Robyn Anderson

发表

Plant Genotype to Phenotype Prediction Using Machine Learning

J. Batley, P. Bayer, M. F. Danilevicz, 2022, Frontiers in Genetics.

Status and advances in mining for blackleg (Leptosphaeria maculans) quantitative resistance (QR) in oilseed rape (Brassica napus)

W. Cowling, D. Edwards, J. Amas, 2021, Theoretical and Applied Genetics.

Climate change and the need for agricultural adaptation.

P. Bayer, D. Edwards, Robyn Anderson, 2020, Current opinion in plant biology.

QTL Genetic Mapping Study for Traits Affecting Meal Quality in Winter Oilseed Rape (Brassica Napus L.)

P. Bayer, D. Edwards, J. Bocianowski, 2021, Genes.

Identification of candidate genes for LepR1 resistance against Leptosphaeria maculans in Brassica napus

P. Bayer, A. P. Van de Wouw, David Edwards, 2023, Frontiers in Plant Science.

Modelling of gene loss propensity in the pangenomes of three Brassica species suggests different mechanisms between polyploids and diploids

Michael S. Barker, G. King, Agnieszka A. Golicz, 2021, Plant biotechnology journal.

RefKA: A fast and efficient long-read genome assembly approach for large and complex genomes

Philipp E. Bayer, Chon-Kit Kenneth Chan, Jacqueline Batley, 2020, bioRxiv.

The application of pangenomics and machine learning in genomic selection in plants

P. Bayer, D. Edwards, M. F. Danilevicz, 2021, The plant genome.

Machine learning models outperform deep learning models, provide interpretation and facilitate feature selection for soybean trait prediction

H. Nguyen, P. Bayer, B. Valliyodan, 2022, BMC Plant Biology.

Genome-Wide Association Studies in Plants

P. Bayer, D. Edwards, Robyn Anderson, 2019, eLS.

Method for Genome-Wide Association Study: A Soybean Example.

Agnieszka A. Golicz, P. Bayer, D. Edwards, 2020, Methods in molecular biology.