Abelardo Montesinos‐López

centro universitario de ciencias exactas e ingenierias

29H指数

133论文数

4.1K被引数

收录论文 25

发表时间

AI Agents and Agentic AI in plant breeding: new frontiers, opportunities and challenges 人工智能代理和代理式AI在植物育种中的应用：新前沿、机遇与挑战

Frontiers in Genetics

IF2.8

2026-09-29

OAAI

PV Paolo Vitale; DB Deepak Bhaskar Acharya; GG Guillermo Gerard; SD Susanne Dreisigacker; OA Osval A. Montesinos-López; AM Abelardo Montesinos-López; RO Rodomiro Ortiz; JC José Crossa

A novel matrix multiplication framework for modeling genotype-by-environment interaction in genomic prediction 一种新型矩阵乘法框架，用于基因组预测中的基因型-环境互作建模

Frontiers in Genetics

IF2.8

2026-09-29

OAAI

OA Osval A. Montesinos-López; AM Abelardo Montesinos-López; CM Cricelio Montesinos-Lopez; JC José Crossa; JC Jaime Cuevas; SD Susanne Dreisigacker; CM Carlos M. Hernández Suárez; RO Rodomiro Ortiz

Integration of physiological and remote sensing traits for improved genomic prediction of wheat yield 生理和遥感性状的整合以改进小麦产量的基因组预测

The Plant Genome

IF0

2025-09-04

OAAI

Guillermo García-Barrios; Carlos A. Robles-Zazueta; Abelardo Montesinos-López; Osval A. Montesinos-López; Matthew P. Reynolds; Susanne Dreisigacker; José A. Carrillo-Salazar; Liana G. Acevedo-Siaca; Margarita Guerra-Lugo; Gilberto Thompson; José A. Pecina-Martínez; José Crossa

Optimizing genomic prediction with transfer learning under a ridge regression framework 在岭回归框架下利用迁移学习优化基因组预测

The Plant Genome

IF0

2025-07-17

OAAI

Osval A. Montesinos-López; Eduardo A. Barajas-Ramirez; Josafhat Salinas-Ruiz; Abelardo Montesinos-López; Guillermo Gerard; Paolo Vitale; Susanne Dreisigacker; Carolina Saint Pierre; José Crossa

GBLUP Outperforms Quantile Mapping and Outlier Detection for Enhanced Genomic Prediction GBLUP 在增强基因组预测方面优于分位数映射和异常值检测

INTERNATIONAL JOURNAL OF MOLECULAR SCIENCES

IF4.9

2025-04-11

OAAI

Montesinos-Lopez, Osval Antonio; Crossa, Jose; Vitale, Paolo; Gerard, Guillermo; Crespo-Herrera, Leonardo; Dreisigacker, Susanne; Pierre, Carolina Saint; Posadas, Luis G.; Agbona, Afolabi; Buenrostro-Mariscal, Raymundo; Montesinos-Lopez, Abelardo; Chawade, Aakash

A graph model for genomic prediction in the context of a linear mixed model framework

PLANT GENOME

IF3.8

2024-10-07

OAAI

Montesinos-Lopez, Osval A.; Prado, Gloria Isabel Huerta; Montesinos-Lopez, Jose Cricelio; Montesinos-Lopez, Abelardo; Crossa, Jose

Feature engineering of environmental covariates improves plant genomic-enabled prediction

FRONTIERS IN PLANT SCIENCE

IF4.8

2024-05-15

OAAI

Montesinos-Lopez, Osval A.; Crespo-Herrera, Leonardo; Saint Pierre, Carolina; Cano-Paez, Bernabe; Isabel Huerta-Prado, Gloria; Alejandro Mosqueda-Gonzalez, Brandon; Ramos-Pulido, Sofia; Gerard, Guillermo; Alnowibet, Khalid; Fritsche-Neto, Roberto; Montesinos-Lopez, Abelardo; Crossa, Jose

Deep learning methods improve genomic prediction of wheat breeding

FRONTIERS IN PLANT SCIENCE

IF4.8

2024-03-04

OAAI

Montesinos-Lopez, Abelardo; Crespo-Herrera, Leonardo; Dreisigacker, Susanna; Gerard, Guillermo; Vitale, Paolo; Saint Pierre, Carolina; Govindan, Velu; Tarekegn, Zerihun Tadesse; Flores, Moises Chavira; Perez-Rodriguez, Paulino; Ramos-Pulido, Sofia; Lillemo, Morten; Li, Huihui; Montesinos-Lopez, Osval A.; Crossa, Jose

