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ORCIDLevent Burak Kara
Person information
- affiliation: Carnegie Mellon University, Pittsburgh, USA
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2020 – today
- 2024
[j41]Aditya Joglekar, Hongrui Chen, Levent Burak Kara:
DMF-TONN: Direct Mesh-free Topology Optimization using Neural Networks. Eng. Comput. 40(4): 2227-2240 (2024)- [j40]Wentai Zhang, Joe Joseph, Quan Chen, Can Koz, Liuyue Xie, Amit Regmi, Soji Yamakawa, Tomotake Furuhata, Kenji Shimada, Levent Burak Kara:
A Data Augmentation Method for Data-Driven Component Segmentation of Engineering Drawings. J. Comput. Inf. Sci. Eng. 24(1) (2024) - [i26]Yu-Hsuan Chen, Levent Burak Kara, Jonathan Cagan:
Curve-based Neural Style Transfer. CoRR abs/2401.08579 (2024) - [i25]Hongrui Chen, Xingchen Liu, Levent Burak Kara:
Multi-scale Topology Optimization using Neural Networks. CoRR abs/2404.08708 (2024) - [i24]Yu-Hsuan Chen, Jonathan Cagan, Levent Burak Kara:
VIRL: Volume-Informed Representation Learning towards Few-shot Manufacturability Estimation. CoRR abs/2406.12286 (2024) - [i23]Hongrui Chen, Aditya Joglekar, Zack Rubinstein, Bradley R. Schmerl, Gary Fedder, Jan de Nijs, David Garlan, Stephen Smith, Levent Burak Kara:
Generative Manufacturing: A requirements and resource-driven approach to part making. CoRR abs/2409.03089 (2024) - [i22]Kevin Ferguson, Andrew Gillman, James Hardin, Levent Burak Kara:
Scalar Field Prediction on Meshes Using Interpolated Multi-Resolution Convolutional Neural Networks. CoRR abs/2410.05522 (2024) - [i21]Kevin Ferguson, Yu-Hsuan Chen, Yiming Chen, Andrew Gillman, James Hardin, Levent Burak Kara:
Topology-Agnostic Graph U-Nets for Scalar Field Prediction on Unstructured Meshes. CoRR abs/2410.06406 (2024) - 2023
- [j39]Wentai Zhang
, Joe Joseph, Yue Yin, Liuyue Xie, Tomotake Furuhata, Soji Yamakawa, Kenji Shimada, Levent Burak Kara:
Component segmentation of engineering drawings using Graph Convolutional Networks. Comput. Ind. 147: 103885 (2023) - [i20]Tong Lin, Sijie Chen, Ruchira Basu, Dehu Pei, Xiaolin Cheng, Levent Burak Kara:
Target specific peptide design using latent space approximate trajectory collector. CoRR abs/2302.01435 (2023) - [i19]Aditya Joglekar, Hongrui Chen, Levent Burak Kara:
DMF-TONN: Direct Mesh-free Topology Optimization using Neural Networks. CoRR abs/2305.04107 (2023) - [i18]Hongrui Chen, Aditya Joglekar, Levent Burak Kara:
Topology Optimization using Neural Networks with Conditioning Field Initialization for Improved Efficiency. CoRR abs/2305.10460 (2023) - [i17]Yu-Hsuan Chen, Levent Burak Kara, Jonathan Cagan:
Automating Style Analysis and Visualization With Explainable AI - Case Studies on Brand Recognition. CoRR abs/2306.03021 (2023) - 2022
- [j38]Liuyue Xie, Yao Lu, Tomotake Furuhata, Soji Yamakawa, Wentai Zhang, Amit Regmi, Levent Burak Kara, Kenji Shimada:
Graph neural network-enabled manufacturing method classification from engineering drawings. Comput. Ind. 142: 103697 (2022) - [i16]Hongrui Chen, Aditya Joglekar, Kate S. Whitefoot, Levent Burak Kara:
Concurrent build direction, part segmentation, and topology optimization for additive manufacturing using neural networks. CoRR abs/2210.01315 (2022) - [i15]Haiguang Liao, Vinay Patil, Xuliang Dong, Devika Shanbhag, Elias Fallon, Taylor Hogan, Mirko Spasojevic, Levent Burak Kara:
