Advances in surrogate based modeling, feasibility analysis, and optimization: A review

• Federated learning from molecules to processes: A perspective

  2026 Process Safety and Environmental Protection article Computer Science Privacy-Preserving Technologies in Data Open access

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  citations
• Transfer Learning of Surrogate Models: Integrating Domain Warping and Affine Transformations

  2025 Genetic and Evolutionary Computation Conference Companion (GECCO Companion) conference-paper Computer Science Advanced Multi-Objective Optimization Algorithms Open access

  3

  citations
• Transfer Learning of Surrogate Models via Domain Affine Transformation Across Synthetic and Real-World Benchmarks

  2025 IEEE Congress on Evolutionary Computation (CEC) conference-paper Computer Science Advanced Multi-Objective Optimization Algorithms

  1

  citations
• Surrogate Models for Distillation Boundaries in Azeotropic Multicomponent Mixtures

  2024 Industrial & Engineering Chemistry Research article Engineering Process Optimization and Integration

  3

  citations
• Transfer Learning of Surrogate Models via Domain Affine Transformation

  2024 Genetic and Evolutionary Computation Conference (GECCO) conference-paper Computer Science Advanced Multi-Objective Optimization Algorithms Open access

  5

  citations
• Using Bayesian optimization for warpage compensation in injection molding

  2024 Materialwissenschaft und Werkstofftechnik article Engineering Injection Molding Process and Properties Open access

  15

  citations
• Multi-surrogate Assisted Efficient Global Optimization for Discrete Problems

  2022 IEEE Symposium Series on Computational Intelligence (SSCI) conference-paper Computer Science Advanced Multi-Objective Optimization Algorithms

  2

  citations
• Obey validity limits of data-driven models through topological data analysis and one-class classification

  2021 Optimization and Engineering article Mathematics Advanced Optimization Algorithms Research Open access

  57

  citations
• Process systems engineering – The generation next?

  2021 Computers & Chemical Engineering article Engineering Process Optimization and Integration

  263

  citations

9 results