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2025-01-01 00:00:00
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Stress field prediction in cantilevered structures using convolutional neural networks
2020
Journal of Computing and Information Science in Engineering 20 (1), 011002, 2020
241
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Kara
Mechanical Engineering
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Stressgan: A generative deep learning model for two-dimensional stress distribution prediction
2021
Journal of Applied Mechanics 88 (5), 051005, 2021
121
_X2eOeQAAAAJ:Y5dfb0dijaUC
Kara
Mechanical Engineering
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Structural design using laplacian shells
2019
Computer Graphics Forum 38 (5), 85-98, 2019
13
_X2eOeQAAAAJ:5Ul4iDaHHb8C
Kara
Mechanical Engineering
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Sub-millisecond keyhole pore detection in laser powder bed fusion using sound and light sensors and machine learning
2024
Materials Futures 3 (4), 045001, 2024
2
_X2eOeQAAAAJ:vDijr-p_gm4C
Kara
Mechanical Engineering
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Supporting early styling design of automobiles using sketch-based 3d shape construction
2008
Computer-Aided Design and Applications 5 (6), 867-876, 2008
40
_X2eOeQAAAAJ:Y0pCki6q_DkC
Kara
Mechanical Engineering
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Surface creation on unstructured point sets using neural networks
2012
Computer-Aided Design 44 (7), 644-656, 2012
19
_X2eOeQAAAAJ:QIV2ME_5wuYC
Kara
Mechanical Engineering
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Target specific peptide design using latent space approximate trajectory collector
2023
arXiv preprint arXiv:2302.01435, 2023
1
_X2eOeQAAAAJ:7T2F9Uy0os0C
Kara
Mechanical Engineering
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Technical Report Development of a cognitive tutor for learning truss analysis Paul S. Steif, Luoting Fu, Levent Burak Kara
null
0
_X2eOeQAAAAJ:fPk4N6BV_jEC
Kara
Mechanical Engineering
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The Creation and Modification of 3D Models Using Sketches and Curves
2011
Sketch-based Interfaces and Modeling, 341-367, 2011
0
_X2eOeQAAAAJ:YFjsv_pBGBYC
Kara
Mechanical Engineering
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The potential for computer tutors to assist students learning to solve complex problems
2014
2014 ASEE Annual Conference & Exposition, 24.1239. 1-24.1239. 20, 2014
2
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Kara
Mechanical Engineering
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TopMT-GAN: a 3D topology-driven generative model for efficient and diverse structure-based ligand design
2025
Chemical Science 16 (6), 2796-2809, 2025
0
_X2eOeQAAAAJ:uWiczbcajpAC
Kara
Mechanical Engineering
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Topology optimization using neural networks with conditioning field initialization for improved efficiency
2024
Journal of Mechanical Design 146 (6), 2024
12
_X2eOeQAAAAJ:tzM49s52ZIMC
Kara
Mechanical Engineering
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Topology preserving digitization of physical prototypes using deformable subdivision models
2014
International Design Engineering Technical Conferences and Computers and …, 2014
2
_X2eOeQAAAAJ:k_IJM867U9cC
Kara
Mechanical Engineering
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Topology-Agnostic Graph U-Nets for Scalar Field Prediction on Unstructured Meshes
2025
Journal of Mechanical Design 147 (4), 041701, 2025
2
_X2eOeQAAAAJ:epqYDVWIO7EC
Kara
Mechanical Engineering
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Topologygan: Topology optimization using generative adversarial networks based on physical fields over the initial domain
2021
Journal of Mechanical Design 143 (3), 031715, 2021
252
_X2eOeQAAAAJ:Mojj43d5GZwC
Kara
Mechanical Engineering
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Track-assignment detailed routing using attention-based policy model with supervision
2020
Proceedings of the 2020 ACM/IEEE Workshop on Machine Learning for CAD, 105-110, 2020
14
_X2eOeQAAAAJ:_B80troHkn4C
Kara
Mechanical Engineering
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Virl: Volume-informed representation learning towards few-shot manufacturability estimation
2025
Journal of Intelligent Manufacturing, 1-21, 2025
2
_X2eOeQAAAAJ:ML0RJ9NH7IQC
Kara
Mechanical Engineering
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Wisdom of microcrowds in evaluating solutions to esoteric engineering problems
