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Qiang Liu

Affiliations:
  • Technical University of Munich, School of Computation, Information and Technology, Garching, Germany


According to our database1, Qiang Liu authored at least 5 papers between 2023 and 2025.

Collaborative distances:
  • Dijkstra number2 of five.
  • Erdős number3 of four.

Timeline

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Links

Online presence:

On csauthors.net:

Bibliography

2025
Guiding diffusion models to reconstruct flow fields from sparse data.
[BibTeX]
[DOI]
Marc Amorós-Trepat
,
Luis Medrano-Navarro
,
Qiang Liu
,
Luca Guastoni
,
Nils Thuerey
CoRR, October, 2025

Flow Matching Meets PDEs: A Unified Framework for Physics-Constrained Generation.
[BibTeX]
[DOI]
Giacomo Baldan
,
Qiang Liu
,
Alberto Guardone
,
Nils Thuerey
CoRR, June, 2025

PDE-Transformer: Efficient and Versatile Transformers for Physics Simulations.
[BibTeX]
[DOI]
Benjamin J. Holzschuh
,
Qiang Liu
,
Georg Kohl
,
Nils Thuerey
Proceedings of the Forty-second International Conference on Machine Learning, 2025

ConFIG: Towards Conflict-free Training of Physics Informed Neural Networks.
[BibTeX]
[DOI]
Qiang Liu
,
Mengyu Chu
,
Nils Thuerey
Proceedings of the Thirteenth International Conference on Learning Representations, 2025

2023
Uncertainty-aware Surrogate Models for Airfoil Flow Simulations with Denoising Diffusion Probabilistic Models.
[BibTeX]
[DOI]
Qiang Liu
,
Nils Thuerey
CoRR, 2023


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