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Mechanical Engineering
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Learning geometric design knowledge from conceptual sketches and its utilization in shape creation and optimization
2009
International Design Engineering Technical Conferences and Computers and …, 2009
6
_X2eOeQAAAAJ:4TOpqqG69KYC
LeDuc
Mechanical Engineering
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Lightweight structure design under force location uncertainty
2017
ACM Transactions on Graphics (TOG) 36 (4), 1-13, 2017
34
_X2eOeQAAAAJ:bFI3QPDXJZMC
LeDuc
Mechanical Engineering
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MDDM: A Molecular Dynamics Diffusion Model to Predict Particle Self-Assembly
2025
arXiv preprint arXiv:2501.17319, 2025
0
_X2eOeQAAAAJ:KUbvn5osdkgC
LeDuc
Mechanical Engineering
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MLCAD ‘20
2020
0
_X2eOeQAAAAJ:L7CI7m0gUJcC
LeDuc
Mechanical Engineering
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Methods and software for volume-centric shape abstraction and simplification of a 3D digital model
2017
US Patent 9,792,734, 2017
6
_X2eOeQAAAAJ:GnPB-g6toBAC
LeDuc
Mechanical Engineering
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Modeling flow features with user-guided streamline parameterization
2014
Computer-Aided Design 46, 263-268, 2014
3
_X2eOeQAAAAJ:_Qo2XoVZTnwC
LeDuc
Mechanical Engineering
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Multi-Class Entity Classification on Rasterized Engineering Drawings Using Graph Learning
2024
ASME International Mechanical Engineering Congress and Exposition 88605 …, 2024
0
_X2eOeQAAAAJ:URolC5Kub84C
LeDuc
Mechanical Engineering
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Multi-scale Topology Optimization using Neural Networks
2024
arXiv preprint arXiv:2404.08708, 2024
1
_X2eOeQAAAAJ:yB1At4FlUx8C
LeDuc
Mechanical Engineering
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Nematode-trapping fungi
2014
Springer Science & Business, 2014
131
_X2eOeQAAAAJ:vbGhcppDl1QC
LeDuc
Mechanical Engineering
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Neural network-based symbol recognition using a few labeled samples
2011
Computers & Graphics 35 (5), 955-966, 2011
32
_X2eOeQAAAAJ:UebtZRa9Y70C
LeDuc
Mechanical Engineering
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Optimization of part consolidation for minimum production costs and time using additive manufacturing
2020
Journal of Mechanical Design 142 (7), 072001, 2020
54
_X2eOeQAAAAJ:eflP2zaiRacC
LeDuc
Mechanical Engineering
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POETIC SPONTANEITY BEYOND CONTEXT OF MEANING
2019
Arhitektura, Raziskave 2019, 193-268, 2019
0
_X2eOeQAAAAJ:NJ774b8OgUMC
LeDuc
Mechanical Engineering
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Pen-based Styling Design of 3D Geometry Using Concept Sketches and
2006
ACM Symposium on Solid and Physical Modeling: Proceedings, SPM..., 149, 2006
0
_X2eOeQAAAAJ:nrtMV_XWKgEC
LeDuc
Mechanical Engineering
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Pen-based interfaces for engineering and education
2011
Sketch-based Interfaces and Modeling, 119-152, 2011
8
_X2eOeQAAAAJ:EYYDruWGBe4C
LeDuc
Mechanical Engineering
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Pen-based styling design of 3D geometry using concept sketches and template models
2006
Proceedings of the 2006 ACM symposium on Solid and physical modeling, 149-160, 2006
109
_X2eOeQAAAAJ:qjMakFHDy7sC
LeDuc
Mechanical Engineering
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Pencil-like sketch rendering of 3D scenes using trajectory planning and dynamic tracking
2014
Journal of Visual Languages & Computing 25 (4), 481-493, 2014
10
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LeDuc
Mechanical Engineering
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Placement in integrated circuits using cyclic reinforcement learning and simulated annealing
2020
arXiv preprint arXiv:2011.07577, 2020
45
_X2eOeQAAAAJ:JoZmwDi-zQgC
LeDuc
Mechanical Engineering
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Prediction of Nitrogen Concentration in Fuel Cells Using Data-Driven Modeling
2019
International Design Engineering Technical Conferences and Computers and …, 2019
1
_X2eOeQAAAAJ:eJXPG6dFmWUC
LeDuc
Mechanical Engineering
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Prediction of Nitrogen Concentration in Fuel Cells Using Data-Driven Modeling
2019
39th Computers and Information in Engineering Conference 1, 2019
0
_X2eOeQAAAAJ:olpn-zPbct0C
LeDuc
Mechanical Engineering
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Prediction of high frequency resistance in polymer electrolyte membrane fuel cells using long short term memory based model
2021
Energy and AI 3, 100045, 2021
31
