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A Unified Multi-Scale Method for Simulating Two-Phase Immiscible Flows

Joel Wretborn, Alexey Stomakhin, Christopher Batty We present a novel method for simulating large-scale, high density-ratio two-phase immiscible flows. Our approach adopts a two-fluid mixture formulation discretized on a shared Eulerian grid, in which phase fractions are represented using Lagrangian … Continue reading →

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DiffSurFlow: Efficient and Robust Differentiable Fluid Optimization via Surrogate Strategy on Flow Map

Yuhao Quan, Hui Wang, Weile Lian, Zhi Wang, Xubo Yang This paper presents a highly efficient and robust differentiable fluid framework centered on a novel surrogate gradient method that utilizes the flow map structural advantages. Our key insight reveals a … Continue reading →

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SIGGRAPH Asia 2026

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Primal SPH Solver for Strongly Coupled Multiphase Simulations with High Density Ratios

Jan Bender, Stefan Rhys Jeske, Timna Böttcher, Fabian Löschner In recent years, the Smoothed Particle Hydrodynamics (SPH) approach has been increasingly used for multiphase simulations involving interactions between diverse materials. A critical component of an SPH simulator is the pressure … Continue reading →

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Two-phase Impulse Fluid on Particle Flow Map

Hui Wang, Jinjin He, Xubo Yang We present a novel particle flow map framework for the high-fidelity simulation of complex two-phase flows. Our method is built upon a unified Lagrangian formulation in which a shared flow map jointly governs the … Continue reading →

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Progressing Level-of-Detail Animation of Volumetric Elastodynamics

Jiayi Eris Zhang, Doug L. James, Danny M. Kaufman We extend Progressive Dynamics [Zhang et al. 2024, 2025] from cloth and shells to volumetric finite elements, enabling an efficient level-of-detail (LOD) animation-design pipeline with predictive coarse-resolution previews for rapid iteration … Continue reading →

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Fast Cutting of Cage Based Deformation with Walk on Spheres

Hossam Saeed, Michael Lambiri, Teseo Schneider, Derek Nowrouzezahrai, Paul G. Kry While cages provide a powerful reduction model to simulate elastic deformations, interactive real-time cutting of cages has been a longstanding challenge. Traditional solvers require costly volumetric re-meshing and global … Continue reading →

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Alternating Spatial-Temporal Optimization for Continuous Collision Detection of Signed Distance Fields

Rasmus Gabelgaard Nielsen, Kenny Erleben We present a fast, robust method for continuous collision detection (CCD) directly between pairs of complex signed distance fields (SDFs). By casting CCD as an alternating spatio-temporal optimization and driving a small set of smartly … Continue reading →

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Physics-Based Simulation of Contact-Induced Facial Wrinkling

Juan Sebastian Montes Maestre, Ladislav Kavan, Edmond Boyer, Ryan Goldade, Stelian Coros, Bernhard Thomaszewski Facial skin dynamics are inherently challenging to simulate due to a combination of geometric, material, and anatomical complexities. Human skin is a nonlinear layered material with … Continue reading →

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YASPS: A Symbolic Framework for Extensible, High-Performance IPC Simulation

Xuan Tang, Kemeng Huang, Gilbert Bernstein, Minchen Li, Tzumao Li Incremental Potential Contact (IPC) has emerged as a robust and unifying formulation for contact-rich physical simulation by casting elasticity and collision handling as a single energy minimization problem. Achieving high … Continue reading →

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