Numerical Optimization

• Stochastic Gradient Descent for Constrained Optimization Based on Adaptive Relaxed Barrier Functions

  2025 IEEE Control Systems Letters article Computer Science Stochastic Gradient Optimization Techniques

  3

  citations
• Computing high-degree polynomial gradients in memory

  2024 Nature Communications article Engineering Advanced Memory and Neural Computing Open access cited by 1 patent

  22

  citations
• Gradient Information and Regularization for Gene Expression Programming to Develop Data-Driven Physics Closure Models

  2024 Flow Turbulence and Combustion article Computer Science Evolutionary Algorithms and Applications Open access

  3

  citations
• End-to-end reinforcement learning of Koopman models for economic nonlinear model predictive control

  2024 Computers & Chemical Engineering article Engineering Advanced Control Systems Optimization Open access

  10

  citations
• Quality-diversity driven robust evolutionary optimization of optical designs

  2024 Computational Optics conference-paper Engineering Advanced optical system design

  0

  citations
• Comparison of High-Dimensional Bayesian Optimization Algorithms on BBOB

  2024 ACM Transactions on Evolutionary Learning and Optimization article Decision Sciences Advanced Bandit Algorithms Research

  28

  citations
• Bias-aware ranking from pairwise comparisons

  2024 Data Mining and Knowledge Discovery article Economics, Econometrics and Finance Game Theory and Voting Systems Open access

  6

  citations
• Observation of Josephson harmonics in tunnel junctions

  2024 Nature Physics article Computer Science Quantum Information and Cryptography Open access cited by 2 patents

  72

  citations
• Miniaturization and Control of an Unmanned Tiltwing Aircraft

  2023 Unmanned Systems article Engineering Aerospace and Aviation Technology

  1

  citations
• Mini-Batching, Gradient-Clipping, First- versus Second-Order: What Works in Gradient-Based Coefficient Optimisation for Symbolic Regression?

  2023 Genetic and Evolutionary Computation Conference (GECCO) conference-paper Computer Science Evolutionary Algorithms and Applications Open access

  8

  citations
• Automated detection of propagating cracks in RC beams without shear reinforcement based on DIC-controlled modeling of damage localization

  2023 Engineering Structures article Engineering Structural Behavior of Reinforced Concrete

  31

  citations
• Comparison of High-Dimensional Bayesian Optimization Algorithms on BBOB

  2023 arXiv (Cornell University) preprint Decision Sciences Advanced Bandit Algorithms Research Open access

  2

  citations
• The Hypervolume Newton Method for Constrained Multi-Objective Optimization Problems

  2023 Mathematical and Computational Applications article Computer Science Advanced Multi-Objective Optimization Algorithms Open access

  3

  citations
• The Hypervolume Newton Method for Constrained Multi-objective Optimization Problems

  2022 Preprints.org preprint Computer Science Advanced Multi-Objective Optimization Algorithms Open access

  4

  citations
• Solving the Kidney Exchange Problem Using Privacy-Preserving Integer Programming

  2022 conference-paper Computer Science Cryptography and Data Security Open access

  6

  citations
• Adaptive discretization-based algorithms for semi-infinite programs with unbounded variables

  2022 Mathematical Methods of Operations Research article Mathematics Advanced Optimization Algorithms Research Open access

  4

  citations
• SecMOD: An Open-Source Modular Framework Combining Multi-Sector System Optimization and Life-Cycle Assessment

  2022 Frontiers in Energy Research article Engineering Integrated Energy Systems Optimization Open access

  39

  citations
• Multiplex Detection of Magnetic Beads Using Offset Field Dependent Frequency Mixing Magnetic Detection

  2021 Sensors article Engineering Characterization and Applications of Magnetic Nanoparticles Open access

  17

  citations
• The Inclusion of End-of-Life Modeling in the Life Cycle Energy Optimization Methodology

  2020 Journal of Mechanical Design article Environmental Science Environmental Impact and Sustainability Open access

  10

  citations

19 results