SCIENCE CHINA Materials•2026•DOI: 10.1007/s40843-026-4358-y
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 Materials•2026•DOI: 10.1007/s40843-026-4339-7
Neuromorphic computing demands energy-efficient synaptic devices that emulate biological plasticity. Optoelectronic memristors based on colloidal quantum dots (QDs) offer tunable bandgaps and solution processability, yet suffer from defect-mediated nonradiative recombination and instability. Here, we report ZnS-passivated CdZnSe core/shell QDs as the active layer in memristive devices, achieving enhanced synaptic emulation and information encryption. Time-resolved photoluminescence (TRPL) decay curves were fitted with a tri-exponential function, revealing that ZnS passivation suppresses defect-related trap states, prolonging the average carrier lifetime from 12.3 ns (CdZnSe) to 28.7 ns (CdZnSe/ZnS). The intensity proportion of the fast decay component (τ1 ≈ 1.2 ns) decreased from 45% to 18%, indicating reduced surface trapping. Devices incorporating CdZnSe/ZnS QDs exhibit stable bipolar resistive switching with an ON/OFF ratio exceeding 10^3, endurance of >10^3 cycles, and retention of >10^4 s. Under 365 nm UV illumination, the devices show light-tunable synaptic plasticity, including paired-pulse facilitation (PPF) with a facilitation index of 180% at a 50 ms interval, and transition from short-term to long-term memory. The memristors successfully emulate essential synaptic functions and are employed in a simple encryption scheme, demonstrating the potential of defect-passivated QDs for secure neuromorphic hardware.
SCIENCE CHINA Materials•2026•DOI: 10.1007/s40843-026-4192-y
Electrochemical water splitting is pivotal for scalable green hydrogen production, yet its practical deployment hinges on cost-effective electrocatalysts with high activity and durability. This study introduces a low-cost, three-dimensional (3D) nanoporous ZrVFeCoNi material fabricated via chemical dealloying, at merely 0.16% of the cost of Pt. The structure-activity relationship between its microstructure and hydrogen evolution reaction (HER) performance was systematically explored. Lattice defect effects from multiphase intermetallic compounds, combined with multi-metal synergy, optimize H+ adsorption energy and electron transfer kinetics. The 3D nanoporous architecture provides a high electrochemical surface area with abundant active sites, enhancing electrolyte penetration and reducing interfacial mass transfer resistance. Consequently, the ZrVFeCoNi electrode exhibits outstanding HER performance, requiring only a 38 mV overpotential to reach 10 mA cm−2 and maintaining stable operation for 1000 h at 500 mA cm−2. Integrated into a full water electrolyzer (ZrVFeCoNi || IrO2/Ni), the system achieves a cell voltage of 1.60 V at a current density of 400 mA cm−2. Advanced characterization and density functional theory (DFT) calculations reveal that interfacial interactions and charge transfer at heterointerfaces drive catalytic activity, showcasing the potential of 3D nano-structured multiphase intermetallic compounds as high-performance electrocatalysts for green hydrogen systems.
SCIENCE CHINA Materials•2026•DOI: 10.1007/s40843-025-3730-3
Water scarcity, exacerbated by organic micropollutant contamination and climate change, necessitates energy-efficient, eco-friendly purification technologies. Membrane separation has emerged as a transformative solution, outperforming energy-intensive processes such as distillation. Traditional chemical separations, dominated by distillation, consume 10%–15% of global energy, whereas advanced membrane technologies can reduce energy use by up to 90%. However, membrane separation is hampered by reliance on toxic petrochemical feedstocks and persistent microplastic pollution from nonbiodegradable end-of-life membranes. Shao's group addresses both gaps with a sustainable nanofiltration membrane (SNFM) crafted entirely from low-hazard, renewable components. The substrate polylactic acid (PLA), a biodegradable polyester derived from corn starch, is processed via modified nonsolvent-induced phase separation (NIPS) to form a porous yet strong support. For the selective layer, toxic aromatic monomers are replaced with xylitol (a plant sugar alcohol) and dopamine (DA, a biogenic amine), and green solvents such as dimethyl sulfoxide are used to avoid volatile organic compound emissions. Compared with commercial alternatives, this design yields a membrane with exceptional dual functionality: it maintains high separation performance (928% greater permeance, 92% bisphenol A rejection, and 89% Na2SO4 rejection) and low fouling (protein adsorption ≤12 μg cm−2) over 30 days. A life cycle assessment reveals a 62% reduction in carbon footprint compared with petrochemical-based membranes, whereas soil biodegradation tests confirm 90% breakdown within 6 months, driven by Delftia and Tissierella microbes. By eliminating microplastic waste and toxic inputs, this SNFM bridges the divide between performance and environmental responsibility, offering a scalable blueprint for next-generation green membranes in water treatment and beyond.
