Virtualization of Real Flows for Animation and Simulation

Project Information

realFlow

Grant agreement ID: 637014

DOI 10.3030/637014

Project closed

EC signature date 9 February 2015

Start date 1 May 2015

End date 31 August 2020

Funded under

• EXCELLENT SCIENCE - European Research Council (ERC)

Total cost € 1 465 603,75

EU contribution € 1 465 603,75

Coordinated by

TECHNISCHE UNIVERSITAET MUENCHEN
Germany

Publications

Peer reviewed articles (13)

tempoGAN

Author(s): You Xie, Erik Franz, Mengyu Chu, Nils Thuerey
Published in: ACM Transactions on Graphics, Issue 37/4, 2018, Page(s) 1-15, ISSN 0730-0301
Publisher: Association for Computing Machinary, Inc.
DOI: 10.1145/3197517.3201304

Data-driven synthesis of smoke flows with CNN-based feature descriptors

Author(s): Mengyu Chu, Nils Thuerey
Published in: ACM Transactions on Graphics, Issue 36/4, 2017, Page(s) 1-14, ISSN 0730-0301
Publisher: Association for Computing Machinary, Inc.
DOI: 10.1145/3072959.3073643

Perceptual evaluation of liquid simulation methods

Author(s): Kiwon Um, Xiangyu Hu, Nils Thuerey
Published in: ACM Transactions on Graphics, Issue 36/4, 2017, Page(s) 1-12, ISSN 0730-0301
Publisher: Association for Computing Machinary, Inc.
DOI: 10.1145/3072959.3073633

Interpolations of Smoke and Liquid Simulations

Author(s): Nils Thuerey
Published in: ACM Transactions on Graphics, Issue 36/1, 2016, Page(s) 1-16, ISSN 0730-0301
Publisher: Association for Computing Machinary, Inc.
DOI: 10.1145/2956233

SMASH

Author(s): Aron Monszpart, Nils Thuerey, Niloy J. Mitra
Published in: ACM Transactions on Graphics, Issue 35/6, 2016, Page(s) 1-14, ISSN 0730-0301
Publisher: Association for Computing Machinary, Inc.
DOI: 10.1145/2980179.2982421

Liquid Splash Modeling with Neural Networks

Author(s): Kiwon Um, Xiangyu Hu, Nils Thuerey
Published in: Computer Graphics Forum, Issue 37/8, 2018, Page(s) 171-182, ISSN 0167-7055
Publisher: Blackwell Publishing Inc.
DOI: 10.1111/cgf.13522

Coupled Fluid Density and Motion from Single Views

Author(s): M.-L. Eckert, W. Heidrich, N. Thuerey
Published in: Computer Graphics Forum, Issue 37/8, 2018, Page(s) 47-58, ISSN 0167-7055
Publisher: Blackwell Publishing Inc.
DOI: 10.1111/cgf.13511

A Multi-Pass GAN for Fluid Flow Super-Resolution

Author(s): Maximilian Werhahn, You Xie, Mengyu Chu, Nils Thuerey
Published in: Proceedings of the ACM on Computer Graphics and Interactive Techniques, Issue 2/2, 2019, Page(s) 1-21, ISSN 2577-6193
Publisher: ACM
DOI: 10.1145/3340251

Latent Space Physics: Towards Learning the Temporal Evolution of Fluid Flow

Author(s): S. Wiewel, M. Becher, N. Thuerey
Published in: Computer Graphics Forum, Issue 38/2, 2019, Page(s) 71-82, ISSN 0167-7055
Publisher: Blackwell Publishing Inc.
DOI: 10.1111/cgf.13620

Primal-Dual Optimization for Fluids

Author(s): T. Inglis, M.-L. Eckert, J. Gregson, N. Thuerey
Published in: Computer Graphics Forum, Issue 36/8, 2017, Page(s) 354-368, ISSN 0167-7055
Publisher: Blackwell Publishing Inc.
DOI: 10.1111/cgf.13084

Deep Learning Methods for Reynolds-Averaged Navier–Stokes Simulations of Airfoil Flows

Author(s): Nils Thuerey, Konstantin Weißenow, Lukas Prantl, Xiangyu Hu
Published in: AIAA Journal, 2019, Page(s) 1-12, ISSN 0001-1452
Publisher: American Institute of Aeronautics and Astronautics
DOI: 10.2514/1.j058291

Deep Fluids: A Generative Network for Parameterized Fluid Simulations

Author(s): Byungsoo Kim, Vinicius C. Azevedo, Nils Thuerey, Theodore Kim, Markus Gross, Barbara Solenthaler
Published in: Computer Graphics Forum, Issue 38/2, 2019, Page(s) 59-70, ISSN 0167-7055
Publisher: Blackwell Publishing Inc.
DOI: 10.1111/cgf.13619

ScalarFlow

Author(s): Marie-Lena Eckert, Kiwon Um, Nils Thuerey
Published in: ACM Transactions on Graphics, Issue 38/6, 2019, Page(s) 1-16, ISSN 0730-0301
Publisher: Association for Computing Machinary, Inc.
DOI: 10.1145/3355089.3356545

Conference proceedings (4)

Correspondence-Free Material Reconstruction using Sparse Surface Constraints

Author(s): Sebastian Weiss, Robert Maier, Daniel Cremers, Rudiger Westermann, Nils Thuerey
Published in: The IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), Issue 2020, 2020
Publisher: CVPR

Tranquil Clouds: Neural Networks for Learning Temporally Coherent Features in Point Clouds

Author(s): Lukas Prantl, Nuttapong Chentanez, Stefan Jeschke, Nils Thuerey
Published in: ICLR 2020 Conference, Issue 2020, 2020
Publisher: ICLR

Learning Temporal Coherence via Self-Supervision for GAN-based Video Generation

Author(s): Chu, Mengyu; Xie, You; Mayer, Jonas; Leal-Taixé, Laura; Thuerey, Nils
Published in: ACM Transactions on Graphics, Issue 2020, 2020
Publisher: ACM

Learning to Control PDEs with Differentiable Physics

Author(s): Philipp Holl, Vladlen Koltun, Nils Thuerey
Published in: ICLR 2020 Conference, Issue 2020, 2020
Publisher: ICLR