This study introduces SLLMBO, an innovative framework leveraging large language models
(LLMs) for hyperparameter optimization (HPO), incorporating dynamic search space …

The escalating global climate crisis and energy challenges have made the development of
efficient radiative cooling materials increasingly urgent. This study presents a machine …

Forecasting water levels in complex ecosystems like wetlands can support effective water
resource management, ecological conservation, and understanding surface and …

Defibering equipment is employed in the production of scrimber for the purpose of wood
veneer rolling, cutting, and directional fiber separation. However, the current defibering …

Effective software development depends on the exact estimation of effort, time, cost, and
customer satisfaction. Software project management requires an accurate evaluation of …

This thesis proposes a hybrid software development effort estimation approach by exploring
and combining expert-based and data-driven estimation methods. Methods traditionally …

Abstract Agent-based Models (ABMs) have gained popularity over the COVID-19 epidemic,
but their efficient calibration remains challenging. Here we propose a novel calibration …