By leveraging inference-time scaling and a novel "reflection" mechanism, ALE-Agent solves the context-drift problems that ...

Robust dynamic optimization is a critical area of research in chemical engineering, focusing on developing strategies to optimize processes while accounting for uncertainties. These uncertainties can ...

This is a preview. Log in through your library . Abstract We identify a family of discounted dynamic optimization problems in which the immediate return function depends on current consumption, ...

The aim of this talk is to present the recent efforts made to advance key tasks in Process Systems Engineering (PSE) using new optimization and machine learning methods developed in our group. In the ...

Sankhyā: The Indian Journal of Statistics, Series B (1960-2002), Vol. 35, No. 2 (Jun., 1973), pp. 227-238 (12 pages) In the present paper, we have proved that the necessary conditions of the finite ...

My friends, please believe this: the day has come for real dynamic power reduction! Over the past 15 years, EDA vendors have had some fairly old functionality for dynamic power reduction. Granted, ...