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Papers Liquid Simulation

“Liquid Simulation” 태그가 달린 논문 3편 · 필터 해제

Simulating Liquids with Graph Networks

2022-03-14 · Jonathan Klimesch, Philipp Holl, Nils Thuerey

Simulating complex dynamics like fluids with traditional simulators is computationally challenging. Deep learning models have been proposed as an efficient alternative, extending or replacing parts of traditional simulat…

Liquid SimulationPhysical SimulationsRolling Shutter Correction

Neural UpFlow: A Scene Flow Learning Approach to Increase the Apparent Resolution of Particle-Based Liquids

2021-06-09 · Bruno Roy, Pierre Poulin, Eric Paquette

We present a novel up-resing technique for generating high-resolution liquids based on scene flow estimation using deep neural networks. Our approach infers and synthesizes small- and large-scale details solely from a lo…

Liquid SimulationOptical Flow EstimationScene Flow Estimation

Reasoning About Liquids via Closed-Loop Simulation

2017-03-05 · Connor Schenck, Dieter Fox

Simulators are powerful tools for reasoning about a robot's interactions with its environment. However, when simulations diverge from reality, that reasoning becomes less useful. In this paper, we show how to close the l…

Liquid Simulation
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