DEAP: evolutionary algorithms made easy

• UR-EARL: A framework for designing underwater robots using evolutionary algorithm-driven reinforcement learning

  2025 Ocean Engineering article Engineering Underwater Vehicles and Communication Systems Open access

  6

  citations
• A Genetic Programming approach for hardware-oriented hash functions for network security applications

  2024 Applied Soft Computing article Computer Science Network Packet Processing and Optimization Open access

  4

  citations
• TransMEP: Transfer learning on large protein language models to predict mutation effects of proteins from a small known dataset

  2024 bioRxiv (Cold Spring Harbor Laboratory) preprint Biochemistry, Genetics and Molecular Biology Machine Learning in Bioinformatics Open access

  7

  citations
• Exploring the optimality of approximate state preparation quantum circuits with a genetic algorithm

  2023 Physics Letters A article Computer Science Quantum Computing Algorithms and Architecture Open access

  11

  citations
• Dendritic modulation enables multitask representation learning in hierarchical sensory processing pathways

  2022 bioRxiv (Cold Spring Harbor Laboratory) preprint Neuroscience Neural dynamics and brain function Open access

  6

  citations
• Insight to Gene Expression From Promoter Libraries With the Machine Learning Workflow Exp2Ipynb

  2021 Frontiers in Bioinformatics article Biochemistry, Genetics and Molecular Biology Microbial Metabolic Engineering and Bioproduction Open access

  11

  citations
• B0-Shimming Methodology for Affordable and Compact Low-Field Magnetic Resonance Imaging Magnets

  2021 Frontiers in Physics article Medicine Advanced MRI Techniques and Applications Open access cited by 5 patents

  17

  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
• Experimental Validation of a Dynamic Adsorption Chiller Model Using Optimal Experimental Design

  2020 RWTH Publications (RWTH Aachen) article Engineering Adsorption and Cooling Systems Open access

  0

  citations

9 results