Zobrazeno 1 - 10
of 5 231
pro vyhledávání: '"Cole, David A."'
Publikováno v:
ChemPhysChem, 2024, e202400360
Adsorption in nanoporous materials is one strategy that can be used to store hydrogen at conditions of temperature and pressure that are economically viable. Adsorption capacity of nanoporous materials depends on surface area which can be enhanced by
Externí odkaz:
http://arxiv.org/abs/2403.17699
Deciphering the interplay between confinement effects and intermolecular interactions in zeolites is crucial for understanding diverse diffusion behaviors of confined molecules. Recent studies explored the impact of water and CO$_2$ on hydrocarbon dy
Externí odkaz:
http://arxiv.org/abs/2402.04288
Autor:
Cole, David L, Zavala, Victor M
Datasets encountered in scientific and engineering applications appear in complex formats (e.g., images, multivariate time series, molecules, video, text strings, networks). Graph theory provides a unifying framework to model such datasets and enable
Externí odkaz:
http://arxiv.org/abs/2401.11404
We propose a framework for applying reinforcement learning to contextual two-stage stochastic optimization and apply this framework to the problem of energy market bidding of an off-shore wind farm. Reinforcement learning could potentially be used to
Externí odkaz:
http://arxiv.org/abs/2312.10884
Hierarchical optimization architectures are used in power systems to manage disturbances and phenomena that arise at multiple spatial and temporal scales. We present a graph modeling abstraction for representing such architectures and an implementati
Externí odkaz:
http://arxiv.org/abs/2309.10568
Anthropogenic pollution of hydrological systems affects diverse communities and ecosystems around the world. Data analytics and modeling tools play a key role in fighting this challenge, as they can help identify key sources as well as trace transpor
Externí odkaz:
http://arxiv.org/abs/2302.04991
We report numerical results on solving constrained linear-quadratic model predictive control (MPC) problems by exploiting graphics processing units (GPUs). The presented method reduces the MPC problem by eliminating the state variables and applies a
Externí odkaz:
http://arxiv.org/abs/2209.13049
Publikováno v:
Applied Surface Science 612 (2023) 155909
Mg-MOF-74 is a metal-organic framework (MOF) that exhibits a high capacity for CO$_2$ adsorption. Given the importance of CO$_2$ confinement in Mg-MOF-74 for capture and storage applications, it is important to understand the structural and dynamical
Externí odkaz:
http://arxiv.org/abs/2206.06993
Graph theory provides a convenient framework for modeling and solving structured optimization problems. Under this framework, the modeler can arrange/assemble the components of an optimization model (variables, constraints, objective functions, and d
Externí odkaz:
http://arxiv.org/abs/2204.05264
Autor:
Khandoozi, Sabber, Shik Han, Weon, Kim, Kue-Young, Dai, Zhenxue, Mehana, Mohamed, Cole, David R., Soltanian, Mohamad Reza
Publikováno v:
In Chemical Engineering Journal 1 September 2024 495