Nils Wandel
4 papers · 2021–2025 · 3 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Bronze
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Interdisciplinary Bridge · Bronze
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Taxonomy Completionist
(13)
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Hot Topic Early Bird
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Research topics
Deep Learning
(3)
Machine Learning
(3)
Optimization & Theory · Machine Learning
(3)
Mathematics & Optimization
(2)
Architectures
(2)
Optimization
(2)
Artificial Intelligence
(1)
Computer Vision
(1)
Application Areas
(1)
Core Methods
(1)
Learning Paradigms
(1)
Learning Types · Machine Learning
(1)
Learning Types · Deep Learning
(1)
Optimization & Theory · Deep Learning
(1)
Processing
(1)
Keywords
convolutional neural network
(2)
partial differential equation
(2)
physics simulation
(2)
gradient descent
(1)
physics-informed neural network
(1)
differentiable rendering
(1)
computational fluid dynamics
(1)
spline interpolation
(1)
neural network optimizer
(1)
fluid simulation
(1)
navier-stokes equation
(1)
differentiable solver
(1)
hermite spline
(1)
neural surrogate model
(1)
supervised learning without label
(1)
unsupervised learning
(1)
incompressible flow
(1)
3d reconstruction
(1)
domain adaptation
(1)
Papers
Metamizer: A Versatile Neural Optimizer for Fast and Accurate Physics Simulations
ICLR 2025
Physics-guided Shape-from-Template: Monocular Video Perception through Neural Surrogate Models
CVPR 2024
Spline-PINN: Approaching PDEs without Data Using Fast, Physics-Informed Hermite-Spline CNNs
AAAI 2022
Learning Incompressible Fluid Dynamics from Scratch - Towards Fast, Differentiable Fluid Models that Generalize
ICLR 2021