Hierarchical Automatic Power Plane Generation with Genetic Optimization and Multilayer Perceptron. CoRR abs/2210.16314 (2022) - [i14]Wentai Zhang, Joe Joseph, Yue Yin, Liuyue Xie, Tomotake Furuhata, Soji Yamakawa, Kenji Shimada, Levent Burak Kara:
Component Segmentation of Engineering Drawings Using Graph Convolutional Networks. CoRR abs/2212.00290 (2022) - 2021
- [c22]Xiao Liu, Kuan Yan, Levent Burak Kara, Zhenguo Nie:
CCFD-Net: A novel deep learning model for credit card fraud detection. IRI 2021: 9-16 - 2020
- [j37]Ye Han, Yoed Rabin, Levent Burak Kara:
Soft tissue deformation tracking by means of an optimized fiducial marker layout with application to cancer tumors. Int. J. Comput. Assist. Radiol. Surg. 15(2): 225-237 (2020) - [j36]Zhenguo Nie, Haoliang Jiang, Levent Burak Kara:
Stress Field Prediction in Cantilevered Structures Using Convolutional Neural Networks. J. Comput. Inf. Sci. Eng. 20(1) (2020) - [c21]Haiguang Liao, Qingyi Dong, Weiyi Qi, Elias Fallon, Levent Burak Kara:
Track-Assignment Detailed Routing Using Attention-based Policy Model With Supervision. MLCAD 2020: 105-110 - [i13]Zhenguo Nie, Tong Lin, Haoliang Jiang, Levent Burak Kara:
TopologyGAN: Topology Optimization Using Generative Adversarial Networks Based on Physical Fields Over the Initial Domain. CoRR abs/2003.04685 (2020) - [i12]Haiguang Liao, Qingyi Dong, Xuliang Dong, Wentai Zhang, Wangyang Zhang, Weiyi Qi, Elias Fallon, Levent Burak Kara:
Attention Routing: track-assignment detailed routing using attention-based reinforcement learning. CoRR abs/2004.09473 (2020) - [i11]Haoliang Jiang, Zhenguo Nie, Roselyn Yeo, Amir Barati Farimani, Levent Burak Kara:
StressGAN: A Generative Deep Learning Model for 2D Stress Distribution Prediction. CoRR abs/2006.11376 (2020) - [i10]Haiguang Liao, Qingyi Dong, Weiyi Qi, Elias Fallon, Levent Burak Kara:
Track-Assignment Detailed Routing Using Attention-based Policy Model With Supervision. CoRR abs/2010.13702 (2020) - [i9]Dhruv Vashisht, Harshit Rampal, Haiguang Liao, Yang Lu, Devika Shanbhag, Elias Fallon, Levent Burak Kara:
Placement in Integrated Circuits using Cyclic Reinforcement Learning and Simulated Annealing. CoRR abs/2011.07577 (2020)
2010 – 2019
- 2019
- [j35]Wentai Zhang, Haoliang Jiang, Zhangsihao Yang, Soji Yamakawa, Kenji Shimada, Levent Burak Kara:
Data-driven Upsampling of Point Clouds. Comput. Aided Des. 112: 1-13 (2019) - [j34]Erva Ulu, James McCann, Levent Burak Kara:
Structural Design Using Laplacian Shells. Comput. Graph. Forum 38(5): 85-98 (2019) - [j33]Wentai Zhang, Jonelle Z. Yu, Fangcheng Zhu, Yifang Zhu, Zhangsihao Yang, Nurcan Gecer Ulu, Erhan Batuhan Arisoy, Levent Burak Kara:
High Degree of Freedom Hand Pose Tracking Using Limited Strain Sensing and Optical Training. J. Comput. Inf. Sci. Eng. 19(3) (2019) - [i8]Wentai Zhang, Zhangsihao Yang, Haoliang Jiang, Suyash Nigam, Soji Yamakawa, Tomotake Furuhata, Kenji Shimada, Levent Burak Kara:
3D Shape Synthesis for Conceptual Design and Optimization Using Variational Autoencoders. CoRR abs/1904.07964 (2019) - [i7]Haiguang Liao, Wentai Zhang, Xuliang Dong, Barnabás Póczos, Kenji Shimada, Levent Burak Kara:
A Deep Reinforcement Learning Approach for Global Routing. CoRR abs/1906.08809 (2019) - [i6]Erva Ulu, James McCann, Levent Burak Kara:
Structural Design Using Laplacian Shells. CoRR abs/1906.10669 (2019) - 2018
- [j32]Nurcan Gecer Ulu, Stelian Coros, Levent Burak Kara:
