Accelerating Materials Discovery: A Review of Machine Learning in X‐Ray Absorption Spectroscopy
This review systematically details how machine learning transforms X‐ray absorption spectroscopy (XAS) analysis. It covers advanced deep learning architectures for structure‐spectra mapping and inverse tasks, while discussing key challenges like the simulation‐to‐reality gap.
Melaku Lake Tegegne +5 more
wiley +1 more source
The direct integration of membrane distillation and solar energy collection in a single module is a promising technology for autonomous seawater desalination in remote regions; however, the modeling and design of such modules are challenging because of ...
Gina Alfonso +2 more
doaj +1 more source
Optimization Study of Small-Scale Solar Membrane Distillation Desalination Systems (s-SMDDS) [PDF]
Membrane distillation (MD), which can utilize low-grade thermal energy, has been extensively studied for desalination. By incorporating solar thermal energy, the solar membrane distillation desalination system (SMDDS) is a potential technology for ...
Chii-Dong Ho +7 more
core +1 more source
Application of Membrane Distillation Technology in Solution Storage
With respect to solar energy utilization of buildings, a solution chemical energy storage mode is proposed based on membrane distillation technology focusing on the low density of solar radiation distribution and the imbalance between energy supply and ...
Wang Zanshe +3 more
doaj
Isopropyl alcohol recovery by heteroazeotropic batch distillation [PDF]
Solvent recovery is becoming a major issue in the pharmaceutical and specialty chemical industries. Solvent recovery by conventional batch distillation is limited by the frequent presence of azeotropes in the used solvent mixtures.
Van Baelen, Guy +5 more
core
New double column system for heteroazeotropic batch distillation [PDF]
A new double column system (DCS) operated in closed mode is suggested for heterogeneous batch distillation. This configuration is investigated by feasibility studies based on the assumption of maximal separation and is compared with the traditional batch
Denes, F. +5 more
core +1 more source
Clean water generation through a multifunctional activated carbon-TiO2 interfacial solar distillation system. [PDF]
Chen KY +5 more
europepmc +1 more source
Dynamic models for start-up operations of batch distillation columns with experimental validation [PDF]
The simulation of batch distillation columns during start-up operations is a very challenging modelling problem because of the complex dynamic behaviour. Only few rigorous models for distillation columns start-up are available in literature and generally
Elgue, Sébastien +5 more
core +1 more source
This work reports the utilization of solar thermal energy to generate Eucalyptus essential oil, reducing the dependence on conventional energy and minimizing the environmental impact.
Kajal J. Sareriya +2 more
doaj +1 more source
Practical residue curve map analysis applied to solvent recovery in non-ideal binary mixtures by batch distillation processes [PDF]
Batch distillation inherent advantages has initiated recent search for process feasibility rules enabling the separation of azeotropic or difficult zeotropic binary mixtures thanks to the addition of an entrainer.
Joulia, Xavier +6 more
core +1 more source

