Dirk Gorissen

On design optimization for structural crashworthiness and its state of the art

Recent advances in surrogate-based optimization

Special Section on Multidisciplinary Design Optimization: Metamodeling in Multidisciplinary Design Optimization: How Far Have We Really Come?

Adaptive generation of challenging scenarios for testing and evaluation of autonomous vehicles

A review on functionally graded structures and materials for energy absorption

Kriging Hyperparameter Tuning Strategies

Multiobjective crashworthiness optimization design of functionally graded foam-filled tapered tube based on dynamic ensemble metamodel

Explainable Artificial Intelligence (XAI): What we know and what is left to attain Trustworthy Artificial Intelligence

On hyperparameter optimization of machine learning algorithms: Theory and practice

Efficient global optimization algorithm assisted by multiple surrogate techniques

Fast calculation of multiobjective probability of improvement and expected improvement criteria for Pareto optimization

Survey on Scenario-Based Safety Assessment of Automated Vehicles

Efficient Benchmarking of Hyperparameter Optimizers via Surrogates

An engineer's guide to eXplainable Artificial Intelligence and Interpretable Machine Learning: Navigating causality, forced goodness, and the false perception of inference

A novel sequential design strategy for global surrogate modeling

A Surrogate Modeling and Adaptive Sampling Toolbox for Computer Based Design

Evolutionary Model Type Selection for Global Surrogate Modeling

Multiobjective global surrogate modeling, dealing with the 5-percent problem

A novel sequential design strategy for global surrogate modeling

Blind Kriging: Implementation and performance analysis