Author

Kwang S. Kim

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Open access Sep 2026

In Situ Derived Fe/FexOy Janus Electrocatalyst for Efficient Nitrate-to-Ammonia Conversion via Intensifying Nitrate Affinity and Active Hydrogen Supply.

Electrochemical nitrate reduction (NO3RR) offers a low-carbon, infrastructure-light route to ammonia (NH3), but is limited by the kinetically demanding nitrate adsorption/activation step and an insufficient supply of active hydrogen (*H) to in situ generated N-containing intermediates. Conventional tandem catalysts add...

Sourav Chaule, Rohit Anand, Hyun-Woo Kim et al. · Small · 0 citations

Open access Oct 2026

Hybrid quantum-classical machine learning potential with variational quantum circuits

A hybrid quantum-classical MLP is employed by coupling an E(3)-equivariant message-passing network with VQC readout layers for predicting DFT energies and forces of liquid silicon and reveals that HQC-MLP exhibits truncation behavior comparable to that of the classical MLP.

S. Y. Willow, Chang-Mo D. Yang, Kwang S. Kim et al. · RSC Advances · 4 citations