In recent years, animation movies are shifting from realistic representations to more stylized
depictions that support unique design languages. To favor that, recent works implemented a …

Modern artificial intelligence provides a novel way of producing digital art in styles. The
expressive power of neural networks enables the realm of visual style transfer methods …

Creating Elemental Characters: From Sparks to Fire Page 1 Creating Elemental Characters:
From Sparks to Fire Jonathan Hoffman jhoffman@pixar.com Pixar Animation Studios USA Te …

3D stylization, which entails the application of specific styles to three-dimensional objects,
holds significant commercial potential as it enables the creation of diverse 3D objects with …

Physics-based fluid control has long been a challenging problem in balancing efficiency and
accuracy. We introduce a novel physics-based fluid control pipeline using Laplacian …

While controlling simulated gaseous volumes remains an ongoing battle when seeking
realism in computer graphics, creating appealing characters entirely out of these simulations …

This chapter surveys deep learning models for fluid simulation and rendering. Regarding the
former, we can group the works into small and large-scale fluid simulation, the interaction of …

This book is an introduction to the use of machine learning and data-driven approaches in
fluid simulation and animation, as an alternative to traditional modeling techniques based on …

As shown in the previous chapters, fluid simulation deals with complex models and
algorithms to approximate the myriad of behaviors fluids may have. Those simulations …

Abstract While previous Neural Radiance Fields (NeRF) stylization methods achieve visually
appealing results on transferring color style for static NeRF scenes, they lack the ability to …