2019
Journal of Mechanical Design 141 (8), 081102, 2019
8
_X2eOeQAAAAJ:08ZZubdj9fEC
Kara
Mechanical Engineering
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Work in Progress: Improving Problem Solving Performance in Statics through Body-Centric Talk
2006
Proceedings. Frontiers in Education. 36th Annual Conference, 1-2, 2006
3
_X2eOeQAAAAJ:5nxA0vEk-isC
Kara
Mechanical Engineering
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24787 ARTIFICIAL INTELLIGENCE AND MACHINE LEARNING FOR ENGINEERING DESIGN CLASSIFICATION OF MUSIC USING NEURAL NETWORKS
null
0
_X2eOeQAAAAJ:Z5m8FVwuT1cC
LeDuc
Mechanical Engineering
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3D shape synthesis for conceptual design and optimization using variational autoencoders
2019
International Design Engineering Technical Conferences and Computers and …, 2019
71
_X2eOeQAAAAJ:J-pR_7NvFogC
LeDuc
Mechanical Engineering
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3D topology optimization using convolutional neural networks
2018
arXiv preprint arXiv:1808.07440, 2018
191
_X2eOeQAAAAJ:u9iWguZQMMsC
LeDuc
Mechanical Engineering
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4DMesh: 4D printing morphing non-developable mesh surfaces
2018
Proceedings of the 31st Annual ACM Symposium on User Interface Software and …, 2018
100
_X2eOeQAAAAJ:Tiz5es2fbqcC
LeDuc
Mechanical Engineering
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A COMPUTATIONAL CASE STUDY FOR THE TREATMENT OF HEAD-AND-NECK TUMOR USING INTERSTITIAL PHOTODYNAMIC THERAPY
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0
_X2eOeQAAAAJ:tOudhMTPpwUC
LeDuc
Mechanical Engineering
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A Computational Framework to Optimize Fiducial Marker Placement to Account for Intraoperative Tissue Deformation
null
0
_X2eOeQAAAAJ:5ugPr518TE4C
LeDuc
Mechanical Engineering
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A Data Augmentation Method for Data-Driven Component Segmentation of Engineering Drawings
2024
Journal of Computing and Information Science in Engineering 24 (1), 011001, 2024
1
_X2eOeQAAAAJ:tKAzc9rXhukC
LeDuc
Mechanical Engineering
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A Simplified Liver Perfusion Model, with Applications to Organ Preservation
2024
0
_X2eOeQAAAAJ:EkHepimYqZsC
LeDuc
Mechanical Engineering
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A data-driven investigation and estimation of optimal topologies under variable loading configurations
2016
Computer Methods in Biomechanics and Biomedical Engineering: Imaging …, 2016
119
_X2eOeQAAAAJ:TFP_iSt0sucC
LeDuc
Mechanical Engineering
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A deep reinforcement learning approach for global routing
2020
Journal of Mechanical Design 142 (6), 061701, 2020
115
_X2eOeQAAAAJ:LPZeul_q3PIC
LeDuc
Mechanical Engineering
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A deep reinforcement learning approach for global routing
2020
Journal of Mechanical Design 142 (6), 2020
3
_X2eOeQAAAAJ:g3aElNc5_aQC
LeDuc
Mechanical Engineering
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A representation for comparing simulations and computing the purpose of geometric features
2001
AI EDAM 15 (2), 189-201, 2001
7
_X2eOeQAAAAJ:_FxGoFyzp5QC
LeDuc
Mechanical Engineering
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A simplified computational liver perfusion model, with applications to organ preservation
2025
Scientific Reports 15 (1), 2178, 2025
0
_X2eOeQAAAAJ:AvfA0Oy_GE0C
LeDuc
Mechanical Engineering
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A sketch-based tool for analyzing vibratory mechanical systems
2008
55
_X2eOeQAAAAJ:W7OEmFMy1HYC
LeDuc
Mechanical Engineering
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A testing method and cognitive model of human diagram understanding for automating design sketch recognition
2009
International Design Engineering Technical Conferences and Computers and …, 2009
3
_X2eOeQAAAAJ:aqlVkmm33-oC
LeDuc
Mechanical Engineering
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Adhyapak, Srilakshmi M. 48 Ahmed, Mourad 375 Arisoy, Erhan Batuhan 286
null
0
_X2eOeQAAAAJ:tkaPQYYpVKoC
LeDuc
Mechanical Engineering
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Ai edam special issue, august 2012, vol. 26, no. 3: Sketching and pen-based design interaction
2011
AI EDAM 25 (3), 305-305, 2011
0
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LeDuc
Mechanical Engineering
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An Efficient Graph-Based Symbol Recognizer.
