Automatic Differentiation (AD) forms a cornerstone in the optimisation of machine learning models, providing an efficient computational method to obtain accurate derivatives. This technique underpins ...

Recent advancements in machine learning have substantially transformed the optimisation of the steelmaking process. Traditional methods, often limited by complex thermodynamic interactions and ...

Cost estimation, a pivotal component in project management and production planning, has increasingly harnessed the power of machine learning techniques to augment accuracy and efficiency. By ...

After uncovering a unifying algorithm that links more than 20 common machine-learning approaches, researchers organized them into a 'periodic table of machine learning' that can help scientists ...

Advances in very-large-scale integration (VLSI) design have increasingly relied on machine learning (ML) techniques to optimise performance, reduce manufacturing turnaround times and ensure high ...