Cristina García–Cardona

University of Iowa — United States

Materials Science · Physical Sciences

19h-index1.4kcitations84works1.92yr avg
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Research Topics

Machine Learning in Materials Science(10), Nuclear Physics and Applications(10), Sparse and Compressive Sensing Techniques(8), Medical Image Segmentation Techniques(5), Advanced ceramic materials synthesis(5)

Publications83 total

Plug-and-Play Image Restoration with Flow Matching: A Continuous Viewpoint
arXiv (Cornell University)·2025Open Access
Deep Parameter Interpolation for Scalar Conditioning
arXiv (Cornell University)·2025Open Access
Block Decomposition of CAD models using Reinforcement Learning
2025Open Access
Dexamethasone-eluting cochlear implants reduce inflammation and foreign body response in human and murine cochleae
Scientific Reports·2025· 3 citedOpen Access
Plug-and-Play Priors as a Score-Based Method
2025· 2 cited
CIERRE COMPLETO CON SISTEMA DE SUTURA X-TACK DE PERFORACIÓN GÁSTRICA POR DOBLE PIGTAIL EN FISTULA GÁSTRICA SECUNDARIA A GASTROPLASTIA VERTICAL  
2025
Isquemia testicular secundaria a hernia inguino-escrotal en lactante menor de 2 meses
2025
A General Framework for Group Sparsity in Hyperspectral Unmixing Using Endmember Bundles
arXiv (Cornell University)·2025Open Access
Random Walks With Tweedie: A Unified View of Score-Based Diffusion Models [In the Spotlight]
IEEE Signal Processing Magazine·2025
Unrolling Deep Learning End-to-End Method for Phase Retrieval
Association for Women in Mathematics series·2025
TRAINING AND DEPLOYMENT OF A DEEP ABSTAINING CLASSIFIER UNDER FEDERATED LEARNING
UNCECOMP Proceedings·2025Open Access
Graph-Directed Topic Models of Text Documents
Association for Women in Mathematics series·2025
A Comparison Study of Graph Laplacian Computation
Association for Women in Mathematics series·2025
Plug-and-Play Priors as a Score-Based Method
arXiv (Cornell University)·2024Open Access
An Active Learning-Based Streaming Pipeline for Reduced Data Training of Structure Finding Models in Neutron Diffractometry
2024· 1 citedOpen Access
Random Walks with Tweedie: A Unified View of Score-Based Diffusion Models
arXiv (Cornell University)·2024Open Access
Cochlear implants with dexamethasone-eluting electrode arrays reduce foreign body response in a murine model of cochlear implantation and human subjects
2024· 2 citedOpen Access
Supervised Automation of Cell Counting in Confocal Microscopic Cochlear Imaging Datasets Using Macro in Imaris
2024Open Access
Machine learning surrogate for charged particle beam dynamics with space charge based on a recurrent neural network with aleatoric uncertainty
Physical Review Accelerators and Beams·2024· 5 citedOpen Access
Generalized Convolutional Representation for Field Data on Graphs
OSTI OAI (U.S. Department of Energy Office of Scientific and Technical Information)·2024Open Access
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Frequent Co-authors

Brendt Wohlberg(9), Allon G. Percus(9), Arjuna Flenner(8), Thomas Proffen(6), Sudip K. Seal(6), Eugene A. Olevsky(5), Ekaterina Merkurjev(5), Andrea L. Bertozzi(5), Veena Tikare(5), Ramakrishnan Kannan(5), Fangfang Xia(4), Thomas Brettin(4), Rick Stevens(4), Michael T. McCann(4), Travis Johnston(4), Maulik Shukla(3), Judith D. Cohn(3), Jonathan Allen(3), Sergei Maslov(3), James H. Doroshow(3)