2006
SBM, 11-18, 2006
20
_X2eOeQAAAAJ:tYavs44e6CUC
LeDuc
Mechanical Engineering
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An efficient graph-based recognizer for hand-drawn symbols
2007
Computers & Graphics 31 (4), 554-567, 2007
70
_X2eOeQAAAAJ:ILKRHgRFtOwC
LeDuc
Mechanical Engineering
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An evaluation of user experience with a sketch-based 3D modeling system
2007
Computers & Graphics 31 (4), 580-597, 2007
28
_X2eOeQAAAAJ:zYLM7Y9cAGgC
LeDuc
Mechanical Engineering
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An image-based trainable symbol recognizer for sketch-based interfaces. In in AAAI Fall Symposium Series 2004: Making Pen-Based Interaction Intelligent and Natural
2004
AAAI Press, 2004
8
_X2eOeQAAAAJ:D_sINldO8mEC
LeDuc
Mechanical Engineering
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An image-based, trainable symbol recognizer for hand-drawn sketches
2005
Computers & Graphics 29 (4), 501-517, 2005
269
_X2eOeQAAAAJ:u5HHmVD_uO8C
LeDuc
Mechanical Engineering
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Architectural design in a broader spectrum of cultural experiences: A case study for hermeneutics in the architectural education
null
Conference Coordinators, 114, 0
0
_X2eOeQAAAAJ:p2g8aNsByqUC
LeDuc
Mechanical Engineering
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Attention routing: track-assignment detailed routing using attention-based reinforcement learning
2020
International Design Engineering Technical Conferences and Computers and …, 2020
34
_X2eOeQAAAAJ:AXPGKjj_ei8C
LeDuc
Mechanical Engineering
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Automatic parsing and recognition of hand-drawn sketches for pen-based computer interfaces
2004
carnegie mellon university, 2004
14
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LeDuc
Mechanical Engineering
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Beautification of design sketches using trainable stroke clustering and curve fitting
2011
IEEE Transactions on Visualization and Computer Graphics 17 (5), 694-708, 2011
86
_X2eOeQAAAAJ:roLk4NBRz8UC
LeDuc
Mechanical Engineering
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Bignet: A deep learning architecture for brand recognition with geometry-based explainability
2024
Journal of Mechanical Design 146 (5), 051701, 2024
7
_X2eOeQAAAAJ:j8SEvjWlNXcC
LeDuc
Mechanical Engineering
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CCFD-Net: A novel deep learning model for credit card fraud detection
2021
2021 IEEE 22nd International Conference on Information Reuse and Integration …, 2021
12
_X2eOeQAAAAJ:WqliGbK-hY8C
LeDuc
Mechanical Engineering
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COMPUTING DESIGN RATIONALES USING CAUSAL REPRESENTATION OF SIMULATIONS
null
0
_X2eOeQAAAAJ:4DMP91E08xMC
LeDuc
Mechanical Engineering
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Causal reasoning using geometric analysis
2002
AI EDAM 16 (5), 363-384, 2002
1
_X2eOeQAAAAJ:0EnyYjriUFMC
LeDuc
Mechanical Engineering
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Characterizing the performance of an image-based recognizer for planar mechanical linkages in textbook graphics and hand-drawn sketches
