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Cristina Garcia-Cardona
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Fundamental aspects of spark plasma sintering: II. Finite element analysis of scalability
EA Olevsky, C Garcia‐Cardona, WL Bradbury, CD Haines, DG Martin, ...
Journal of the American Ceramic Society 95 (8), 2414-2422, 2012
1412012
Multiclass data segmentation using diffuse interface methods on graphs
C Garcia-Cardona, E Merkurjev, AL Bertozzi, A Flenner, AG Percus
IEEE transactions on pattern analysis and machine intelligence 36 (8), 1600-1613, 2014
1232014
Convolutional dictionary learning: A comparative review and new algorithms
C Garcia-Cardona, B Wohlberg
IEEE Transactions on Computational Imaging 4 (3), 366-381, 2018
1192018
Crossing the mesoscale no-man’s land via parallel kinetic Monte Carlo
S Plimpton, MC Corbett Battaile, L Holm, A Thompson, V Tikare, ...
1112009
Predicting tumor cell line response to drug pairs with deep learning
F Xia, M Shukla, T Brettin, C Garcia-Cardona, J Cohn, JE Allen, S Maslov, ...
BMC bioinformatics 19 (18), 71-79, 2018
772018
Candle/supervisor: A workflow framework for machine learning applied to cancer research
JM Wozniak, R Jain, P Balaprakash, J Ozik, NT Collier, J Bauer, F Xia, ...
BMC bioinformatics 19 (18), 59-69, 2018
682018
Localized overheating phenomena and optimization of spark-plasma sintering tooling design
D Giuntini, EA Olevsky, C Garcia-Cardona, AL Maximenko, MS Yurlova, ...
Materials 6 (7), 2612-2632, 2013
652013
Diffuse interface methods for multiclass segmentation of high-dimensional data
E Merkurjev, C Garcia-Cardona, AL Bertozzi, A Flenner, AG Percus
Applied Mathematics Letters 33, 29-34, 2014
412014
Kernel based method for segmentation and modeling of magnetic resonance images
C García, JA Moreno
Ibero-American Conference on Artificial Intelligence, 636-645, 2004
382004
Online convolutional dictionary learning
J Liu, C Garcia-Cardona, B Wohlberg, W Yin
2017 IEEE International Conference on Image Processing (ICIP), 1707-1711, 2017
372017
First-and second-order methods for online convolutional dictionary learning
J Liu, C Garcia-Cardona, B Wohlberg, W Yin
SIAM Journal on Imaging Sciences 11 (2), 1589-1628, 2018
332018
Convolutional dictionary learning
C Garcia-Cardona, B Wohlberg
arXiv preprint arXiv:1709.02893, 2017
292017
On sintering stress in complex powder compacts
CG Cardona, V Tikare, BR Patterson, E Olevsky
Journal of the American Ceramic Society 95 (8), 2372-2382, 2012
272012
Subproblem coupling in convolutional dictionary learning
C Garcia-Cardona, B Wohlberg
2017 IEEE International Conference on Image Processing (ICIP), 1697-1701, 2017
262017
Spectral clustering with epidemic diffusion
LM Smith, K Lerman, C Garcia-Cardona, AG Percus, R Ghosh
Physical Review E 88 (4), 042813, 2013
252013
Parallel simulation of 3D sintering
C Garcia Cardona, V Tikare, SJ Plimpton
International Journal of Computational Materials Science and Surface …, 2011
252011
The hopfield associative memory network: Improving performance with the kernel “trick”
C García, JA Moreno
Ibero-American Conference on Artificial Intelligence, 871-880, 2004
252004
Fundamentals of spark-plasma sintering: applications to net-shaping of high strength temperature resistant components
E Olevsky, E Khaleghi, C Garcia, W Bradbury
Materials Science Forum 654, 412-415, 2010
232010
Multiclass diffuse interface models for semi-supervised learning on graphs
C Garcia-Cardona, A Flenner, AG Percus
arXiv preprint arXiv:1212.0945, 2012
172012
Multiclass semi-supervised learning on graphs using Ginzburg-Landau functional minimization
C Garcia-Cardona, A Flenner, AG Percus
Pattern Recognition Applications and Methods, 119-135, 2015
152015
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