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.
Environmental Chemistry•2026•DOI: 10.7524/j.issn.0254-6108.2025010306
Sulfur autotrophic denitrification (SAD) has attracted increasing attention due to its low cost, no need for external carbon sources, and low sludge production. This review systematically examines the reaction principles and key material elements of various electron donors for SAD, including elemental sulfur, sulfide, thiosulfate, and iron sulfide. It discusses recent research progress on different SAD processes and the influence of environmental factors. A comparative analysis between heterotrophic denitrification and SAD highlights SAD's advantages in reaction rate, secondary pollution, and cost-effectiveness, underscoring its promising application prospects. Notably, iron sulfide-based autotrophic denitrification maintains stable pH and produces fewer by-products (e.g., sulfate, nitrous oxide). When developed into an aggregate sulfur concrete system, it can purify nitrogen and phosphorus from secondary effluent standards to Class IV surface water standards within a hydraulic retention time of only 0.5–2 hours, addressing the contradiction between SAD reaction rate and engineering demands. This enables efficient simultaneous nitrogen and phosphorus removal, making it viable for groundwater remediation, advanced wastewater treatment, eutrophication control, and deep nitrogen removal. The national 'Dual Carbon Strategy' (carbon neutrality and peak) positions SAD as a promising method for wastewater treatment plants to meet increasingly stringent nitrogen and phosphorus discharge standards.
Journal of Fuel Chemistry and Technology•2026•DOI: 10.1016/S1872-5813(26)60676-7
Landfilled municipal solid waste (MSW) in China exceeds 8 billion tons, with high moisture (30–50%) and ash content (>50%), complicating conventional treatment. Slag gasification offers a clean and resource-oriented route, but heavy metal leaching from the resulting slag poses environmental risks. This study investigates the effect of rice husk addition (5–15%) on the vitrification of landfilled-waste slag and the immobilization of heavy metals (Cr, Zn, Cu). Results show that adding 5–10% rice husk lowers the slag flow temperature to a minimum of 1213 °C, attributed to active SiO2 reacting with CaO and Fe2O3 to form low-melting eutectics like anorthite. Leaching concentrations of Cr and Zn decrease from 41.60 and 108.00 mg/L to 5.89 and 7.10 mg/L, respectively, with 10–15% rice husk. The amorphous SiO2 enhances silicate polymerization (Q3, Q4 networks), promoting physical encapsulation and chemical incorporation of heavy metals into stable phases such as Zn2SiO4 and CuFe2O4, increasing the residual fraction and reducing bioavailability. At temperatures >1400 °C, volatilization of Cu and Zn increases, with residual rates dropping to 33–60% and 31–55%, respectively, while Cr remains stable (70–123%). This work elucidates the mechanistic role of rice husk in slag structure modulation and heavy metal immobilization, providing a theoretical basis for the co-treatment of landfilled waste and biomass via a 'treating waste with waste' strategy.