selected publications
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article
- Brassica napus Panache: A graph pangenome representing presence absence variation across ten B. napus genomes. Agriculture Communications. 2026
- Dissection of local haplotype diversity at soybean rust loci reveals resistance-associated and context-dependent variation patterns in diverse germplasm. Theoretical and Applied Genetics. 2026
- Haplotypes and Machine Learning Improve Genomic Prediction in Brassica napus. Plant Biotechnology Journal. 2026
- Trait Association for Flowering Time in Lentil from Global Multi-Environment Data Using GWAS and Machine Learning. Plants (Basel, Switzerland). 2026
- Brassica Panache. The Plant Genome. 2025
- Exploring Cloned Disease Resistance Gene Homologues and Resistance Gene Analogues in Brassica nigra, Sinapis arvensis, and Sinapis alba: Identification, Characterisation, Distribution, and Evolution. Genes. 2025
- Exploring genomic feature selection: A comparative analysis of GWAS and machine learning algorithms in a large‐scale soybean dataset. The Plant Genome. 2025
- Global genotype by environment prediction competition reveals that diverse modeling strategies can deliver satisfactory maize yield estimates. Genetics. 2025
- HaploVar: an R package for defining local haplotype variants for trait association and trait prediction analyses. Bioinformatics. 2025
- Integrating multi-omics and machine learning for disease resistance prediction in legumes. Theoretical and Applied Genetics. 2025
- Genome-wide identification and prediction of disease resistance genes in Hirschfeldia incana. Agriculture Communications. 2024
- Genomics‐based plant disease resistance prediction using machine learning. Plant Pathology. 2024
- Local haplotyping reveals insights into the genetic control of flowering time variation in wild and domesticated soybean. The Plant Genome. 2024
- Multimodal Deep Learning Integration of Image, Weather, and Phenotypic Data Under Temporal Effects for Early Prediction of Maize Yield. Remote Sensing. 2024
- crosshap: R package for local haplotype visualization for trait association analysis. Bioinformatics. 2023
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chapter
- Genome-Wide Association Study. Legume Genomics. 2026
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document