Physical Simulations
Leaderboards
Greatest papers with code
DiffTaichi: Differentiable Programming for Physical Simulation
ICLR 2020
• yuanming-hu/difftaichi
• 
We present DiffTaichi, a new differentiable programming language tailored for building high-performance differentiable physical simulators.
UnrealCV: Connecting Computer Vision to Unreal Engine
Computer graphics can not only generate synthetic images and ground truth but it also offers the possibility of constructing virtual worlds in which: (i) an agent can perceive, navigate, and take actions guided by AI algorithms, (ii) properties of the worlds can be modified (e. g., material and reflectance), (iii) physical simulations can be performed, and (iv) algorithms can be learnt and evaluated.
Lagrangian Fluid Simulation with Continuous Convolutions
ICLR 2020
• intel-isl/DeepLagrangianFluids
•
We present an approach to Lagrangian fluid simulation with a new type of convolutional network.
DeePore: a deep learning workflow for rapid and comprehensive characterization of porous materials
DeePore is a deep learning workflow for rapid estimation of a wide range of porous material properties based on the binarized micro-tomography images.