Designing coupling behaviors using compliant shape optimization. Comput. Aided Des. 101: 57-71 (2018) - [c20]Guanyun Wang, Humphrey Yang, Zeyu Yan, Nurcan Gecer Ulu, Ye Tao, Jianzhe Gu, Levent Burak Kara, Lining Yao:
4DMesh: 4D Printing Morphing Non-Developable Mesh Surfaces. UIST 2018: 623-635 - [i5]Wentai Zhang, Haoliang Jiang, Zhangsihao Yang, Soji Yamakawa, Kenji Shimada, Levent Burak Kara:
Data-driven Upsampling of Point Clouds. CoRR abs/1807.02740 (2018) - [i4]Saurabh Banga, Harsh Gehani, Sanket Bhilare, Sagar Patel, Levent Burak Kara:
3D Topology Optimization using Convolutional Neural Networks. CoRR abs/1808.07440 (2018) - [i3]Zhenguo Nie, Haoliang Jiang, Levent Burak Kara:
Deep Learning for Stress Field Prediction Using Convolutional Neural Networks. CoRR abs/1808.08914 (2018) - [i2]Yining Wang, Erva Ulu, Aarti Singh, Levent Burak Kara:
Efficient Load Sampling for Worst-Case Structural Analysis Under Force Location Uncertainty. CoRR abs/1810.10977 (2018) - [i1]Erva Ulu, James McCann, Levent Burak Kara:
Lightweight Structure Design Under Force Location Uncertainty. CoRR abs/1810.11154 (2018) - 2017
- [j31]Erva Ulu, James McCann, Levent Burak Kara:
Lightweight structure design under force location uncertainty. ACM Trans. Graph. 36(4): 158:1-158:13 (2017) - 2016
- [j30]Erva Ulu, Rusheng Zhang, Levent Burak Kara:
A data-driven investigation and estimation of optimal topologies under variable loading configurations. Comput. methods Biomech. Biomed. Eng. Imaging Vis. 4(2): 61-72 (2016) - [j29]Paul S. Steif, Luoting Fu, Levent Burak Kara:
Providing formative assessment to students solving multipath engineering problems with complex arrangements of interacting parts: an intelligent tutor approach. Interact. Learn. Environ. 24(8): 1864-1880 (2016) - 2015
- [j28]Matthew Eicholtz, Levent Burak Kara:
Characterizing the performance of an image-based recognizer for planar mechanical linkages in textbook graphics and hand-drawn sketches. Comput. Graph. 52: 1-17 (2015) - [j27]Nurcan Gecer Ulu, Levent Burak Kara:
Generative Interface Structure Design for Supporting Existing Objects. J. Vis. Lang. Sentient Syst. 1 (2015) - [j26]Mehmet Ersin Yümer, Siddhartha Chaudhuri, Jessica K. Hodgins, Levent Burak Kara:
Semantic shape editing using deformation handles. ACM Trans. Graph. 34(4): 86:1-86:12 (2015) - [j25]Matthew Eicholtz, Levent Burak Kara:
Intermodal image-based recognition of planar kinematic mechanisms. J. Vis. Lang. Comput. 27: 38-48 (2015) - [j24]Nurcan Gecer Ulu, Levent Burak Kara:
DMS2015-33: Generative interface structure design for supporting existing objects. J. Vis. Lang. Comput. 31: 171-183 (2015) - [c19]Nurcan Gecer Ulu, Levent Burak Kara:
Generative Interface Structure Design for Supporting Existing Objects. DMS 2015: 5-13 - [c18]Mehmet Ersin Yümer, Paul Asente, Radomír Mech, Levent Burak Kara:
Procedural Modeling Using Autoencoder Networks. UIST 2015: 109-118 - 2014
- [j23]Luoting Fu, Levent Burak Kara, Kenji Shimada:
Modeling flow features with user-guided streamline parameterization. Comput. Aided Des. 46: 263-268 (2014) - [j22]Mehmet Ersin Yümer, Levent Burak Kara:
Co-constrained handles for deformation in shape collections. ACM Trans. Graph. 33(6): 187:1-187:11 (2014) - [j21]Günay Orbay, Levent Burak Kara:
