output
19972026
most citedDeep Generative Design: Integration of Topology Optimization and Generative Models

449 citations

researchers with a paper here

Counting papers with at most 25 authors, so collaboration author lists do not stand in for the people here.

collaborating institutions
Showing 2019Show all

5 papers · 1 filter

math.AP2019★ 6 cited

Global smooth solutions for 1D barotropic Navier-Stokes equations with a large class of degenerate viscosities

Moon-Jin Kang, Alexis Vasseur

We prove the global existence and uniqueness of smooth solutions to the one-dimensional barotropic Navier-Stokes system with degenerate viscosity . We establish that the…

math.AG2019★ 5 cited

Sheaves of maximal intersection and multiplicities of stable log maps

Jinwon Choi, Michel van Garrel, Sheldon Katz +1

A great number of theoretical results are known about log Gromov-Witten invariants, but few calculations are worked out. In this paper we restrict to surfaces and to genus 0 stable…

eess.IV2019★ 8 cited

Performance of Kriging Based Soft Classification on WiFS/IRS- 1D image using Ground Hyperspectral Signatures

Sumanta Kumar Das, Randhir Singh

Hard and soft classification techniques are the conventional ways of image classification on satellite data. These classifiers have number of drawbacks. Firstly, these approaches a…

quant-ph2019★ 2 cited

Entangled edge states of corank one with positive partial transposes

Jinwon Choi, Young-Hoon Kiem, Seung-Hyeok Kye

We construct a parameterized family of PPT (positive partial transpose) states of corank one for each . With a suitable choice of parameters, we show that they…

cs.LG2019★ 449 cited

Deep Generative Design: Integration of Topology Optimization and Generative Models

Sangeun Oh, Yongsu Jung, Seongsin Kim +2

Deep learning has recently been applied to various research areas of design optimization. This study presents the need and effectiveness of adopting deep learning for generative de…