_X2eOeQAAAAJ:9vf0nzSNQJEC
LeDuc
Mechanical Engineering
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Predictive modeling for 2d form design
2014
Computational Modeling of Objects Presented in Images. Fundamentals, Methods …, 2014
1
_X2eOeQAAAAJ:bEWYMUwI8FkC
LeDuc
Mechanical Engineering
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Procedural modeling using autoencoder networks
2015
Proceedings of the 28th Annual ACM Symposium on User Interface Software …, 2015
79
_X2eOeQAAAAJ:35N4QoGY0k4C
LeDuc
Mechanical Engineering
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Providing formative assessment to students solving multipath engineering problems with complex arrangements of interacting parts: An intelligent tutor approach
2016
Interactive Learning Environments 24 (8), 1864-1880, 2016
4
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LeDuc
Mechanical Engineering
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Real-time prediction of soft tissue deformations using data-driven nonlinear presurgical simulations
2020
arXiv preprint arXiv:2010.13823, 2020
8
_X2eOeQAAAAJ:PELIpwtuRlgC
LeDuc
Mechanical Engineering
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Recognizing multi-stroke symbols
2002
AAAI Spring symposium on sketch understanding, 15-23, 2002
133
_X2eOeQAAAAJ:u-x6o8ySG0sC
LeDuc
Mechanical Engineering
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Recognizing multi-stroke symbols: A statistical approach
2004
2
_X2eOeQAAAAJ:zA6iFVUQeVQC
LeDuc
Mechanical Engineering
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Recognizing network-like hand-drawn sketches: a convolutional neural network approach
2009
International Design Engineering Technical Conferences and Computers and …, 2009
11
_X2eOeQAAAAJ:8k81kl-MbHgC
LeDuc
Mechanical Engineering
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Recognizing planar kinematic mechanisms from a single image using evolutionary computation
2014
Proceedings of the 2014 Annual Conference on Genetic and Evolutionary …, 2014
8
_X2eOeQAAAAJ:iH-uZ7U-co4C
LeDuc
Mechanical Engineering
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Reconstruction of a deformed tumor based on fiducial marker registration: a computational feasibility study
2018
Technology in Cancer Research & Treatment 17, 1533034618766792, 2018
4
_X2eOeQAAAAJ:KxtntwgDAa4C
LeDuc
Mechanical Engineering
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Reinforcement learning for routing
2022
Machine Learning Applications in Electronic Design Automation, 277-306, 2022
2
_X2eOeQAAAAJ:kzcrU_BdoSEC
LeDuc
Mechanical Engineering
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SNF-ROM: Projection-based nonlinear reduced order modeling with smooth neural fields
2024
arXiv preprint arXiv:2405.14890, 2024
3
_X2eOeQAAAAJ:0KyAp5RtaNEC
LeDuc
Mechanical Engineering
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Scalar Field Prediction on Meshes Using Interpolated Multiresolution Convolutional Neural Networks
2024
Journal of Applied Mechanics 91 (10), 2024
2
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LeDuc
Mechanical Engineering
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Scalar field prediction on topologically-varying graphs using spectral shape encoding
2022
International Design Engineering Technical Conferences and Computers and …, 2022
2
_X2eOeQAAAAJ:ZuybSZzF8UAC
LeDuc
Mechanical Engineering
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Semantic Shape Editing Using Deformation Handles–Supplemental Material
null
0
_X2eOeQAAAAJ:_xSYboBqXhAC
LeDuc
Mechanical Engineering
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0.024307360872626305, -0.002319144317880273, -0.02674817480146885 ]
Semantic shape editing using deformation handles
2015
ACM Transactions on Graphics (TOG) 34 (4), 1-12, 2015
169
_X2eOeQAAAAJ:RYcK_YlVTxYC
LeDuc
Mechanical Engineering
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Shape design from exemplar sketches using graph-based sketch analysis
2012
13
_X2eOeQAAAAJ:mVmsd5A6BfQC
LeDuc
Mechanical Engineering
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Sim-U-Sketch: A sketch-based interface for SimuLink
2004
Proceedings of the working conference on Advanced visual interfaces, 354-357, 2004
36
_X2eOeQAAAAJ:UeHWp8X0CEIC
LeDuc
Mechanical Engineering
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Sketch Based Interfaces and Modeling, Annecy, France, 2012
null
Eurographics Association, 0
3
_X2eOeQAAAAJ:P5F9QuxV20EC
LeDuc
Mechanical Engineering
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Sketch Understanding for Engineering Software
2003
Ph. D. Thesis Proposal/LB Kara.–Pittsburgh, 2003.–68 p, 2003
3
_X2eOeQAAAAJ:hqOjcs7Dif8C
LeDuc
Mechanical Engineering
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Sketch-Based Image Editing Using Clothoid Curves.