2015
Computers & Graphics 52, 1-17, 2015
8
_X2eOeQAAAAJ:RGFaLdJalmkC
LeDuc
Mechanical Engineering
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Co-abstraction of shape collections
2012
ACM Transactions on Graphics (TOG) 31 (6), 1-11, 2012
59
_X2eOeQAAAAJ:-f6ydRqryjwC
LeDuc
Mechanical Engineering
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-0.01752197928726673, -0.024731053039431572, 0.03206070140004158, -0.02878127247095108 ]
Co-constrained handles for deformation in shape collections
2014
ACM Transactions on Graphics (TOG) 33 (6), 1-11, 2014
49
_X2eOeQAAAAJ:hMod-77fHWUC
LeDuc
Mechanical Engineering
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Combining geometry and domain knowledge to interpret hand-drawn diagrams
2005
Computers & Graphics 29 (4), 547-562, 2005
185
_X2eOeQAAAAJ:d1gkVwhDpl0C
LeDuc
Mechanical Engineering
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Component segmentation of engineering drawings using Graph Convolutional Networks
2023
Computers in Industry 147, 103885, 2023
18
_X2eOeQAAAAJ:Fu2w8maKXqMC
LeDuc
Mechanical Engineering
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Computer tutors can address students learning to solve complex engineering problems
2014
2014 IEEE Frontiers in Education Conference (FIE) Proceedings, 1-8, 2014
8
_X2eOeQAAAAJ:BqipwSGYUEgC
LeDuc
Mechanical Engineering
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Computer tutors can reduce student errors and promote solution efficiency for complex engineering problems
2014
Journal of Visual Languages & Computing 25 (6), 1021-1029, 2014
1
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LeDuc
Mechanical Engineering
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Computer-Aided Patient-Specific Coronary Artery Graft Design
2010
0
_X2eOeQAAAAJ:dshw04ExmUIC
LeDuc
Mechanical Engineering
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Computer-aided patient-specific coronary artery graft design improvements using CFD coupled shape optimizer
2011
Cardiovascular engineering and technology 2, 35-47, 2011
75
_X2eOeQAAAAJ:WF5omc3nYNoC
LeDuc
Mechanical Engineering
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Conceptual design and modification of freeform surfaces using dual shape representations in augmented reality environments
2012
Computer-Aided Design 44 (10), 1020-1032, 2012
98
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LeDuc
Mechanical Engineering
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Concurrent build direction, part segmentation, and topology optimization for additive manufacturing using neural networks
2023
Journal of Mechanical Design 145 (9), 2023
14
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LeDuc
Mechanical Engineering
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Concurrent structure and process optimization for minimum cost metal additive manufacturing
2019
Journal of Mechanical Design 141 (6), 061701, 2019
70
_X2eOeQAAAAJ:K3LRdlH-MEoC
LeDuc
Mechanical Engineering
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Construction and Modification of 3D Geometry Using a Sketch-based Interface.
