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Samantha Daly

university of california

36H-index
117Paper Count
3.5KCitation Count
Published Papers 47
Publication Date
Integrated experiment and simulation co-design: A key infrastructure for predictive mesoscale materials modeling
err2025-08-30
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PREAI
errShailendra Joshi; Ashley Bucsek; Darren C. Pagan; Samantha Daly; Suraj Ravindran; Jaime Marian; Miguel A. Bessa; Surya R. Kalidindi; Nikhil C. Admal; Celia Reina; Somnath Ghosh; James A. Warren; Jorge Viñals; Ellad B. Tadmor
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Machine learning based damage identification in SiC/SiC composites from acoustic emissions using autoencoders
err2024-12-01
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PREAI
errMuir, C.; Gibson, T.; Hilmas, A.; Almansour, A. S.; Sevener, K.; Kiser, J. D.; Pollock, T. M.; Daly, S.; Smith, C.
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Acoustic Emission in Ceramic Matrix Composites
err2024-04-26
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PREAI
errTulshibagwale, Nikhil; Brodnik, Neal; Muir, Caelin; Hilmas, Ashley; Kiser, James D.; Smith, Craig E.; Almansour, Amjad S.; Presby, Michael J.; Daly, Samantha
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Q-RBSA: high-resolution 3D EBSD map generation using an efficient quaternion transformer network
err2024-01-30
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errOAAI
errJangid, Devendra K.; Brodnik, Neal R.; Echlin, McLean P.; Gudavalli, Chandrakanth; Levenson, Connor; Pollock, Tresa M.; Daly, Samantha H.; Manjunath, B. S.
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Dark field X-ray microscopy below liquid-helium temperature: The case of NaMnO2
err2023-10-01
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errOAAI
errPlumb, Jayden; Poudyal, Ishwor; Dally, Rebecca L.; Daly, Samantha; Wilson, Stephen D.; Islam, Zahir
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In situ crack opening displacement growth rates of SiC/SiC ceramic matrix minicomposites
err2023-08-01
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errOAAI
errMuir, C.; Swaminathan, B.; Musaffar, A. K.; Mccarthy, N. R.; Almansour, A. S.; Pollock, T. M.; Kiser, J. D.; Smith, C.; Daly, S.; Sevener, K.
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Perspective: Machine learning in experimental solid mechanics
err2023-04-01
err37
errOAAI
errBrodnik, N. R.; Muir, C.; Tulshibagwale, N.; Rossin, J.; Echlin, M. P.; Hamel, C. M.; Kramer, S. L. B.; Pollock, T. M.; Kiser, J. D.; Smith, C.; Daly, S. H.
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Nondestructive quantification of single crystal elasticity for additively manufactured SB-CoNi-10C, IN625, and Ti64
err2023-04-01
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errOAAI
errRossin, Jeff; Leser, Patrick; Benzing, Jake T.; Torbet, Chris; Dillon, R. Peter; Smith, Stephen; Daly, Samantha; Pollock, Tresa M.
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Adaptable physics-based super-resolution for electron backscatter diffraction maps
err2022-12-15
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errOAAI
errJangid, Devendra K.; Brodnik, Neal R.; Goebel, Michael G.; Khan, Amil; Majeti, SaiSidharth; Echlin, McLean P.; Daly, Samantha H.; Pollock, Tresa M.; Manjunath, B. S.
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Single crystal elastic constants of additively manufactured components determined by resonant ultrasound spectroscopy
err2022-10-01
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errOAAI
errRossin, Jeff; Leser, Patrick; Pusch, Kira; Frey, Carolina; Vogel, Sven C.; Saville, Alec I.; Torbet, Chris; Clarke, Amy J.; Daly, Samantha; Pollock, Tresa M.
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Deformation twinning and detwinning in extruded Mg-4Al: In-situ experiment and crystal plasticity simulation
err2022-08-01
err37
errOAAI
errYaghoobi, Mohammadreza; Chen, Zhe; Murphy-Leonard, Aeriel D.; Sundararaghavan, Veera; Daly, Samantha; Allison, John E.
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Interpreting acoustic energy emission in SiC/SiC minicomposites through modeling of fracture surface areas
err2021-11-01
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errOAAI
errSwaminathan, B.; McCarthy, N. R.; Almansour, A. S.; Sevener, K.; Musaffar, A. K.; Pollock, T. M.; Kiser, J. D.; Daly, S.
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Bayesian inference of elastic constants and texture coefficients in additively manufactured cobalt-nickel superalloys using resonant ultrasound spectroscopy
err2021-11-01
err23
errOAAI
errRossin, Jeff; Leser, Patrick; Pusch, Kira; Frey, Carolina; Murray, Sean P.; Torbet, Chris J.; Smith, Stephen; Daly, Samantha; Pollock, Tresa M.
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A machine learning framework for damage mechanism identification from acoustic emissions in unidirectional SiC/SiC composites
err2021-09-13
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errOAAI
errMuir, C.; Swaminathan, B.; Fields, K.; Almansour, A. S.; Sevener, K.; Smith, C.; Presby, M.; Kiser, J. D.; Pollock, T. M.; Daly, S.
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Damage mechanism identification in composites via machine learning and acoustic emission
err2021-06-24
err74
errOAAI
errMuir, C.; Swaminathan, B.; Almansour, A. S.; Sevener, K.; Smith, C.; Presby, M.; Kiser, J. D.; Pollock, T. M.; Daly, S.
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