2011
DMS, 274-278, 2011
0
_X2eOeQAAAAJ:qxL8FJ1GzNcC
LeDuc
Mechanical Engineering
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Sketch-Based Interfaces: Techniques and Applications SIGGRAPH 2007 August 5, 2007 Course Notes
2007
0
_X2eOeQAAAAJ:p__nRnzSRKYC
LeDuc
Mechanical Engineering
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Sketch-based 3D-shape creation for industrial styling design
2007
IEEE Computer Graphics and Applications 27 (1), 60-71, 2007
115
_X2eOeQAAAAJ:2osOgNQ5qMEC
LeDuc
Mechanical Engineering
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Sketch-based aesthetic product form exploration from existing images using piecewise clothoid curves
2012
Journal of Visual Languages & Computing 23 (6), 327-339, 2012
9
_X2eOeQAAAAJ:j3f4tGmQtD8C
LeDuc
Mechanical Engineering
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Sketch-based design system, apparatus, and method for the construction and modification of three-dimensional geometry
2012
US Patent 8,259,101, 2012
65
_X2eOeQAAAAJ:3fE2CSJIrl8C
LeDuc
Mechanical Engineering
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Sketch-based interfaces and modeling
2011
Springer, 2011
60
_X2eOeQAAAAJ:1sJd4Hv_s6UC
LeDuc
Mechanical Engineering
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Sketch-based shape exploration using multiscale free-form surface editing
2012
AI EDAM 26 (3), 337-350, 2012
1
_X2eOeQAAAAJ:KlAtU1dfN6UC
LeDuc
Mechanical Engineering
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Sketch-based surface design using malleable curve networks
2012
Computers & Graphics 36 (8), 916-929, 2012
41
_X2eOeQAAAAJ:4JMBOYKVnBMC
LeDuc
Mechanical Engineering
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Sketching and pen-based design interaction
2012
AI EDAM 26 (3), 241-243, 2012
4
_X2eOeQAAAAJ:hC7cP41nSMkC
LeDuc
Mechanical Engineering
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-0.007299089338630438, 0.03420918434858322, 0.002014676108956337, -0.019824936985969543 ]
Social Scene Understanding from Social Cameras Hyun Soo Park
null
0
_X2eOeQAAAAJ:1qzjygNMrQYC
LeDuc
Mechanical Engineering
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Soft tissue deformation tracking by means of an optimized fiducial marker layout with application to cancer tumors
2020
International Journal of Computer Assisted Radiology and Surgery 15, 225-237, 2020
3
_X2eOeQAAAAJ:BrmTIyaxlBUC
LeDuc
Mechanical Engineering
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Spatial reasoning about mechanical behaviors
2001
International Design Engineering Technical Conferences and Computers and …, 2001
3
_X2eOeQAAAAJ:b0M2c_1WBrUC
LeDuc
Mechanical Engineering
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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
_X2eOeQAAAAJ:VOx2b1Wkg3QC
LeDuc
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
LeDuc
Mechanical Engineering
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Structural design using laplacian shells
2019
Computer Graphics Forum 38 (5), 85-98, 2019
13
_X2eOeQAAAAJ:5Ul4iDaHHb8C
LeDuc
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
LeDuc
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
LeDuc
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
LeDuc
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
LeDuc
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
LeDuc
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
LeDuc
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
_X2eOeQAAAAJ:5awf1xo2G04C
LeDuc
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
LeDuc
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
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LeDuc
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
LeDuc
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
LeDuc
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
LeDuc
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
LeDuc
