[HTML][HTML] Machine learning toward advanced energy storage devices and systems
Technology advancement demands energy storage devices (ESD) and systems (ESS) with
better performance, longer life, higher reliability, and smarter management strategy …
better performance, longer life, higher reliability, and smarter management strategy …
Machine learning techniques for prediction of capacitance and remaining useful life of supercapacitors: A comprehensive review
Supercapacitors are appealing energy storage devices for their promising features like high
power density, outstanding cycling stability, and a quick charge–discharge cycle. The …
power density, outstanding cycling stability, and a quick charge–discharge cycle. The …
Optimization techniques for electrochemical devices for hydrogen production and energy storage applications
M Tawalbeh, A Farooq, R Martis… - International Journal of …, 2024 - Elsevier
With the rapidly evolving geo-political landscape and unceasing advancements in
technology, sustainable energy security is a very important topic. Research indicates that …
technology, sustainable energy security is a very important topic. Research indicates that …
A multi-data-driven procedure towards a comprehensive understanding of the activated carbon electrodes performance (using for supercapacitor) employing ANN …
Biomass resources are intensively used as economical and green-reserve precursor
preparation of sustainable carbon materials used in supercapacitors. The synthetic …
preparation of sustainable carbon materials used in supercapacitors. The synthetic …
An emerging machine learning strategy for electrochemical sensor and supercapacitor using carbonized metal–organic framework
Abstract Machine learning (ML) plays an important role in the electrochemical application of
electrode materials. In this work, an emerging machine learning strategy for both …
electrode materials. In this work, an emerging machine learning strategy for both …
Insights from machine learning techniques for predicting the efficiency of fullerene derivatives‐based ternary organic solar cells at ternary blend design
MH Lee - Advanced Energy Materials, 2019 - Wiley Online Library
Ternary organic solar cells (OSCs) have progressed significantly in recent years due to the
sufficient photon harvesting of the blend photoactive layer including three absorption …
sufficient photon harvesting of the blend photoactive layer including three absorption …
Machine learning-assisted materials development and device management in batteries and supercapacitors: performance comparison and challenges
Machine learning (ML) has been the focus in recent studies aiming to improve battery and
supercapacitor technology. Its application in materials research has demonstrated promising …
supercapacitor technology. Its application in materials research has demonstrated promising …
[HTML][HTML] Artificial intelligence-navigated development of high-performance electrochemical energy storage systems through feature engineering of multiple descriptor …
With the increased and rapid development of artificial intelligence-based algorithms coupled
with the non-stop creation of material databases, artificial intelligence (AI) has played a great …
with the non-stop creation of material databases, artificial intelligence (AI) has played a great …
Supercapacitor properties of partially oxidised-MXene quantum dots/graphene hybrids: Fabrication of flexible/wearable micro-supercapacitor devices
L Pradhan, B Mohanty, G Padhy, RK Trivedi… - Chemical Engineering …, 2024 - Elsevier
Recently, combining the synergistic properties of two-dimensional (2D) and zero-
dimensional (0D) materials has attracted significant attention for energy applications. Here …
dimensional (0D) materials has attracted significant attention for energy applications. Here …
Machine learning approach to understanding the 'synergistic'pseudocapacitive effects of heteroatom doped graphene
A Chenwittayakhachon, K Jitapunkul, B Nakpalad… - 2D …, 2023 - iopscience.iop.org
In recent years, graphene has been widely utilised as a supercapacitor electrode, and
doping heteroatom on graphene is reported to enhance the pseudocapacitance of the …
doping heteroatom on graphene is reported to enhance the pseudocapacitance of the …