Pencil-like sketch rendering of 3D scenes using trajectory planning and dynamic tracking. J. Vis. Lang. Comput. 25(4): 481-493 (2014) - [j20]Paul S. Steif, Matthew Eicholtz, Levent Burak Kara:
Computer tutors can reduce student errors and promote solution efficiency for complex engineering problems. J. Vis. Lang. Comput. 25(6): 1021-1029 (2014) - [c17]Erhan Batuhan Arisoy, Günay Orbay, Levent Burak Kara:
Predictive Modeling for 2D Form Design. CompIMAGE 2014: 286-291 - [c16]Erva Ulu, Rusheng Zhang, Mehmet Ersin Yümer, Levent Burak Kara:
A Data-Driven Investigation and Estimation of Optimal Topologies under Variable Loading Configurations. CompIMAGE 2014: 387-399 - [c15]Matthew Eicholtz, Levent Burak Kara:
Intermodal Image-Based Recognition of Planar Kinematic Mechanisms. DMS 2014: 267-275 - [c14]Paul S. Steif, Matthew Eicholtz, Levent Burak Kara:
Computer Tutors Can Reduce Student Errors and Promote Solution Efficiency for Complex Engineering Problems. DMS 2014: 391-398 - [c13]Paul S. Steif, Luoting Fu, Levent Burak Kara:
Computer tutors can address students learning to solve complex engineering problems. FIE 2014: 1-8 - [c12]Matthew Eicholtz, Levent Burak Kara, Jason D. Lohn:
Recognizing planar kinematic mechanisms from a single image using evolutionary computation. GECCO 2014: 1103-1110 - 2013
- [j19]Peter Hall, Levent Burak Kara, Donald H. House, Paul Asente:
Foreword to the special section on expressive graphics. Comput. Graph. 37(5): A5-A6 (2013) - [c11]Günay Orbay, Levent Burak Kara:
Pencil-Like Sketch Rendering of 3D Scences using Trajectory Planning and Dynamic Trakcing. DMS 2013: 162-167 - [e2]Levent Burak Kara, Cindy Grimm:
10th International Symposium on Sketch-Based Interfaces and Modeling, SBIM@Expressive 2013, Anaheim, CA, USA, July 19-20, 2013, Proceedings. ACM 2013, ISBN 978-1-4503-2205-8 [contents] - 2012
- [j18]Maria C. Yang, Levent Burak Kara:
Sketching and pen-based design interaction. Artif. Intell. Eng. Des. Anal. Manuf. 26(3): 241-243 (2012) - [j17]Günay Orbay, Mehmet Ersin Yümer, Levent Burak Kara:
Sketch-based shape exploration using multiscale free-form surface editing. Artif. Intell. Eng. Des. Anal. Manuf. 26(3): 337-350 (2012) - [j16]Mehmet Ersin Yümer, Levent Burak Kara:
Surface creation on unstructured point sets using neural networks. Comput. Aided Des. 44(7): 644-656 (2012) - [j15]Mark D. Fuge, Mehmet Ersin Yümer, Günay Orbay, Levent Burak Kara:
Conceptual design and modification of freeform surfaces using dual shape representations in augmented reality environments. Comput. Aided Des. 44(10): 1020-1032 (2012) - [j14]Günay Orbay, Levent Burak Kara:
Sketch-based surface design using malleable curve networks. Comput. Graph. 36(8): 916-929 (2012) - [j13]Erhan Batuhan Arisoy, Günay Orbay, Levent Burak Kara:
Free Form Surface Skinning of 3D Curve Clouds for Conceptual Shape Design. J. Comput. Inf. Sci. Eng. 12(3) (2012) - [j12]Mehmet Ersin Yümer, Levent Burak Kara:
Co-abstraction of shape collections. ACM Trans. Graph. 31(6): 166:1-166:11 (2012) - [j11]Günay Orbay, Mehmet Ersin Yümer, Levent Burak Kara:
Sketch-based aesthetic product form exploration from existing images using piecewise clothoid curves. J. Vis. Lang. Comput. 23(6): 327-339 (2012) - [e1]Karan Singh, Levent Burak Kara:
9th International Symposium on Sketch-Based Interfaces and Modeling, SBIM@Expressive 2012, Annecy, France, June 4-6, 2012, Proceedings. Eurographics Association 2012, ISBN 978-3-905674-42-2 [contents] - 2011
