Eitan Grinspun

1. CROM: Continuous Reduced-Order Modeling of PDEs Using Implicit Neural Representations
   2022/06/06 by Peter Yichen Chen, Chen, Peter Yichen, Jinxu Xiang +15 · 13 citations
   Computer Science · Engineering · Physics and Astronomy · #Advanced Numerical Analysis Techniques #Computational Engineering #Computational Physics (physics.comp-ph) #Computer Graphics and Visualization Techniques #FOS: Computer and information sciences #FOS: Mathematics #FOS: Physical sciences #Finance #Graphics (cs.GR) #Machine Learning (cs.LG) #Model Reduction and Neural Networks #Numerical Analysis (math.NA) #and Science (cs.CE)
2. Implicit Neural Spatial Representations for Time-dependent PDEs
   2022/09/30 by Honglin Chen, Chen, Honglin, Rundi Wu +7 · 11 citations
   Computer Science · Physics and Astronomy · #Computational Engineering #FOS: Computer and information sciences #FOS: Mathematics #Finance #Graphics (cs.GR) #Machine Learning (cs.LG) #Model Reduction and Neural Networks #Neural Networks and Applications #Numerical Analysis (math.NA) #and Science (cs.CE)
3. Fast Complementary Dynamics via Skinning Eigenmodes
   2023/03/21 by Otman Benchekroun, Benchekroun, Otman, Jiayi Eris Zhang +9 · 10 citations
   Computer Science · Engineering · #3D Shape Modeling and Analysis #Computer Graphics and Visualization Techniques #FOS: Computer and information sciences #Graphics (cs.GR) #Human Motion and Animation #I.3.2 #I.3.5 #I.3.6 #I.3.7 #I.3.8
4. Can one hear the shape of a neural network?: Snooping the GPU via Magnetic Side Channel
   2021/09/15 by Henrique Teles Maia, Chang Xiao, Maia, Henrique Teles +7 · 1 voice · 2 citations
   Computer Science · Engineering · #Advanced Memory and Neural Computing #Adversarial Robustness in Machine Learning #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Neural Networks and Applications #cs.CR #cs.LG
5. Model reduction for the material point method via an implicit neural representation of the deformation map
   2021/09/25 by Peter Yichen Chen, Maurizio M. Chiaramonte, Chen, Peter Yichen +5 · 5 citations
   Engineering · Physics and Astronomy · #Computational Engineering #FOS: Computer and information sciences #FOS: Mathematics #Finance #Fluid Dynamics Simulations and Interactions #Graphics (cs.GR) #Lattice Boltzmann Simulation Studies #Machine Learning (cs.LG) #Model Reduction and Neural Networks #Numerical Analysis (math.NA) #and Science (cs.CE)
6. Folding Deformable Objects using Predictive Simulation and Trajectory Optimization
   2015/12/22 by Yinxiao Li, Yonghao Yue, Li, Yinxiao +7 · 5 citations
   Engineering · #Human Motion and Animation #3D Shape Modeling and Analysis #Robot Manipulation and Learning
7. LiCROM: Linear-Subspace Continuous Reduced Order Modeling with Neural Fields
   2023/10/24 by Chang Yue, Chang, Yue, Peter Yichen Chen +9 · 4 citations
   Computer Science · Physics and Astronomy · #Computer Graphics and Visualization Techniques #FOS: Computer and information sciences #Graphics (cs.GR) #Human Pose and Action Recognition #Model Reduction and Neural Networks
8. Model-Driven Feed-Forward Prediction for Manipulation of Deformable Objects
   2016/07/15 by Yinxiao Li, Li, Yinxiao, Yan Wang +13 · 1 citation
   Engineering · Computer Science · #3D Shape Modeling and Analysis #Computer Graphics and Visualization Techniques #Human Motion and Animation
9. A mixed finite element method with piecewise linear elements for the\n biharmonic equation on surfaces
   2019/11/18 by Oded Stein, Stein, Oded, Eitan Grinspun +5 · 1 citation
   Computer Science · Engineering · Mathematics · #65N12 #65N22 #65N30 #Advanced Mathematical Modeling in Engineering #Advanced Numerical Methods in Computational Mathematics #Composite Material Mechanics #Differential Equations and Numerical Methods #FOS: Mathematics #Numerical Analysis (math.NA)
10. Context-based coherent surface completion
    2014/01/01 by Gur Harary, Ayellet Tal, Eitan Grinspun · 1 citation
    Computer Science · Engineering · #3D Shape Modeling and Analysis #Computational Geometry and Mesh Generation #Computer Graphics and Visualization Techniques
11. Shape Space Spectra
    2024/08/19 by Chang Yue, Chang, Yue, Otman Benchekroun +7 · 1 citation
    Computer Science · #FOS: Computer and information sciences #Graphics (cs.GR) #Image Processing and 3D Reconstruction #Neural Networks and Applications #Topological and Geometric Data Analysis