2006
SBM, 59-66, 2006
46
_X2eOeQAAAAJ:IjCSPb-OGe4C
LeDuc
Mechanical Engineering
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Curve-based Neural Style Transfer
2023
arXiv preprint arXiv:2401.08579, 2023
0
_X2eOeQAAAAJ:t7zJ5fGR-2UC
LeDuc
Mechanical Engineering
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DMF-TONN: direct mesh-free topology optimization using neural networks
2024
Engineering with Computers 40 (4), 2227-2240, 2024
17
_X2eOeQAAAAJ:_Re3VWB3Y0AC
LeDuc
Mechanical Engineering
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DMS2015-33: Generative interface structure design for supporting existing objects
2015
Journal of Visual Languages & Computing 31, 171-183, 2015
14
_X2eOeQAAAAJ:vV6vV6tmYwMC
LeDuc
Mechanical Engineering
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DTM at 25: essays on themes and future directions
2013
International Design Engineering Technical Conferences and Computers and …, 2013
18
_X2eOeQAAAAJ:BwyfMAYsbu0C
LeDuc
Mechanical Engineering
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Data augmentation of engineering drawings for data-driven component segmentation
2022
International design engineering technical conferences and computers and …, 2022
7
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LeDuc
Mechanical Engineering
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Data-driven upsampling of point clouds
2019
Computer-Aided Design 112, 1-13, 2019
36
_X2eOeQAAAAJ:OU6Ihb5iCvQC
LeDuc
Mechanical Engineering
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-0.0316750705242157, 0.052498191595077515, 0.021236032247543335 ]
Deciphering the influence of product shape on consumer judgments through geometric abstraction
2015
Journal of Mechanical Design 137 (8), 081103, 2015
38
_X2eOeQAAAAJ:O3NaXMp0MMsC
LeDuc
Mechanical Engineering
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Design of target specific peptide inhibitors using generative deep learning and molecular dynamics simulations
2024
Nature Communications 15 (1), 1611, 2024
18
_X2eOeQAAAAJ:JQOojiI6XY0C
LeDuc
Mechanical Engineering
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Design theory and methodology
2012
Mechanical Engineering-CIME 134 (12), 62-63, 2012
0
_X2eOeQAAAAJ:BUYA1_V_uYcC
LeDuc
Mechanical Engineering
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Designing coupling behaviors using compliant shape optimization
2018
Computer-Aided Design 101, 57-71, 2018
8
_X2eOeQAAAAJ:xtRiw3GOFMkC
LeDuc
Mechanical Engineering
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Development of a cognitive tutor for learning truss analysis
2014
2014 ASEE Annual Conference & Exposition, 24.413. 1-24.413. 14, 2014
3
_X2eOeQAAAAJ:isC4tDSrTZIC
LeDuc
Mechanical Engineering
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Development of a general calibration model and long-term performance evaluation of low-cost sensors for air pollutant gas monitoring
2019
Atmospheric Measurement Techniques 12 (2), 903-920, 2019
164
_X2eOeQAAAAJ:B3FOqHPlNUQC
LeDuc
Mechanical Engineering
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Efficient load sampling for worst-case structural analysis under force location uncertainty
2018
International Design Engineering Technical Conferences and Computers and …, 2018
4
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LeDuc
Mechanical Engineering
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Elucidation of chain dispersity effect on structure and mechanical properties of brush particle solids
2023
APS March Meeting Abstracts 2023, W05. 008, 2023
0
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LeDuc
Mechanical Engineering
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Enhancing the Structural Performance of Additively Manufactured Objects
2018
Carnegie Mellon University, 2018
0
_X2eOeQAAAAJ:l7t_Zn2s7bgC
LeDuc
Mechanical Engineering
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Enhancing the structural performance of additively manufactured objects through build orientation optimization
2015
Journal of Mechanical Design 137 (11), 111410, 2015
171
_X2eOeQAAAAJ:NaGl4SEjCO4C
LeDuc
Mechanical Engineering
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Evaluation of Information Content in 2D and 3D Microstructural Characterization of Brush Particle-Based Hybrid Materials
2024
Electronic Imaging 36, 1-7, 2024
0
_X2eOeQAAAAJ:uc_IGeMz5qoC
LeDuc
Mechanical Engineering
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Feature, design intention and constraint preservation for direct modeling of 3D freeform surfaces
2012
3D Research 3 (2), 1-18, 2012
5
_X2eOeQAAAAJ:ULOm3_A8WrAC
LeDuc
Mechanical Engineering
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Fingerprint Recognition Using a Novel Pie-Sector Representation
2003
0
_X2eOeQAAAAJ:dhFuZR0502QC
LeDuc
Mechanical Engineering
