Juliane Mueller
National Laboratory of the Rockies(US)National Renewable Energy Laboratory(US)Great Ormond Street Hospital(GB)University College London(GB)
Publications by Year
Research Areas
Advanced Multi-Objective Optimization Algorithms, Meteorological Phenomena and Simulations, Advanced Control Systems Optimization, Hydrological Forecasting Using AI, Genomics and Rare Diseases
Most-Cited Works
- → Pushing the frontiers in climate modelling and analysis with machine learning(2024)111 cited
- → MATSuMoTo: The MATLAB Surrogate Model Toolbox For Computationally Expensive Black-Box Global Optimization Problems(2014)43 cited
- → CIAO1 loss of function causes a neuromuscular disorder with compromise of nucleocytoplasmic Fe-S enzymes(2024)16 cited
- → Hyperparameter Optimization of Generative Adversarial Network Models for High-Energy Physics Simulations(2022)10 cited
- → HYPPO: A Surrogate-Based Multi-Level Parallelism Tool for Hyperparameter Optimization(2021)8 cited
- → Optimization of the Eddy‐Diffusivity/Mass‐Flux Shallow Cumulus and Boundary‐Layer Parameterization Using Surrogate Models(2019)7 cited