick Heimbach

Proceedings of the Practice and Experience on Advanced Research Computing, 2018

2014

A Hessian-Based Method for Uncertainty Quantification in Global Ocean State Estimation.

Alexander G. Kalmikov, Patrick Heimbach

SIAM J. Sci. Comput., 2014

2009

Toward adjoinable MPI.

Jean Utke, Laurent Hascoët, Patrick Heimbach, Chris Hill, Paul D. Hovland, Uwe Naumann

Proceedings of the 23rd IEEE International Symposium on Parallel and Distributed Processing, 2009

2008

OpenAD/F: A Modular Open-Source Tool for Automatic Differentiation of Fortran Codes.

Jean Utke, Uwe Naumann, Michael W. Fagan, Nathan R. Tallent, Michelle Mills Strout, Patrick Heimbach, Chris Hill, Carl Wunsch

ACM Trans. Math. Softw., 2008

2005

An efficient exact adjoint of the parallel MIT General Circulation Model, generated via automatic differentiation.

Patrick Heimbach, Chris Hill, Ralf Giering

Future Gener. Comput. Syst., 2005

2003

Coupling Tangent-Linear and Adjoint Models.

Uwe Naumann, Patrick Heimbach

Proceedings of the Computational Science and Its Applications, 2003

2002

Automatic Generation of Efficient Adjoint Code for a Parallel Navier-Stokes Solver.

Patrick Heimbach, Chris Hill, Ralf Giering

Proceedings of the Computational Science - ICCS 2002, 2002