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cs.NE2025
Neuro-Evolutionary Approach to Physics-Aware Symbolic Regression
Jiří Kubalík, Robert Babuška
Symbolic regression is a technique that can automatically derive analytic models from data. Traditionally, symbolic regression has been implemented primarily through genetic progra…
cs.NE2023★ 19 cited
Toward Physically Plausible Data-Driven Models: A Novel Neural Network Approach to Symbolic Regression
Jiří Kubalík, Erik Derner, Robert Babuška
Many real-world systems can be described by mathematical models that are human-comprehensible, easy to analyze and help explain the system's behavior. Symbolic regression is a meth…