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
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LeDuc
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
LeDuc
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
LeDuc
Mechanical Engineering
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(Invited) Addressing the Transport Challenges to the Reaching Fundamental Limits of Performance for Ultra-High Current Density PEM Water Electrolyzers
2022
241st ECS Meeting (May 29-June 2, 2022), 2022
0
7zUqi1sAAAAJ:4fGpz3EwCPoC
Litster
Mechanical Engineering
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(Invited) Details Matter: Applying Computed Tomography and X-Ray Imaging to Advancing PEFCs
2020
Electrochemical Society Meeting Abstracts prime2020, 2498-2498, 2020
0
7zUqi1sAAAAJ:oNZyr7d5Mn4C
Litster
Mechanical Engineering
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(Invited) Electrode Transport Resistance Analysis in Proton Exchange Membrane Water Electrolyzers
2024
Electrochemical Society Meeting Abstracts 245, 1744-1744, 2024
0
7zUqi1sAAAAJ:4vMrXwiscB8C
Litster
Mechanical Engineering
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(Invited) Microstructural Modeling of PEFC Catalyst Layer Performance and Durability
2017
Electrochemical Society Meeting Abstracts 232, 1374-1374, 2017
5
7zUqi1sAAAAJ:tkaPQYYpVKoC
Litster
Mechanical Engineering
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(Invited) Porous Electrode Engineering for Platinum Group Metal-Free Oxygen Reduction Reaction Catalysts
2017
Electrochemical Society Meeting Abstracts 231, 1639-1639, 2017
0
7zUqi1sAAAAJ:4MWp96NkSFoC
Litster
Mechanical Engineering
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(Invited) Progress Towards High Power Density and Durable PEFCs with PGM-Free Cathodes
2019
Electrochemical Society Meeting Abstracts 235, 1811-1811, 2019
0
7zUqi1sAAAAJ:ML0RJ9NH7IQC
Litster
Mechanical Engineering
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3D imaging of fuel cell electrode structure degraded under cell voltage reversal conditions using nanoscale X-ray computed tomography
2015
ECS Transactions 69 (17), 443, 2015
30
7zUqi1sAAAAJ:XiSMed-E-HIC
Litster
Mechanical Engineering
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A computational study to investigate the effects of the bipolar plate and gas diffusion layer interface in polymer electrolyte fuel cells
2015
International Journal of Hydrogen Energy 40 (22), 7124-7134, 2015
15
7zUqi1sAAAAJ:KxtntwgDAa4C
Litster
Mechanical Engineering
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A critical review of modeling transport phenomena in polymer-electrolyte fuel cells
2014
Journal of The Electrochemical Society 161 (12), F1254, 2014
654
7zUqi1sAAAAJ:b0M2c_1WBrUC
Litster
Mechanical Engineering
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A method for quantitative 3D mesoscale analysis of solid oxide fuel cell microstructures using Xe-plasma focused ion beam (PFIB) coupled with SEM
2017
ECS Transactions 78 (1), 2159, 2017
23
7zUqi1sAAAAJ:WA5NYHcadZ8C
Litster
Mechanical Engineering
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A two-liquid electroosmotic pump for portable drug delivery systems
2007
ASME International Mechanical Engineering Congress and Exposition 4305, 963-964, 2007
6
7zUqi1sAAAAJ:eQOLeE2rZwMC
Litster
Mechanical Engineering
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A two-liquid electroosmotic pump using low applied voltage and power
2010
Sensors and Actuators A: Physical 163 (1), 311-314, 2010
42
7zUqi1sAAAAJ:Y0pCki6q_DkC
Litster
Mechanical Engineering
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A two-phase model for studying the role of microporous layer and catalyst layer interface on polymer electrolyte fuel cell performance
2013
international journal of hydrogen energy 38 (22), 9297-9309, 2013
66
7zUqi1sAAAAJ:M3NEmzRMIkIC
Litster
Mechanical Engineering
