Designing Desalination Mxene Membranes by Machine Learning and Global Optimization Algorithm

L Liang, X Ma, C Lan, H Lin, Y Peng, T Li… - Available at SSRN … - papers.ssrn.com
The development of energy-efficient and low-cost desalination techniques is crucial. Among
these techniques, reverse osmosis (RO) is considered one of the most promising solutions …

Designing desalination MXene membranes by machine learning and global optimization algorithm

X Ma, C Lan, H Lin, Y Peng, T Li, J Wang… - Journal of Membrane …, 2024 - Elsevier
The development of energy-efficient and low-cost desalination techniques is crucial. Among
these techniques, reverse osmosis (RO) is considered one of the most promising solutions …

Data-driven design of nanopore graphene for water desalination

L Liang, H Zhou, J Li, Q Chen, L Zhu… - The Journal of Physical …, 2021 - ACS Publications
Development of energy-efficient and low-cost desalination techniques is of pivotal
importance, and reverse osmosis (RO) is regarded as one of the most promising solutions to …

Machine learning assisted screening of two-dimensional materials for water desalination

P Priya, TC Nguyen, A Saxena, NR Aluru - ACS nano, 2022 - ACS Publications
There exists a vast expanse of data in the literature which can be harnessed for accelerated
design and discovery of advanced materials for various applications of importance─ for …

Artificial Intelligence Enhanced Water Desalination

Z Cao - 2023 - search.proquest.com
Water scarcity is currently affecting the lives of billions of people all around the world, and
the situation is worsening. Reverse osmosis (RO) water desalination is used as a …

Exploring the potential of MXene nanoslit for water desalination through molecular dynamics simulations

X Ma, X Zhu, C Huang, J Fan - Desalination, 2023 - Elsevier
The charge features of nanoslit were deemed to exert significant influences on optimization
of its desalination performance. The MXene nanoslit carries richness of charge features …

Improvement of desalination performance by adjusting the arrangement of lamellar MXene membrane

T Si, X Ma, T Wang, ST Chu, J Fan - Separation and Purification Technology, 2023 - Elsevier
Due to the large surface area, rich termination groups, and good electrical properties,
MXene is regarded as one of the most potential 2D materials in seawater desalination …

Highly Efficient and Tunable Desalination Membrane with Porous Mxene Controlled by the Thickness of the Transition Metal Carbides

T Si, X Ma, Z Liao, B Liang, H Chen, ST Chu… - Available at SSRN … - papers.ssrn.com
MXene membrane has the vast potential to alleviate the global freshwater crisis. Herein, a
new strategy for improving the desalination performance is proposed through tunable the …

Data‐Driven Strategies for Accelerated Structural Exploration of High‐Performance 2D Carbon‐Based Seawater Desalination Membranes

Y Niu, T Xu, K Meng, X Li, Y Wei… - physica status solidi …, 2024 - Wiley Online Library
The insufficiency of freshwater supplies has posed a serious threat to sustainable
socioeconomic growth, and seawater desalination is considered to be the most promising …

Water desalination by MoS2 nanoporous membrane: a molecular dynamics analysis

JPK Abal - 2020 - lume.ufrgs.br
Water scarcity is one of the most significant challenges of our time, and scenarios predicted
by leading scientists in this area indicate that it will worsen in the next decades. New …