A novel method for genomic-enabled prediction of cultivars in new environments

FRONTIERS IN PLANT SCIENCE

IF4.8

2023-07-25

OAAI

Montesinos-Lopez, Osval A. A.; Ramos-Pulido, Sofia; Hernandez-Suarez, Carlos Moises; Gonzalez, Brandon Alejandro Mosqueda; Valladares-Anguiano, Felicitas Alejandra; Vitale, Paolo; Montesinos-Lopez, Abelardo; Crossa, Jose

Partial least squares enhance multi-trait genomic prediction of potato cultivars in new environments

SCIENTIFIC REPORTS

IF3.9

2023-06-19

OAAI

Ortiz, Rodomiro; Reslow, Fredrik; Montesinos-Lopez, Abelardo; Huicho, Jose; Perez-Rodriguez, Paulino; Montesinos-Lopez, Osval A.; Crossa, Jose

Efficacy of plant breeding using genomic information

PLANT GENOME

IF3.8

2023-05-04

OAAI

Montesinos-Lopez, Osval A.; Bentley, Alison R.; Pierre, Carolina Saint; Crespo-Herrera, Leonardo; Rebollar-Ruellas, Leonardo; Valladares-Celis, Patricia Edwigis; Lillemo, Morten; Montesinos-Lopez, Abelardo; Crossa, Jose

Two simple methods to improve the accuracy of the genomic selection methodology

BMC GENOMICS

IF3.7

2023-04-26

OAAI

Montesinos-Lopez, Osval A.; Kismiantini, Abelardo; Montesinos-Lopez, Abelardo

Sparse multi-trait genomic prediction under balanced incomplete block design

PLANT GENOME

IF3.8

2023-02-22

OAAI

Montesinos-Lopez, Osval A.; Mosqueda-Gonzalez, Brandon A.; Salinas-Ruiz, Josafat; Montesinos-Lopez, Abelardo; Crossa, Jose

Comparing gradient boosting machine and Bayesian threshold BLUP for genome-based prediction of categorical traits in wheat breeding

PLANT GENOME

IF3.8

2022-05-10

OAAI

Antonio Montesinos-Lopez, Osval; Nicole Gonzalez, Henry; Montesinos-Lopez, Abelardo; Daza-Torres, Maria; Lillemo, Morten; Cricelio Montesinos-Lopez, Jose; Crossa, Jose

Using an incomplete block design to allocate lines to environments improves sparse genome-based prediction in plant breeding

PLANT GENOME

IF3.8

2022-02-16

OAAI

Antonio Montesinos-Lopez, Osval; Montesinos-Lopez, Abelardo; Acosta, Ricardo; Varshney, Rajeev K.; Bentley, Alison; Crossa, Jose

Application of a Poisson deep neural network model for the prediction of count data in genome-based prediction

PLANT GENOME

IF3.8

2021-07-29

OAAI

Montesinos-Lopez, Osval A.; Montesinos-Lopez, Jose C.; Salazar, Eduardo; Alberto Barron, Jose; Montesinos-Lopez, Abelardo; Buenrostro-Mariscal, Raymundo; Crossa, Jose

Deep-learning power and perspectives for genomic selection

PLANT GENOME

IF3.8

2021-07-26

OAAI

Antonio Montesinos-Lopez, Osval; Montesinos-Lopez, Abelardo; Moises Hernandez-Suarez, Carlos; Alberto Barron-Lopez, Jose; Crossa, Jose

The Modern Plant Breeding Triangle: Optimizing the Use of Genomics, Phenomics, and Enviromics Data

FRONTIERS IN PLANT SCIENCE

IF4.8

2021-04-16

104

OAAI

Crossa, Jose; Fritsche-Neto, Roberto; Montesinos-Lopez, Osval A.; Costa-Neto, Germano; Dreisigacker, Susanne; Montesinos-Lopez, Abelardo; Bentley, Alison R.

A guide for kernel generalized regression methods for genomic-enabled prediction

HEREDITY

IF3.9

2021-03-01

OAAI

Montesinos-Lopez, Abelardo; Montesinos-Lopez, Osval Antonio; Montesinos-Lopez, Jose Cricelio; Flores-Cortes, Carlos Alberto; de la Rosa, Roberto; Crossa, Jose

A review of deep learning applications for genomic selection

BMC GENOMICS

IF3.7

2021-01-06

178

OAAI

Montesinos-Lopez, Osval Antonio; Montesinos-Lopez, Abelardo; Perez-Rodriguez, Paulino; Barron-Lopez, Jose Alberto; Martini, Johannes W. R.; Fajardo-Flores, Silvia Berenice; Gaytan-Lugo, Laura S.; Santana-Mancilla, Pedro C.; Crossa, Jose

研究方向