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Symbolic Regression with Physics-Informed Residual and Structural Sensitivity Pruning

Yunpeng Gong, Chenchen Liu, Sihan Lan, Jun Liao, Can Yang, Jiajing Lin, Min Jiang, Gary G. Yen

IEEE TEVC 2026 · published

DOI

Contribution

Prunes symbolic regressors with physics residuals and sensitivity, yielding cleaner equations.

BibTeX

@article{gong2026symbolic,
  title={Symbolic Regression with Physics-Informed Residual and Structural Sensitivity Pruning},
  author={Gong, Yunpeng and Liu, Chenchen and Lan, Sihan and Liao, Jun and Yang, Can and Lin, Jiajing and Jiang, Min and Yen, Gary G.},
  journal={IEEE Transactions on Evolutionary Computation},
  pages={1--1},
  year={2026},
  doi={10.1109/tevc.2026.3698776},
  publisher={IEEE},
}