Surrogates

• 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
• Inferring Parameters in a Complex Land Surface Model by Combining Data Assimilation and Machine Learning

  2025 Journal of Advances in Modeling Earth Systems article Earth and Planetary Sciences Meteorological Phenomena and Simulations Open access

  7

  citations
• Is There a Future for Stochastic Modeling in Business and Industry in the Era of Machine Learning and Artificial Intelligence?

  2025 Applied Stochastic Models in Business and Industry article Mathematics Statistical Methods and Applications Open access

  7

  citations
• Recent kernel methods for interacting particle systems: first numerical results

  2024 European Journal of Applied Mathematics article Physics and Astronomy Model Reduction and Neural Networks Open access

  1

  citations
• Heat Exchanger Surrogates for a Vapor Compression System

  2023 Linköping electronic conference proceedings conference-paper Physics and Astronomy Model Reduction and Neural Networks Open access

  2

  citations
• Surrogate Modelling of Dynamic Phasor Simulations of Electrical Drives

  2022 Proceedings of the Annual Conference of the IEEE Industrial Electronics Society conference-paper Computer Science Gaussian Processes and Bayesian Inference Open access

  4

  citations
• Model-Based Estimation of the Strength of Laser-Based Plastic-Metal Joints Using Finite Element Microstructure Models and Regression Models

  2021 Materials article Engineering Welding Techniques and Residual Stresses Open access

  3

  citations

7 results