Neuro-Evolutionary Approach to Physics-Aware Symbolic RegressionAnnual Conference on Genetic and Evolutionary Computation (GECCO), 2025 |
Evolving Scientific Discovery by Unifying Data and Background Knowledge
with AI HilbertNature Communications (Nat. Commun.), 2023 |
Toward Physically Plausible Data-Driven Models: A Novel Neural Network
Approach to Symbolic RegressionIEEE Access (IEEE Access), 2023 |
Shape-constrained Symbolic Regression with NSGA-IIIInternational Conference/Workshop on Computer Aided Systems Theory (EUROCAST), 2022 |
SymFormer: End-to-end symbolic regression using transformer-based
architectureIEEE Access (IEEE Access), 2022 |
Evolvability Degeneration in Multi-Objective Genetic Programming for
Symbolic RegressionAnnual Conference on Genetic and Evolutionary Computation (GECCO), 2022 |