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Nils Thuerey
Associate Professor, Computer Science, Technical University Munich
Joined
August 2018
Names
Nils Thuerey
(Preferred)
,
Nils Thürey
Emails
****@tum.de
(Confirmed)
,
****@gmail.com
(Confirmed)
,
****@thuerey.de
(Confirmed)
Personal Links
Homepage
Google Scholar
DBLP
Career & Education History
Associate Professor
Computer Science,
Technical University Munich
(tum.de)
2013
–
Present
Postdoc
Computer Science,
Swiss Federal Institute of Technology
(ethz.ch)
2007
–
2010
PhD student
Computer Science,
Friedrich-Alexander Universität Erlangen-Nürnberg
(uni-erlangen.de)
2003
–
2007
Advisors, Relations & Conflicts
Postdoc Advisor
Markus Gross
2007
–
2010
PhD Advisor
Ulrich Ruede
2003
–
2007
Expertise
Physics-based deep learning
Present
Physics simulation
Present
Computational fluid dynamics
Present
Numerical Methods and PDE Solvers
Present
Publications
Physics-Constrained Stochastic ROMs for Unsteady Airfoil Flows
Giacomo Baldan
,
Qiang Liu
,
Alberto Guardone
,
Nils Thuerey
AI&PDE Poster
Readers:
Everyone
PICT -- A Differentiable, GPU-Accelerated Multi-Block PISO Solver for Simulation-Coupled Learning Tasks in Fluid Dynamics
Aleksandra Franz
,
Hao Wei
,
Luca Guastoni
,
Nils Thuerey
Journal of Computational Physics
Readers:
Everyone
PitStop: Physics-Informed Training with Gradient Stopping
Patrick Schnell
,
Nils Thuerey
Submitted to ICLR 2026
Readers:
Everyone
P3D: Highly Scalable 3D Neural Surrogates for Physics Simulations with Global Context
Benjamin Holzschuh
,
Georg Kohl
,
Florian Redinger
,
Nils Thuerey
ICLR 2026 Poster
Readers:
Everyone
Physics vs Distributions: Pareto Optimal Flow Matching with Physics Constraints
Giacomo Baldan
,
Qiang Liu
,
Alberto Guardone
,
Nils Thuerey
ICLR 2026 Poster
Readers:
Everyone
One Scale at a Time: Scale-Autoregressive Modeling for Fluid Flow Distributions
Mario Lino
,
Nils Thuerey
Submitted to ICLR 2026
Readers:
Everyone
INC: An Indirect Neural Corrector for Auto-Regressive Hybrid PDE Solvers
Hao Wei
,
Aleksandra Franz
,
Björn Malte List
,
Nils Thuerey
NeurIPS 2025 poster
Readers:
Everyone
Neural Emulator Superiority: When Machine Learning for PDEs Surpasses its Training Data
Felix Koehler
,
Nils Thuerey
NeurIPS 2025 poster
Readers:
Everyone
Improved Sampling of Diffusion Models in Fluid Dynamics with Tweedie's Formula
Youssef Shehata
,
Benjamin Holzschuh
,
Nils Thuerey
ICLR 2025 Workshop MLMP Poster
Readers:
Everyone
Learning Distributions of Complex Fluid Simulations with Diffusion Graph Networks
Mario Lino Valencia
,
Tobias Pfaff
,
Nils Thuerey
FPI-ICLR2025 Poster
Readers:
Everyone
View all 193 publications
Co-Authors
Adam W. Bargteil
Alberto Guardone
Aleksandra Franz
Andreas Longva
Andrew Selle
Angela Yao
Aron Monszpart
Augusto F. Sanches
Barbara Solenthaler
Ben Jones
Benjamin Holzschuh
Benjamin J. Holzschuh
Benjamin Ummenhofer
Berthold Bäuml
Bing Wang
Bjoern H. Menze
Björn List
Björn Malte List
Bo Ren
Boris Bonev
Brener Ramos
Byungsoo Kim
Camilo Fernando Silva
Chaojun Ouyang
Chen-Feng Li
View all 170 co-authors