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Page 1
Variability in neural networks.
Kick DR, Schulz DJ. Kick DR, et al. Elife. 2018 Jan 18;7:e34153. doi: 10.7554/eLife.34153. Elife. 2018. PMID: 29345615 Free PMC article.
Yield prediction through integration of genetic, environment, and management data through deep learning.
Kick DR, Wallace JG, Schnable JC, Kolkman JM, Alaca B, Beissinger TM, Edwards J, Ertl D, Flint-Garcia S, Gage JL, Hirsch CN, Knoll JE, de Leon N, Lima DC, Moreta DE, Singh MP, Thompson A, Weldekidan T, Washburn JD. Kick DR, et al. G3 (Bethesda). 2023 Apr 11;13(4):jkad006. doi: 10.1093/g3journal/jkad006. G3 (Bethesda). 2023. PMID: 36625555 Free PMC article.
Studying gap junctions with PARIS.
Kick DR, Schulz DJ. Kick DR, et al. Elife. 2019 Mar 1;8:e45207. doi: 10.7554/eLife.45207. Elife. 2019. PMID: 30821688 Free PMC article.
Global genotype by environment prediction competition reveals that diverse modeling strategies can deliver satisfactory maize yield estimates.
Washburn JD, Varela JI, Xavier A, Chen Q, Ertl D, Gage JL, Holland JB, Lima DC, Romay MC, Lopez-Cruz M, de Los Campos G, Barber W, Zimmer C, Trucillo Silva I, Rocha F, Rincent R, Ali B, Hu H, Runcie DE, Gusev K, Slabodkin A, Bax P, Aubert J, Gangloff H, Mary-Huard T, Vanrenterghem T, Quesada-Traver C, Yates S, Ariza-Suárez D, Ulrich A, Wyler M, Kick DR, Bellis ES, Causey JL, Soriano Chavez E, Wang Y, Piyush V, Fernando GD, Hu RK, Kumar R, Timon AJ, Venkatesh R, Segura Abá K, Chen H, Ranaweera T, Shiu SH, Wang P, Gordon MJ, Amos BK, Busato S, Perondi D, Gogna A, Psaroudakis D, Chen CJ, Al-Mamun HA, Danilevicz MF, Upadhyaya SR, Edwards D, de Leon N. Washburn JD, et al. Among authors: kick dr. Genetics. 2025 Feb 5;229(2):iyae195. doi: 10.1093/genetics/iyae195. Genetics. 2025. PMID: 39576009
Global Genotype by Environment Prediction Competition Reveals That Diverse Modeling Strategies Can Deliver Satisfactory Maize Yield Estimates.
Washburn JD, Varela JI, Xavier A, Chen Q, Ertl D, Gage JL, Holland JB, Lima DC, Romay MC, Lopez-Cruz M, de Los Campos G, Barber W, Zimmer C, Silva IT, Rocha F, Rincent R, Ali B, Hu H, Runcie DE, Gusev K, Slabodkin A, Bax P, Aubert J, Gangloff H, Mary-Huard T, Vanrenterghem T, Quesada-Traver C, Yates S, Ariza-Suárez D, Ulrich A, Wyler M, Kick DR, Bellis ES, Causey JL, Chavez ES, Wang Y, Piyush V, Fernando GD, Hu RK, Kumar R, Timon AJ, Venkatesh R, Abá KS, Chen H, Ranaweera T, Shiu SH, Wang P, Gordon MJ, Amos BK, Busato S, Perondi D, Gogna A, Psaroudakis D, Chen CPJ, Al-Mamun HA, Danilevicz MF, Upadhyaya SR, Edwards D, de Leon N. Washburn JD, et al. Among authors: kick dr. bioRxiv [Preprint]. 2024 Sep 19:2024.09.13.612969. doi: 10.1101/2024.09.13.612969. bioRxiv. 2024. Update in: Genetics. 2025 Feb 5;229(2):iyae195. doi: 10.1093/genetics/iyae195. PMID: 39345633 Free PMC article. Updated. Preprint.