The Chinese Journal of Process Engineering•2026•DOI: 10.12034/j.issn.1009-606X.225141
This study established a three-dimensional transient gas-liquid two-phase flow model based on a 150-tonne converter to investigate the influence of the number of clogged bottom-blowing elements on the stirring efficiency of the molten pool. The numerical simulation results were validated against actual converter operating conditions. The findings revealed that the primary reason for deteriorated flow characteristics under multiple clogged tuyeres was the overall reduction in stirring energy input from the bottom-blowing gas. Specifically, when the number of clogged tuyeres reached three, the numerically simulated mixing time increased from 150.6 s to 219.3 s, a significant increase of 45.62%. This numerical result was in good agreement with water model experiments, indicating that prompt furnace bottom maintenance and tuyere replacement should be considered under such circumstances. At the same bottom-blowing intensity, the effective stirring area of a single inner-ring tuyere was 0.919 m2, while that of a single outer-ring tuyere was 1.651 m2. The combined effective area achieved through the synergy of inner and outer ring tuyeres was 2.940 m2, which was 14.4% greater than the sum of their individual areas. Clogging disrupted this synergistic stirring effect. A single clogged tuyere had a negligible impact on the distribution of dead zones. However, when tuyeres in both the inner and outer rings were clogged, dead zones became more numerous and concentrated. With 3 and 4 clogged tuyeres, the dead zone volume reached 3.703 and 5.946 m3, accounting for 17.31% and 27.79% of the total molten pool volume, respectively. An industrial plant trial conducted based on the numerical simulation scheme showed that key performance indicators deteriorated as the number of clogged tuyeres increased. With three clogged tuyeres, the average end-point oxygen content reached 0.0669wt%, which was 22.1% higher than that under non-clogged conditions. Concurrently, the total iron content in the slag reached 19.44%, a 24.5% increase compared to the non-clogged baseline.
SCIENCE CHINA Materials•2026•DOI: 10.1007/s40843-025-3817-3
The rapid development of artificial intelligence (AI) and big data-driven edge intelligence applications has created an urgent demand for highly efficient computing hardware. Ferroelectric memristors have emerged as promising candidates for edge hardware due to their multi-level conductance tunability and high integration potential. In this work, we fabricated yttrium-doped hafnium oxide (YHO) memristors with a remanent polarization of ~30 μC/cm2, a multi-level resistive state retention time of approximately 10^5 s, and an endurance of up to 10^9 cycles. Based on this device, we constructed a real-time path-tracking system for intelligent vehicles—which achieves 100% path recognition accuracy—and a traffic sign denoising network optimized for hardware mapping via a hierarchical mixed-precision quantization strategy; this network yields denoised images with a peak signal-to-noise ratio (PSNR) of 27.04 and a structural similarity index measure (SSIM) of 0.80. This work paves an innovative pathway for the practical application of hafnium-based ferroelectric memristors, accelerating the development of highly efficient hardware for edge intelligence.
SCIENCE CHINA Materials•2026•DOI: 10.1007/s40843-025-3975-2
The instability of oxygen redox activity in layered oxide cathodes, particularly the formation of localized electron holes on oxygen (O−) and subsequent anion dimerization, has been demonstrated to trigger rapid capacity degradation and severe voltage hysteresis. Our study primarily focuses on P3-type Na2/3Cu1/3Mn2/3O2, which demonstrates reversible oxygen redox with an exceptionally low voltage hysteresis of 0.05 V. Spectroscopic analyses demonstrate a reversible O2−→O− evolution in Na2/3Cu1/3Mn2/3O2 without O–O dimerization. Furthermore, Multilateral non-invasive magnetic methods reveal that strong Cu-O-Mn superexchange interactions during the metal-ligand redox process lead to delocalization of O− species and inhibition of irreversible O–O bonding, thereby enabling ultralow voltage hysteresis. This work establishes magnetic exchange engineering as a transformative strategy to unlock reversible oxygen redox in high-energy battery electrodes.
Journal of Environmental Engineering Technology•2026•DOI: 10.13205/j.hjgc.202608009
To investigate the flow and heat transfer characteristics of natural draft direct air-cooling towers (NDC) for large coal-fired power generating units, a three-dimensional CFD numerical model covering major plant buildings, air-cooled radiators, and ambient wind fields was established based on the NDC systems of a 2×660 MW unit of a power plant. The influences of meteorological factors, including ambient wind speed, ambient temperature, and ambient wind direction, as well as regulation measures such as rolling shutters, louvers, and bypass windows on the heat dissipation performance of NDC towers were systematically analyzed. The results demonstrate that ambient wind speed acts as the dominant factor governing the performance of the NDC system. As wind speed rose, the uneven distribution of air intake volume and heat dissipation among each cooling delta increased remarkably, which elevated the unit back pressure, and the upstream tower suffered more severe impacts than the downstream one. Ambient temperature exerted a slight effect on circumferential flow distribution, yet substantially changed the overall back pressure of the system. In terms of regulation strategies, closing rolling shutters in the windward zone and reducing the opening of partial louvers can improve air flow redistribution to a certain extent, but will reduce the total air flow rate and total heat dissipation of the entire tower. By contrast, bottom bypass windows can effectively optimize the air intake on the leeward side and boost heat dissipation under high-wind operating conditions, whereas top bypass windows deliver only limited improvement effects. This research can provide fundamental data and technical references for the optimal design, operational regulation, and energy-saving retrofitting of large NDC units.