- [j10]Luoting Fu, Levent Burak Kara:
From engineering diagrams to engineering models: Visual recognition and applications. Comput. Aided Des. 43(3): 278-292 (2011) - [j9]Luoting Fu, Levent Burak Kara:
Neural network-based symbol recognition using a few labeled samples. Comput. Graph. 35(5): 955-966 (2011) - [j8]Günay Orbay, Levent Burak Kara:
Beautification of Design Sketches Using Trainable Stroke Clustering and Curve Fitting. IEEE Trans. Vis. Comput. Graph. 17(5): 694-708 (2011) - [c10]Günay Orbay, Mehmet Ersin Yümer, Levent Burak Kara:
Sketch-Based Image Editing Using Clothoid Curves. DMS 2011: 274-278 - [c9]Günay Orbay, Levent Burak Kara:
Sketch-Based Modeling of Smooth Surfaces Using AdaptiveCurve Networks. SBIM 2011: 71-78 - [p1]Levent Burak Kara, Kenji Shimada:
The Creation and Modification of 3D Models Using Sketches and Curves. Sketch-based Interfaces and Modeling 2011: 341-367
2000 – 2009
- 2007
- [j7]WeeSan Lee, Levent Burak Kara, Thomas F. Stahovich:
An efficient graph-based recognizer for hand-drawn symbols. Comput. Graph. 31(4): 554-567 (2007) - [j6]Levent Burak Kara, Kenji Shimada, Sarah D. Marmalefsky:
An evaluation of user experience with a sketch-based 3D modeling system. Comput. Graph. 31(4): 580-597 (2007) - [j5]Levent Burak Kara, Kenji Shimada:
Sketch-Based 3D-Shape Creation for Industrial Styling Design. IEEE Computer Graphics and Applications 27(1): 60-71 (2007) - [c8]Levent Burak Kara, Thomas F. Stahovich:
Hierarchical parsing and recognition of hand-sketched diagrams. SIGGRAPH Courses 2007: 17 - 2006
- [c7]WeeSan Lee, Levent Burak Kara, Thomas F. Stahovich:
An Efficient Graph-Based Symbol Recognizer. SBM 2006: 11-18 - [c6]Levent Burak Kara, Kenji Shimada:
Construction and Modification of 3D Geometry Using a Sketch-based Interface. SBM 2006: 59-66 - [c5]Levent Burak Kara, Chris M. D'Eramo, Kenji Shimada:
Pen-based styling design of 3D geometry using concept sketches and template models. Symposium on Solid and Physical Modeling 2006: 149-160 - 2005
- [j4]Levent Burak Kara, Thomas F. Stahovich:
An image-based, trainable symbol recognizer for hand-drawn sketches. Comput. Graph. 29(4): 501-517 (2005) - [j3]Leslie Gennari, Levent Burak Kara, Thomas F. Stahovich, Kenji Shimada:
Combining geometry and domain knowledge to interpret hand-drawn diagrams. Comput. Graph. 29(4): 547-562 (2005) - 2004
- [c4]Leslie Gennari, Levent Burak Kara, Thomas F. Stahovich:
Combining Geometry and Domain Knowledge to Interpret Hand-Drawn Diagrams. AAAI Technical Report (6) 2004: 64-70 - [c3]Levent Burak Kara, Thomas F. Stahovich:
An Image-Based Trainable Symbol Recognizer for Sketch-Based Interfaces. AAAI Technical Report (6) 2004: 99-105 - [c2]Levent Burak Kara, Thomas F. Stahovich:
Sim-U-Sketch: a sketch-based interface for SimuLink. AVI 2004: 354-357 - [c1]Levent Burak Kara, Thomas F. Stahovich:
Hierarchical parsing and recognition of hand-sketched diagrams. UIST 2004: 13-22 - 2002
- [j2]Levent Burak Kara, Thomas F. Stahovich:
Causal reasoning using geometric analysis. Artif. Intell. Eng. Des. Anal. Manuf. 16(5): 363-384 (2002) - 2001
- [j1]Thomas F. Stahovich, Levent Burak Kara:
A representation for comparing simulations and computing the purpose of geometric features. Artif. Intell. Eng. Des. Anal. Manuf. 15(2): 189-201 (2001)
Coauthor Index
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