Get our free extension to see links to code for papers anywhere online!

Chrome logo Add to Chrome

Firefox logo Add to Firefox

Picture for Levent Burak Kara

Placement in Integrated Circuits using Cyclic Reinforcement Learning and Simulated Annealing


Nov 15, 2020
Dhruv Vashisht, Harshit Rampal, Haiguang Liao, Yang Lu, Devika Shanbhag, Elias Fallon, Levent Burak Kara


  Access Paper or Ask Questions

Track-Assignment Detailed Routing Using Attention-based Policy Model With Supervision


Oct 26, 2020
Haiguang Liao, Qingyi Dong, Weiyi Qi, Elias Fallon, Levent Burak Kara


  Access Paper or Ask Questions

StressGAN: A Generative Deep Learning Model for 2D Stress Distribution Prediction


May 30, 2020
Haoliang Jiang, Zhenguo Nie, Roselyn Yeo, Amir Barati Farimani, Levent Burak Kara


  Access Paper or Ask Questions

Attention Routing: track-assignment detailed routing using attention-based reinforcement learning


Apr 20, 2020
Haiguang Liao, Qingyi Dong, Xuliang Dong, Wentai Zhang, Wangyang Zhang, Weiyi Qi, Elias Fallon, Levent Burak Kara


  Access Paper or Ask Questions

TopologyGAN: Topology Optimization Using Generative Adversarial Networks Based on Physical Fields Over the Initial Domain


Mar 11, 2020
Zhenguo Nie, Tong Lin, Haoliang Jiang, Levent Burak Kara

* 18 pages, 16 figures 

  Access Paper or Ask Questions

Structural Design Using Laplacian Shells


Jun 25, 2019
Erva Ulu, James McCann, Levent Burak Kara

* Eurographics Symposium on Geometry Processing (SGP) 2019 / Computer Graphics Forum 

  Access Paper or Ask Questions

A Deep Reinforcement Learning Approach for Global Routing


Jun 20, 2019
Haiguang Liao, Wentai Zhang, Xuliang Dong, Barnabas Poczos, Kenji Shimada, Levent Burak Kara

* Preprint submitted to ASME JMD 

  Access Paper or Ask Questions

3D Shape Synthesis for Conceptual Design and Optimization Using Variational Autoencoders


Apr 16, 2019
Wentai Zhang, Zhangsihao Yang, Haoliang Jiang, Suyash Nigam, Soji Yamakawa, Tomotake Furuhata, Kenji Shimada, Levent Burak Kara

* Preprint accepted by ASME IDETC/CIE 2019 

  Access Paper or Ask Questions

Efficient Load Sampling for Worst-Case Structural Analysis Under Force Location Uncertainty


Oct 25, 2018
Yining Wang, Erva Ulu, Aarti Singh, Levent Burak Kara

* Proceedings of the ASME 2018 International Design Engineering Technical Conferences & Computers and Information in Engineering Conference (IDETC/CIE 2018) (In Print) 

  Access Paper or Ask Questions

Deep Learning for Stress Field Prediction Using Convolutional Neural Networks


Aug 27, 2018
Zhenguo Nie, Haoliang Jiang, Levent Burak Kara


  Access Paper or Ask Questions

Data-driven Upsampling of Point Clouds


Jul 08, 2018
Wentai Zhang, Haoliang Jiang, Zhangsihao Yang, Soji Yamakawa, Kenji Shimada, Levent Burak Kara

* Preprint submitted to CAD 

  Access Paper or Ask Questions