Lukas Prantl
4 papers · 2019–2022 · 2 venues · across top CS/AI venues
Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.
Achievements
Jump to papers ↓
🌍
Conference Polyglot · Bronze
🌉
Interdisciplinary Bridge · Bronze
🗺️
Taxonomy Completionist
(11)
🐣
Hot Topic Early Bird
📈
Trend Setter
Venues
Top co-authors
Research topics
Deep Learning
(4)
Architectures
(3)
Machine Learning
(2)
Optimization & Theory · Machine Learning
(2)
Artificial Intelligence
(1)
Computer Science
(1)
Computer Vision
(1)
Analysis
(1)
Application Areas · Deep Learning
(1)
Application Areas · Machine Learning
(1)
Applications
(1)
Core AI
(1)
Optimization & Theory · Deep Learning
(1)
Processing
(1)
Techniques
(1)
Keywords
physics simulation
(2)
neural network
(2)
feature space
(1)
inverse problem
(1)
convolutional network
(1)
fluid dynamics
(1)
deformation field
(1)
temporal coherence
(1)
generalization performance
(1)
particle simulation
(1)
lagrangian method
(1)
momentum conservation
(1)
particle system
(1)
particle dynamics
(1)
fluid simulation
(1)
volumetric deformation
(1)
liquid simulation
(1)
continuous convolution
(1)
point cloud
(1)
temporal loss function
(1)
Papers
Guaranteed Conservation of Momentum for Learning Particle-based Fluid Dynamics
NeurIPS 2022
Lagrangian Fluid Simulation with Continuous Convolutions
ICLR 2020
Tranquil Clouds: Neural Networks for Learning Temporally Coherent Features in Point Clouds
ICLR 2020
Generating Liquid Simulations with Deformation-aware Neural Networks
ICLR 2019