In the field of brittle fracture animation, generating realistic destruction animations using physics-based simulation methods is computationally expe … Continue reading “DeepFracture: A Generative Approach for Predicting Brittle Fractures with Neural Discrete Representation Learning”
Category: Physics Based Animation
Detail-Aware Deep Clothing Animations Infused with Multi-Source Attributes
This paper presents a novel learning-based clothing deformation method to generate rich and reasonable detailed deformations for garments worn by bodi … Continue reading “Detail-Aware Deep Clothing Animations Infused with Multi-Source Attributes”
Reducing Computational Costs of Small Steps Method in Projective Dynamics
In this paper, we present a strategy to decrease the computational demands of the Small Steps Method in Projective Dynamics, which serves to simulate … Continue reading “Reducing Computational Costs of Small Steps Method in Projective Dynamics”
A Flux-Interpolated Advection Scheme for Fluid Simulation
We propose a new advection scheme for fluid simulation that improves both conservation and numerical diffusion. Our work differs from previous works i … Continue reading “A Flux-Interpolated Advection Scheme for Fluid Simulation”
Brittle Fracture Shape Generation of 2D Planes Using Deep Learning
Brittle fracture of plane shape objects, such as glass and concrete, is often seen in the real world. Fracture animation of rigid bodies provides impr … Continue reading “Brittle Fracture Shape Generation of 2D Planes Using Deep Learning”
Data-Driven Approach for Simulating Brittle Fracture Surfaces
In this paper, we propose a novel data-driven method that uses a machine learning scheme for formulating fracture simulation with the Boundary Element … Continue reading “Data-Driven Approach for Simulating Brittle Fracture Surfaces”
Data-driven Subspace Enrichment for Elastic Deformations with Collisions
We propose an efficient data-driven enrichment approach to adaptively enhance the expressivity of subspaces for elastic deformations with novel collis … Continue reading “Data-driven Subspace Enrichment for Elastic Deformations with Collisions”
Adding Visual Details Based on Low-Resolution Energy Cascade Ratios for Smoke Simulation
We propose a method for adding visual details to fluid animation while reducing noisy appearances. In grid-based fluid simulations, an issue is that w … Continue reading “Adding Visual Details Based on Low-Resolution Energy Cascade Ratios for Smoke Simulation”
Data-Driven Detailed Hair Animation for Game Characters
We propose a data-driven method to realize high quality detailed hair animations in interactive applications like games. By devising an error metric m … Continue reading “Data-Driven Detailed Hair Animation for Game Characters”
Controlling the Shape and Motion of Plumes in Explosion Simulations
We propose a fluid simulation method with controlling the shape and motion of rising fire and smoke, called plumes, in the incompressible phase of exp … Continue reading “Controlling the Shape and Motion of Plumes in Explosion Simulations”