Genetic programming as a means for programming computers by natural selection

• Runtime Analysis of Cartesian Genetic Programming in Evolving Boolean Functions

  2026 Lecture notes in computer science conference-paper Computer Science Evolutionary Algorithms and Applications Open access

  0

  citations
• Introns and Templates Matter: Rethinking Linkage in GP-GOMEA

  2026 Genetic and Evolutionary Computation Conference (GECCO) conference-paper Computer Science Evolutionary Algorithms and Applications Open access

  1

  citations
• Function Class Learning with Genetic Programming: Towards Explainable Meta Learning for Tumor Growth Functionals

  2024 Genetic and Evolutionary Computation Conference (GECCO) conference-paper Computer Science Evolutionary Algorithms and Applications Open access

  2

  citations
• Rediscovering the Mullins effect with deep symbolic regression

  2024 International Journal of Plasticity article Engineering Elasticity and Material Modeling Open access

  26

  citations
• Automated machine learning: past, present and future

  2024 Artificial Intelligence Review article Computer Science Machine Learning and Data Classification Open access

  146

  citations
• Simultaneous Model-Based Evolution of Constants and Expression Structure in GP-GOMEA for Symbolic Regression

  2024 Lecture notes in computer science conference-paper Computer Science Evolutionary Algorithms and Applications Open access

  3

  citations
• Discovering asymptotic expansions for problems in mechanics using symbolic regression

  2023 Mechanics Research Communications article Physics and Astronomy Model Reduction and Neural Networks

  7

  citations
• Anomalous NO 2 emitting ship detection with TROPOMI satellite data and machine learning

  2023 Remote Sensing of Environment article Environmental Science Maritime Transport Emissions and Efficiency Open access

  17

  citations
• Hyperelastic material modelling using symbolic regression

  2023 PAMM article Engineering Elasticity and Material Modeling Open access

  7

  citations
• Automatic generation of interpretable hyperelastic material models by symbolic regression

  2023 International Journal for Numerical Methods in Engineering article Engineering Elasticity and Material Modeling Open access

  54

  citations
• On genetic programming representations and fitness functions for interpretable dimensionality reduction

  2022 Genetic and Evolutionary Computation Conference (GECCO) conference-paper Computer Science Evolutionary Algorithms and Applications Open access

  18

  citations
• Meta-learning for symbolic hyperparameter defaults

  2021 Genetic and Evolutionary Computation Conference Companion (GECCO Companion) conference-paper Computer Science Machine Learning and Data Classification Open access cited by 2 patents

  6

  citations
• Automated Machine Learning for Remaining Useful Life Estimation of Aircraft Engines

  2021 IEEE Conference on Prognostics and Health Management conference-paper Engineering Machine Fault Diagnosis Techniques Open access

  18

  citations
• Evolutionary algorithms and decision trees for predicting poor outcome after endovascular treatment for acute ischemic stroke

  2021 Computers in Biology and Medicine article Health Professions Artificial Intelligence in Healthcare Open access

  25

  citations

14 results