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The development of biological data analysis tools and large language models (LLMs) has opened up new possibilities for utilizing AI in plant science research, with the potential to contribute significantly to knowledge integration and research gap identification.
Hall, D. O. & Rao, K. K. Photosynthesis
1977
Earlier work this paper cites.
Farquhar, G. D., von Caemmerer, S. V. & Berry, J. A. A biochemical model of photosynthetic CO 2 assimilation in leaves of C 3 species. Planta
1980
Earlier work this paper cites.
Langley, P. Scientific discovery: Computational explorations of the creative processes. (MIT Press, 1987)
1987
Earlier work this paper cites.
Tezara, W. M. V. J., Mitchell, V. J., Driscoll, S. D. & Lawlor, D. W. Water stress inhibits plant photosynthesis by decreasing coupling factor and ATP. Nature
1999
Earlier work this paper cites.
Berry, E. A., Guergova-Kuras, M., Huang, L. S. & Crofts, A. R. Structure and function of cytochrome bc complexes. Annu. Rev. Biochem
2000
Earlier work this paper cites.
Xiong, J., Fischer, W. M., Inoue, K., Nakahara, M. & Bauer, C. E. Molecular evidence for the early evolution of photosynthesis. Science
2000
Earlier work this paper cites.
Kitano, H. Systems biology: a brief overview. Science
2002
Earlier work this paper cites.
Sack, L. & Holbrook, N. M. Leaf hydraulics. Annu. Rev. Plant Biol
2006
Earlier work this paper cites.
Bawden, D. & Robinson, L. The dark side of information: overload, anxiety and other paradoxes and pathologies. J. Inf. Sci
2009
Earlier work this paper cites.
Hohmann-Marriott, M. F. & Blankenship, R. E. Evolution of photosynthesis. Annu. Rev. Plant Biol
2011
Earlier work this paper cites.
Furbank, R. T. & Tester, M. Phenomics–technologies to relieve the phenotyping bottleneck. Trends Plant Sci
2011
Earlier work this paper cites.
Parry, M. A. et al. Raising yield potential of wheat. II. Increasing photosynthetic capacity and efficiency. J. Exp. Bot
2011
Earlier work this paper cites.
Yu, J. J., Wang, M. H., Xu, M. & Ho, Y. S. A bibliometric analysis of research papers published on photosynthesis: 1992–2009. Photosynthetica
2012
Earlier work this paper cites.
Marx, V. The big challenges of big data. Nature
2013
Cited alongside, same era.
Keurentjes, J. J., Molenaar, J. & Zwaan, B. J. Predictive modelling of complex agronomic and biological systems. Plant Cell Environ
2013
Cited alongside, same era.
Ambavaram, M. M. et al. Coordinated regulation of photosynthesis in rice increases yield and tolerance to environmental stress. Nat. Commun
2014
Cited alongside, same era.
Wang, L. et al. Comparative analyses of C4 and C3 photosynthesis in developing leaves of maize and rice. Nat. Biotechnol
2014
Cited alongside, same era.
Van Noorden, R. Interdisciplinary research by the numbers. Nature
2015
Cited alongside, same era.
Pankratius, V. et al. Computer-aided discovery: Toward scientific insight generation with machine support. IEEE Intell. Syst
Lee, J. et al. BioBERT: a pre-trained biomedical language representation model for biomedical text mining. Bioinformatics
2020
Later among the works it cites.
Roscher, R., Bohn, B., Duarte, M. F. & Garcke, J. Explainable machine learning for scientific insights and discoveries. IEEE Access
2020
Later among the works it cites.
Bender, E. M., Gebru, T., McMillan-Major, A. & Shmitchell, S. On the dangers of stochastic parrots: Can language models be too big? In Proc. 2021 ACM Conf. Fairness, Accountability, and Transparency
2021
Later among the works it cites.
Taylor, R. et al. Galactica: A large language model for science. arXiv preprint
2022
Later among the works it cites.
Zhu, X.-G. et al. Improving photosynthesis through multidisciplinary efforts: The next frontier of photosynthesis research. Front. Plant Sci
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2016
Cited alongside, same era.
Turbek, S. P. et al. Scientific writing made easy: A step-by-step guide to undergraduate writing in the biological sciences. Bull. Ecol. Soc. Am
2016
Cited alongside, same era.
Mensh, B. & Kording, K. Ten simple rules for structuring papers. PLoS Comput. Biol
2017
Cited alongside, same era.
Fortunato, S. et al. Science of science. Science
2018
Cited alongside, same era.
2018
Cited alongside, same era.
Reich, P. B. et al. Effects of climate warming on photosynthesis in boreal tree species depend on soil moisture. Nature
2018
Cited alongside, same era.
Radford, A. et al. Language models are unsupervised multitask learners. OpenAI blog
2019
Cited alongside, same era.
2022
Later among the works it cites.
Horvath, A., Thomassen, B. & Wydra, H. (Eds.). Breaking boundaries: Varieties of liminality
2022
Later among the works it cites.
Santos, A. et al. A knowledge graph to interpret clinical proteomics data. Nat. Biotechnol
2022
Later among the works it cites.
Thirunavukarasu, A. J. et al. Large language models in medicine. Nat. Med
2023
Later among the works it cites.
Pan, Y. et al. On the risk of misinformation pollution with large language models. arXiv preprint
2023
Later among the works it cites.
Lee, J., Le, T., Chen, J. & Lee, D. Do language models plagiarize?. In Proc. ACM Web Conf. 2023
2023
Later among the works it cites.
Hu, J. et al. Emerging technologies for advancing microalgal photosynthesis and metabolism toward sustainable production. Front. Mar. Sci
2023
Later among the works it cites.
Singhal, K. et al. Large language models encode clinical knowledge. Nature
2023
Later among the works it cites.
Bran, M. et al. Augmenting large language models with chemistry tools. Nat. Mach. Intell
2024
Later among the works it cites.