Frontiers

Prediction of thin sand body reservoirs using facies-model-constrained stochastic optimization inversion

Globally, subtle hydrocarbon reservoirs in petroliferous basins have always been challenging targets for exploration research, with thin sand body reservoir prediction being a key focus in this field.
Scientific Research Publishing

Erten, H.I., Deveci, H.A. and Artem, H.S. (2020) Stochastic Optimization Methods. In: Designing Engineering Structures Using Stochastic Optimization Methods, CRC Press, 10-23.

ABSTRACT: Mathematical optimization is a fundamental aspect of machine learning (ML). An ML task can be conceptualized as optimizing a specific objective using the training dataset to discern patterns ...
pv magazine International

Stochastic optimization for PV-powered EV charging stations

A global research team led by scientists from China’s Tianjin Renai College has developed a novel stochastic optimization technique for enhanced dispatching and operational efficiency in PV-powered ...
IEEE

Stochastic algorithm-based estimation of slow and fast processes of sensorimotor adaptation during locomotion*

Abstract: Sensorimotor adaptation involves concurrent slow and fast processes, commonly modeled using a dual-state framework. This study employed a dual-state Kalman filter, incorporating both ...
business.rutgers

Andrzej Ruszczynski

Professor Ruszczynski’s interests are in the theory, numerical methods and applications of stochastic optimization. He is author of "Nonlinear Optimization", "Lectures on Stochastic programming", and ...
IEEE

Dual-Time-Scale Dynamic Active Wake Control Using Stochastic Yaw Optimization and Distributed Axial Induction Optimization for Large-Scale Wind Farm

Abstract: As the scale of wind farms (WFs) and the number of wind turbines (WTs) continue to increase, the calculation efficiency of centralized active wake control (AWC) methods can not satisfy the ...