---
references:
- id: HollLearning2020
author:
- family: Holl
given: Philipp
- family: Thuerey
given: Nils
- family: Koltun
given: Vladlen
citation-key: HollLearning2020
container-title: ICLR
event-title: ICLR
issued:
- year: 2020
language: en
page: '5'
source: Zotero
title: Learning to Control PDEs with Differentiable Physics
type: paper-conference
URL: http://arxiv.org/abs/2001.07457
- id: HollPhiflow2020
author:
- family: Holl
given: Philipp
- family: Koltun
given: Vladlen
- family: Um
given: Kiwon
- family: Thuerey
given: Nils
citation-key: HollPhiflow2020
container-title: NeurIPS Workshop
issued:
- year: 2020
source: Google Scholar
title: >-
Phiflow: A Differentiable PDE Solving Framework for Deep Learning via
Physical Simulations
title-short: phiflow
type: paper-conference
URL: http://montrealrobotics.ca/diffcvgp/assets/papers/3.pdf
- id: ThuereyPhysicsbased2021
author:
- family: Thuerey
given: Nils
- family: Holl
given: Philipp
- family: Mueller
given: Maximilian
- family: Schnell
given: Patrick
- family: Trost
given: Felix
- family: Um
given: Kiwon
citation-key: ThuereyPhysicsbased2021
issued:
- year: 2021
publisher: WWW
title: Physics-based deep learning
type: book
URL: https://physicsbaseddeeplearning.org
- id: UmDifferentiable
author:
- family: Um
given: Kiwon
- family: Holl
given: Philipp
citation-key: UmDifferentiable
issued:
- year: 2021
language: en
page: '5'
source: Zotero
title: >-
Differentiable Physics for Improving the Accuracy of Iterative PDE-Solvers
with Neural Networks
type: paper-conference
- id: UmSolverintheLoop2021
accessed:
- year: 2021
month: 8
day: 31
author:
- family: Um
given: Kiwon
- family: Brand
given: Robert
- family: Fei
given: Yun
- family: Holl
given: Philipp
- family: Thuerey
given: Nils
citation-key: UmSolverintheLoop2021
container-title: arXiv:2007.00016 [physics]
issued:
- year: 2021
month: 1
day: 5
source: arXiv.org
title: >-
Solver-in-the-Loop: Learning from Differentiable Physics to Interact with
Iterative PDE-Solvers
title-short: Solver-in-the-Loop
type: article-journal
URL: http://arxiv.org/abs/2007.00016
...