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Protein folding using physic-informed learning

Physic-informed learn to folding

Physic-informed learn to design proteins (PhiGDesign). The residue communities, as important evolutionary signatures, would pave a way to engineer protiens for drug development.

How protein folds itself

Coarse-grained folding pathways

AmoAi folding simulation.

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Physic-informed learn to folding

Infer protein 3D structure
References
  • [1] N. J. Cheung, et al., Comput. Struct. Biotechnol. J. 19, 3556–3563 (2022)
  • [2] N. J. Cheung,W. Yu, BMC bioinformatics, 20, 1–11 (2019)
  • [3] J. Desmet, M. D. Maeyer, I Lasters, Nature, 356(6369):539-42, (1992)

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