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September 16, 2025Journal of Materials Chemistry A10 citationsOpen Access

A review on copper-based chalcogenide materials for supercapacitor application: Exploring through experimental evidence and machine learning

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MMM. MohanRSR. SapnaSRSachin R. Rondiya

Key Points

  • Copper chalcogenides demonstrate significant potential as materials for supercapacitors, enhancing energy storage capabilities.
  • Novel materials with tunable electrochemical properties are crucial for advancing supercapacitor technology and applications.
  • Experimental evidence supports the effectiveness of transition metal chalcogenides in improving supercapacitor performance.
  • Machine learning techniques are being utilized to predict and optimize the properties of these materials for better energy storage solutions.

Abstract

To unlock the full potential of supercapacitor, it is essential to explore novel material with tuneable electrochemical properties. Transition metal chalcogenides in particular copper chalcogenides shown its immense potential to...

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Cite This Study

Mohan et al. (2025) studied this question.

synapsesocial.com/papers/68d4539c31b076d99fa59752https://doi.org/10.1039/d5ta04689k
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