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A-2.2 Imaging
2018
AiMES 2018 Meeting (September 30-October 4, 2018), 2018
0
7zUqi1sAAAAJ:EkHepimYqZsC
Litster
Mechanical Engineering
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A-22 Catalyst Layer 2
2017
232nd ECS Meeting (October 1-5, 2017),, 2017
0
7zUqi1sAAAAJ:Ug5p-4gJ2f0C
Litster
Mechanical Engineering
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A-3.1 Catalyst Layer 1
2018
AiMES 2018 Meeting (September 30-October 4, 2018), 2018
0
7zUqi1sAAAAJ:XoXfffV-tXoC
Litster
Mechanical Engineering
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Active water management at the cathode of a planar air-breathing polymer electrolyte membrane fuel cell using an electroosmotic pump
2010
Journal of Power Sources 195 (11), 3640-3644, 2010
52
7zUqi1sAAAAJ:LkGwnXOMwfcC
Litster
Mechanical Engineering
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Active water management for PEM fuel cells
2007
Journal of the Electrochemical Society 154 (10), B1049, 2007
117
7zUqi1sAAAAJ:d1gkVwhDpl0C
Litster
Mechanical Engineering
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Active water management for proton exchange membrane fuel cells using integrated wicks and electroosmotic pumps
2008
Stanford University, 2008
1
7zUqi1sAAAAJ:kNdYIx-mwKoC
Litster
Mechanical Engineering
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Addressing Transport Losses in Low-Pt and Pt-Free PEM Fuel Cell Cathodes (Invited)
2018
2018 AIChE Annual Meeting, 2018
0
7zUqi1sAAAAJ:PR6Y55bgFSsC
Litster
Mechanical Engineering
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Advanced PGM-free cathode engineering for high power density and durability
2021
Carnegie Mellon Univ., Pittsburgh, PA (United States), 2021
23
7zUqi1sAAAAJ:uWiczbcajpAC
Litster
Mechanical Engineering
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Air contamination of platinum-group metal-free fuel cell cathodes with atomically dispersed iron active sites
2023
Applied Energy 349, 121617, 2023
2
7zUqi1sAAAAJ:WJVC3Jt7v1AC
Litster
Mechanical Engineering
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An Analytical Model of the Membrane Electrode Assembly in a PEMFC
2005
International Conference on Fuel Cell Science, Engineering and Technology …, 2005
0
7zUqi1sAAAAJ:4TOpqqG69KYC
Litster
Mechanical Engineering
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An Operando Voltage Sensor for a Gas Recombination Catalyst within a Proton Exchange Membrane Water Electrolyzer Cell
2025
247th ECS Meeting (May 18-22, 2025), 2025
0
7zUqi1sAAAAJ:F9fV5C73w3QC
Litster
Mechanical Engineering
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An Oxygen Flux Interrupt Method and In Situ Micro-Sensor for Characterizing Oxygen Transport in PEFCs
2013
ECS Transactions 50 (2), 269, 2013
2
7zUqi1sAAAAJ:-f6ydRqryjwC
Litster
Mechanical Engineering
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An electro-osmotic fuel pump for direct methanol fuel cells
2007
Electrochemical and Solid-State Letters 10 (11), B196, 2007
59
7zUqi1sAAAAJ:IjCSPb-OGe4C
Litster
Mechanical Engineering
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Atomically dispersed iron sites with a nitrogen–carbon coating as highly active and durable oxygen reduction catalysts for fuel cells
2022
Nature Energy 7 (7), 652-663, 2022
463
7zUqi1sAAAAJ:8d8msizDQcsC
Litster
Mechanical Engineering
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B-21 Electrode/cell Analysis and Impurities
2017
232nd ECS Meeting (October 1-5, 2017),, 2017
0
7zUqi1sAAAAJ:LI9QrySNdTsC
Litster
Mechanical Engineering
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Catalyst Layer Analysis: Nanoscale X-ray CT, Spatially-Resolved In Situ Microscale Diagnostics, and Modeling
2011
ECS Transactions 41 (1), 409, 2011
9
7zUqi1sAAAAJ:hC7cP41nSMkC
Litster
Mechanical Engineering
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