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Article

A general-purpose machine learning r library for sparse kernels methods with an application for genome-based prediction

Montesinos-Lopez, O.A.; Mosqueda-Gonzalez, B.A.; Palafox González, A.; Montesinos-Lopez, A.; Crossa, J. (Frontiers, 2022)

Article

A new deep learning calibration method enhances genome-based prediction of continuous crop traits

Montesinos-Lopez, O.A.; Montesinos-Lopez, A.; Mosqueda-Gonzalez, B.A.; Bentley, A.R.; Lillemo, M.; Varshney, R.K.; Crossa, J. (Frontiers, 2021)

Article

Approximate genome-based kernel models for large data sets including main effects and interactions

Cuevas, J.; Montesinos-Lopez, O.A.; Martini, J.W.R.; Perez-Rodriguez, P.; Lillemo, M.; Crossa, J. (Frontiers, 2020)

Article

Characterization of genetic diversity and genome-wide association mapping of three agronomic traits in Qingke barley (Hordeum Vulgare L.) in the Qinghai-Tibet Plateau

Zhiyong Li; Lhundrup, N.; Ganggang Guo; Dol, K.; Panpan Chen; Liyun Gao; Wangmo Chemi; Jing Zhang; Jiankang Wang; Tashi Nyema; Dondrup Dawa; Huihui Li (Frontiers, 2020)

Article

CRISPR for accelerating genetic gains in under-utilized crops of the drylands: Progress and prospects

Sharma, K.K.; Palakolanu, S.R.; Bhattacharya, J.; Shankhapal, A.R.; Bhatnagar-Mathur, P. (Frontiers, 2022)

Article

Decomposing additive genetic variance revealed novel insights into trait evolution in synthetic hexaploid wheat

Jighly, A.; Joukhadar, R.; Sukhwinder-Singh; Ogbonnaya, F.C. (Frontiers, 2018)

Article

Deep kernel and deep learning for genome-based prediction of single traits in multienvironment breeding trials

Crossa, J.; Martini, J.W.R.; Gianola, D.; Perez-Rodriguez, P.; Jarquín, D.; JULIANA P.; Montesinos-Lopez, O.A.; Cuevas, J. (Frontiers, 2019)

Article

Enhancing hybrid prediction in pearl millet using genomic and/or multi-environment phenotypic information of inbreds

Jarquín, D.; Howard, R.; Zhikai Liang; Shashi K. Gupta; Schnable, J.C.; Crossa, J. (Frontiers Media, 2020)

Article

Exploring the genetic diversity and population structure of wheat landrace population conserved at ICARDA genebank

Tehseen, M.M.; Tonk, F.A.; Tosun, M.; Istipliler, D.; Amri, A.; Sansaloni, C.; Kurtulus, E.; Mubarik, M.S.; Nazari, K. (Frontiers Media S.A., 2022)

Article

Genome-wide association mapping and genomic prediction of anther extrusion in CIMMYT hybrid wheat breeding program via modeling pedigree, genomic relationship, and interaction with the environment

Adhikari, A.; Basnet, B.R.; Crossa, J.; Dreisigacker, S.; Camarillo-Castillo, F.; Bhati, P.K.; Jarquin, D.; Yann Manes; Ibrahim, A.M.H. (Frontiers Media, 2020)

Article

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