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Verified CAS / Academic Author2 Decoded Studies

Prof. LIU Yuxin

Qingdao University of Science and Technology

Research Publications & English Decoded Briefs

Showing 2 publications
SCIENCE CHINA Materials2026DOI: 10.1007/s40843-026-4358-y

Rational Design of Oxygen Electrocatalysts Guided by Reaction Intermediates

Oxygen electrocatalysis underpins the viability of proton-exchange-membrane water electrolyzers and rechargeable Zn–air batteries, yet commercial deployment remains constrained by the sluggish kinetics of the oxygen evolution reaction (OER) and oxygen reduction reaction (ORR), which impose overpotentials exceeding 300 mV and accelerate catalyst degradation. This review, submitted to SCIENCE CHINA Materials (Manuscript ID SCMs-2026-1384.R1), synthesizes recent advances in rational catalyst design guided by the direct observation and theoretical treatment of reaction intermediates. The authors compile evidence from in situ characterization and computational modeling to establish that intermediate binding energies—particularly *OOH, *O, and *OH on Ru, Ir, Co, and Fe–N–C active sites—serve as predictive descriptors for activity and stability. Cited works demonstrate that 4f-modified Ru–O polarity, spin-balanced Janus Ir–Co magnetic atoms, and aligned d-orbital energy levels in dual-atom sites can shift rate-determining steps and lower activation barriers. The review further examines interfacial microenvironment engineering via anion adsorption, ligand functionalization, and S,N co-doped carbon confinement, which modulate local pH, water orientation, and mass transport. Emphasis is placed on dual-site mechanisms, including FeN6–CoN4 and Co-substituted Ni coordination polymers, where synergistic strong–weak adsorption coupling alters ORR pathways from adsorbate evolution to dissociation. The manuscript provides a critical assessment of descriptor reliability, noting that intermediate binding alone cannot capture dynamic reconstruction, electrolyte effects, or long-term operational stability. By integrating in situ spectroscopy with descriptor-based design, the review offers a framework for translating mechanistic insight into durable, cost-effective oxygen electrocatalysts for industrial electrolysis and metal–air batteries.

SCIENCE CHINA Materials2026DOI: 10.1007/s40843-025-3663-6

Zebra-inspired radiative modulator for climate-customized thermal management enabled by metal-organic framework

Escalating global climate change has precipitated a dramatic surge in building cooling/heating energy demands, critically undermining urban sustainability. Although dynamic thermal management technologies show potential for reducing architectural carbon footprints, prevailing active regulation systems remain constrained by energy-intensive mode-switching mechanisms and unsustainable operational costs. Here, we develop a zebra-inspired radiative modulator (ZIRM) that achieves climate-customized building thermal management through spatially partitioned integration of radiative cooling (RC) and heating (RH) functional units. The material breakthrough resides in a hybrid thin-film architecture combining a cellulose acetate/Zeolitic imidazolate framework-L (ZIF-L) porous membrane (solar reflectance ~95%, thermal emissivity ~0.88) with an MXene/ZIF-67 derived carbon-based absorption layer (solar absorption ~93%, thermal emissivity ~0.37), resolving the opto-thermal coupling limitations inherent to conventional materials. Experimental verification demonstrates that programmable regulation of the RC/RH area ratio enables broad-range temperature differential control from −4.3 to 12.1 °C during daytime operation. Building energy simulations reveal ZIRM’s annual energy consumption of 1.45×10^10 GJ, corresponding to 9.9% and 2.7% reductions compared to pure RC and RH systems, respectively. The established “configuration-environment-performance” predictive model pioneers a paradigm-shifting solution for carbon-neutral architecture, synergizing material innovation with climate-customized engineering strategies.