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Custom-IP for Gradient Descent Optimization based on Hardware/Software Co-design Paradigm
Shabarinath, B B, Muralidhar, P.
Published in 2020 24th International Symposium on VLSI Design and Test (VDAT) (01.07.2020)
Published in 2020 24th International Symposium on VLSI Design and Test (VDAT) (01.07.2020)
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Conference Proceeding
Predicting densities and elastic moduli of SiO2-based glasses by machine learning
Hu, Yong-Jie, Zhao, Ge, Zhang, Mingfei, Bin, Bin, Del Rose, Tyler, Zhao, Qian, Zu, Qun, Chen, Yang, Sun, Xuekun, de Jong, Maarten, Qi, Liang
Published in npj computational materials (20.03.2020)
Published in npj computational materials (20.03.2020)
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Journal Article
Prediction of gas hydrate saturation using machine learning and optimal set of well-logs
Singh, Harpreet, Seol, Yongkoo, Myshakin, Evgeniy M.
Published in Computational geosciences (01.02.2021)
Published in Computational geosciences (01.02.2021)
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Journal Article
NBS-Predict: A prediction-based extension of the network-based statistic
Serin, Emin, Zalesky, Andrew, Matory, Adu, Walter, Henrik, Kruschwitz, Johann D.
Published in NeuroImage (Orlando, Fla.) (01.12.2021)
Published in NeuroImage (Orlando, Fla.) (01.12.2021)
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Journal Article
Machine learning algorithms for outcome prediction in (chemo)radiotherapy: An empirical comparison of classifiers
Deist, Timo M., Dankers, Frank J. W. M., Valdes, Gilmer, Wijsman, Robin, Hsu, I‐Chow, Oberije, Cary, Lustberg, Tim, Soest, Johan, Hoebers, Frank, Jochems, Arthur, El Naqa, Issam, Wee, Leonard, Morin, Olivier, Raleigh, David R., Bots, Wouter, Kaanders, Johannes H., Belderbos, José, Kwint, Margriet, Solberg, Timothy, Monshouwer, René, Bussink, Johan, Dekker, Andre, Lambin, Philippe
Published in Medical physics (Lancaster) (01.07.2018)
Published in Medical physics (Lancaster) (01.07.2018)
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Journal Article
Machine learning models in electronic health records can outperform conventional survival models for predicting patient mortality in coronary artery disease
Steele, Andrew J., Denaxas, Spiros C., Shah, Anoop D., Hemingway, Harry, Luscombe, Nicholas M.
Published in PloS one (31.08.2018)
Published in PloS one (31.08.2018)
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Journal Article
Machine learning outperformed logistic regression classification even with limit sample size: A model to predict pediatric HIV mortality and clinical progression to AIDS
Domínguez-Rodríguez, Sara, Serna-Pascual, Miquel, Oletto, Andrea, Barnabas, Shaun, Zuidewind, Peter, Dobbels, Els, Danaviah, Siva, Behuhuma, Osee, Lain, Maria Grazia, Vaz, Paula, Fernández-Luis, Sheila, Nhampossa, Tacilta, Lopez-Varela, Elisa, Otwombe, Kennedy, Liberty, Afaaf, Violari, Avy, Maiga, Almoustapha Issiaka, Rossi, Paolo, Giaquinto, Carlo, Kuhn, Louise, Rojo, Pablo, Tagarro, Alfredo
Published in PloS one (14.10.2022)
Published in PloS one (14.10.2022)
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Journal Article
Predicting superhard materials via a machine learning informed evolutionary structure search
Avery, Patrick, Wang, Xiaoyu, Oses, Corey, Gossett, Eric, Proserpio, Davide M., Toher, Cormac, Curtarolo, Stefano, Zurek, Eva
Published in npj computational materials (03.09.2019)
Published in npj computational materials (03.09.2019)
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Journal Article
Machine Learning-Based Seafloor Seismic Prestack Inversion
Liu, Yangting, Zhong, Yu
Published in IEEE transactions on geoscience and remote sensing (01.05.2021)
Published in IEEE transactions on geoscience and remote sensing (01.05.2021)
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Journal Article
A data driven efficient framework for the probabilistic slope stability analysis of Pakhi landslide, Garhwal Himalaya
Falae, Philips Omowumi, Agarwal, Ekansh, Pain, Anindya, Dash, Rajesh Kumar, Kanungo, Debi Prasanna
Published in Journal of Earth System Science (01.09.2021)
Published in Journal of Earth System Science (01.09.2021)
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Journal Article
Contribution of Fluid Substitution and Cheetah Optimizer Algorithm in Predicting Rock-Physics Parameters of Gas-Bearing Reservoirs in the Eastern Mediterranean Sea, Egypt
Abd Elaziz, Mohamed, Ghoneimi, Ashraf, Nabih, Muhammad, Bakry, Ahmed, Al-Betar, Mohammed Azmi
Published in Natural resources research (New York, N.Y.) (01.10.2023)
Published in Natural resources research (New York, N.Y.) (01.10.2023)
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Journal Article
Data-Driven Predictive Modeling of Lithofacies and Fe In-Situ Grade in the Assen Fe Ore Deposit of the Transvaal Supergroup (South Africa) and Implications on the Genesis of Banded Iron Formations
Nwaila, Glen T., Zhang, Steven E., Bourdeau, Julie E., Negwangwatini, Elekanyani, Rose, Derek H., Burnett, Mark, Ghorbani, Yousef
Published in Natural resources research (New York, N.Y.) (01.10.2022)
Published in Natural resources research (New York, N.Y.) (01.10.2022)
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Journal Article
Machine learning regression algorithms for predicting muscle, bone, carcass fat and commercial cuts in hairless lambs
Monteiro, Samanta do Nascimento, Pereira, Alinne Andrade, Freitas, Carolina Sarmanho, Serrão, Gabriel Xavier, de Sousa, Marco Antônio Paula, Lima, Alyne Cristina Sodré, Daher, Luciara Celi da Silva Chaves, Rodrigues, Thomaz Cyro Guimarães de Carvalho, da Silva, Welligton Conceição, da Silva, Éder Bruno Rebelo, Silva, André Guimarães Maciel e, Bezerra da Silva, Andréia Santana, Silva, Jamile Andréa Rodrigues da, Lourenco-Junior, José de Brito
Published in Small ruminant research (01.07.2024)
Published in Small ruminant research (01.07.2024)
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Journal Article
Fast geostatistical seismic inversion coupling machine learning and Fourier decomposition
Nunes, Ruben, Azevedo, Leonardo, Soares, Amílcar
Published in Computational geosciences (01.10.2019)
Published in Computational geosciences (01.10.2019)
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Journal Article