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Flaw detection in metal additive manufacturing using deep learned acoustic features
2020
Workshop of conference on neural information processing systems, 2020
7
_X2eOeQAAAAJ:dTyEYWd-f8wC
LeDuc
Mechanical Engineering
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Foreword to the special section on expressive graphics
2013
Computers and Graphics 37 (5), A5-A6, 2013
0
_X2eOeQAAAAJ:u_35RYKgDlwC
LeDuc
Mechanical Engineering
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Free form surface skinning of 3d curve clouds for conceptual shape design
2012
Journal of computing and information science in engineering 12 (3), 031005, 2012
10
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LeDuc
Mechanical Engineering
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From engineering diagrams to engineering models: Visual recognition and applications
2011
Computer-Aided Design 43 (3), 278-292, 2011
73
_X2eOeQAAAAJ:MXK_kJrjxJIC
LeDuc
Mechanical Engineering
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Generative Manufacturing: A requirements and resource-driven approach to part making
2024
arXiv preprint arXiv:2409.03089, 2024
0
_X2eOeQAAAAJ:zLWjf1WUPmwC
LeDuc
Mechanical Engineering
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Geological storytelling: graphically exploring and communicating geological sketches
2012
Proceedings of the international symposium on sketch-based interfaces and …, 2012
30
_X2eOeQAAAAJ:g5m5HwL7SMYC
LeDuc
Mechanical Engineering
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Geometric Modeling for Industrial Design with User-Prescribed Constraints
2013
Carnegie Mellon University, 2013
3
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LeDuc
Mechanical Engineering
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Graph neural network-enabled manufacturing method classification from engineering drawings
2022
Computers in Industry 142, 103697, 2022
43
_X2eOeQAAAAJ:ye4kPcJQO24C
LeDuc
Mechanical Engineering
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Guanyun Wang1, Humphrey Yang2, Zeyu Yan3, Nurcan Gecer Ulu3, Ye Tao1, 4, Jianzhe Gu1
2018
0
_X2eOeQAAAAJ:SdhP9T11ey4C
LeDuc
Mechanical Engineering
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Hierarchical Automatic Multilayer Power Plane Generation With Genetic Optimization and Multilayer Perceptron
2023
Journal of Mechanical Design 145 (10), 2023
1
_X2eOeQAAAAJ:2KloaMYe4IUC
LeDuc
Mechanical Engineering
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Hierarchical Parsing and Recognition of Hand-Sketched Diagrams. 17th ACM User Interface Software Technology (UIST)
2004
Sante Fe, NM, 2004
2
_X2eOeQAAAAJ:wbdj-CoPYUoC
LeDuc
Mechanical Engineering
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Hierarchical parsing and recognition of hand-sketched diagrams
2004
Proceedings of the 17th annual ACM symposium on User interface software and …, 2004
168
_X2eOeQAAAAJ:9yKSN-GCB0IC
LeDuc
Mechanical Engineering
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High degree of freedom hand pose tracking using limited strain sensing and optical training
2019
Journal of Computing and Information Science in Engineering 19 (3), 031014, 2019
8
_X2eOeQAAAAJ:738O_yMBCRsC
LeDuc
Mechanical Engineering
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Improved patient-specific coronary artery graft configurations using CFD coupled shape optimizer
2009
Summer Bioengineering Conference 48913, 1167-1168, 2009
1
_X2eOeQAAAAJ:L8Ckcad2t8MC
LeDuc
Mechanical Engineering
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Improving Problem Solving Performance by
2010
0
_X2eOeQAAAAJ:r0BpntZqJG4C
LeDuc
Mechanical Engineering
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Improving problem solving performance by inducing talk about salient problem features
2010
Journal of Engineering Education 99 (2), 135-142, 2010
92
_X2eOeQAAAAJ:ufrVoPGSRksC
LeDuc
Mechanical Engineering
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Inference of highly time-resolved melt pool visual characteristics and spatially-dependent lack-of-fusion defects in laser powder bed fusion using acoustic and thermal emission …
2024
Additive Manufacturing 83, 104057, 2024
11
_X2eOeQAAAAJ:VLnqNzywnoUC
LeDuc
Mechanical Engineering
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Intermodal image-based recognition of planar kinematic mechanisms
2015
Journal of Visual Languages & Computing 27, 38-48, 2015
10
_X2eOeQAAAAJ:M3NEmzRMIkIC
LeDuc
Mechanical Engineering
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Is additive manufacturing an environmentally and economically preferred alternative for mass production?
2023
Environmental science & technology 57 (16), 6373-6386, 2023
52
_X2eOeQAAAAJ:ZfRJV9d4-WMC
LeDuc
Mechanical Engineering
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