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Guillaume Ramstein
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Evolutionarily informed deep learning methods for predicting relative transcript abundance from DNA sequence
JD Washburn, MK Mejia-Guerra, G Ramstein, KA Kremling, R Valluru, ...
Proceedings of the National Academy of Sciences 116 (12), 5542-5549, 2019
1692019
Breaking the curse of dimensionality to identify causal variants in Breeding 4
GP Ramstein, SE Jensen, ES Buckler
Theoretical and Applied Genetics 132 (3), 559-567, 2019
822019
A sorghum practical haplotype graph facilitates genome‐wide imputation and cost‐effective genomic prediction
SE Jensen, JR Charles, K Muleta, PJ Bradbury, T Casstevens, ...
The Plant Genome 13 (1), e20009, 2020
702020
Genome‐wide associations with flowering time in switchgrass using exome‐capture sequencing data
PP Grabowski, J Evans, C Daum, S Deshpande, KW Barry, M Kennedy, ...
New Phytologist 213 (1), 154-169, 2017
572017
Phylogenomic discovery of deleterious mutations facilitates hybrid potato breeding
Y Wu, D Li, Y Hu, H Li, GP Ramstein, S Zhou, X Zhang, Z Bao, Y Zhang, ...
Cell 186 (11), 2313-2328. e15, 2023
502023
Accuracy of Genomic Prediction in Switchgrass (Panicum virgatum L.) Improved by Accounting for Linkage Disequilibrium
GP Ramstein, J Evans, SM Kaeppler, RB Mitchell, KP Vogel, CR Buell, ...
G3: Genes, Genomes, Genetics 6 (4), 1049-1062, 2016
462016
Phylogeny, biogeography and character evolution in the tribe Desmodieae (Fabaceae: Papilionoideae), with special emphasis on the New Caledonian endemic genera
F Jabbour, M Gaudeul, J Lambourdière, G Ramstein, A Hassanin, ...
Molecular Phylogenetics and Evolution 118, 108-121, 2018
422018
Dominance effects and functional enrichments improve prediction of agronomic traits in hybrid maize
GP Ramstein, SJ Larsson, JP Cook, JW Edwards, ES Ersoz, ...
Genetics 215 (1), 215-230, 2020
372020
Predicting phenotypes from genetic, environment, management, and historical data using CNNs
JD Washburn, E Cimen, G Ramstein, T Reeves, P O'Briant, G McLean, ...
Theor. Appl. Genet., 2021
322021
High-resolution genome-wide association study pinpoints metal transporter and chelator genes involved in the genetic control of element levels in maize grain
D Wu, R Tanaka, X Li, GP Ramstein, S Cu, JP Hamilton, CR Buell, ...
G3 11 (4), jkab059, 2021
272021
Breeding for biomass yield in switchgrass using surrogate measures of yield
MD Casler, GP Ramstein
BioEnergy Research 11 (1), 1-12, 2018
222018
Prediction of evolutionary constraint by genomic annotations improves functional prioritization of genomic variants in maize
GP Ramstein, ES Buckler
Genome Biology 23 (1), 183, 2022
202022
Integrating GWAS and TWAS to elucidate the genetic architecture of maize leaf cuticular conductance
M Lin, P Qiao, S Matschi, M Vasquez, GP Ramstein, R Bourgault, ...
Plant Physiology 189 (4), 2144-2158, 2022
202022
Genome-Wide Association Study in Pseudo-F2 Populations of Switchgrass Identifies Genetic Loci Affecting Heading and Anthesis Dates
M Taylor, CE Tornqvist, X Zhao, P Grabowski, R Doerge, J Ma, J Volenec, ...
Frontiers in plant science 9, 1250, 2018
192018
Genome-wide association study based on multiple imputation with low-depth sequencing data: application to biofuel traits in reed canarygrass
GP Ramstein, AE Lipka, F Lu, DE Costich, JH Cherney, ES Buckler, ...
G3: Genes, Genomes, Genetics 5 (5), 891-909, 2015
182015
Extensions of BLUP models for genomic prediction in heterogeneous populations: application in a diverse switchgrass sample
GP Ramstein, MD Casler
G3: Genes, Genomes, Genetics 9 (3), 789-805, 2019
112019
Haplotype associated RNA expression (HARE) improves prediction of complex traits in maize
A Giri, M Khaipho-Burch, ES Buckler, GP Ramstein
PLoS Genet. 17 (10), e1009568, 2021
92021
Utilizing evolutionary conservation to detect deleterious mutations and improve genomic prediction in cassava
EM Long, MC Romay, G Ramstein, ES Buckler, KR Robbins
Frontiers in Plant Science 13, 2023
72023
Candidate Variants for Additive and Interactive Effects on Bioenergy Traits in Switchgrass (Panicum virgatum L.) Identified by Genome‐Wide Association Analyses
GP Ramstein, J Evans, A Nandety, MC Saha, EC Brummer, SM Kaeppler, ...
The plant genome 11 (3), 180002, 2018
72018
Modeling 0.6 million genes for the rational design of functional cis-regulatory variants and de novo design of cis-regulatory sequences
T Li, H Xu, S Teng, M Suo, R Bahitwa, M Xu, Y Qian, GP Ramstein, ...
Proceedings of the National Academy of Sciences 121 (26), e2319811121, 2024
42024
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Articles 1–20