SCIENCE CHINA Materials•2026•DOI: 10.1007/s40843-026-4245-4
The discrimination of volatile organic compounds (VOCs) at trace concentrations remains a critical challenge for environmental monitoring, industrial process control, and non-invasive disease diagnostics. Conventional electronic noses rely on sensor arrays comprising multiple chemically distinct receptors, which introduces fabrication complexity, calibration drift, and cross-sensitivity. Here, we demonstrate that a single-component Ti3C2Tx MXene (TM) sensor array, engineered through controlled surface chemistry and device architecture, generates independent and high-dimensional characteristics (IHC) sufficient for precise VOC pattern recognition. By exploiting the intrinsic heterogeneity of TM basal planes and edge sites, we achieve differential interaction motifs without expanding elemental composition. The array discriminates VOCs including acetone, ethanol, toluene, and hexane at concentrations down to 100 ppb with classification accuracy exceeding 95%. Principal component analysis reveals distinct clustering with cumulative variance of 92.3% captured by the first three principal components. The sensor exhibits a limit of detection of 50 ppb for acetone and response/recovery times of 12 s and 18 s, respectively. Long-term stability tests over 30 days show less than 5% signal degradation. This single-component strategy simplifies fabrication, reduces calibration overhead, and offers a scalable pathway for miniaturized, low-power VOC sensing platforms compatible with Internet of Things (IoT) deployment.
SCIENCE CHINA Materials•2026•DOI: 10.1007/s40843-026-4306-5
Olefin-paraffin separation is a critical and energy-intensive process in the petrochemical industry, with ethylene and propylene purification alone consuming 0.3% of global energy. Current distillation methods are energy-inefficient, and polymer membranes exhibit inadequate separation performance. Metal-organic frameworks (MOFs), particularly ZIF-8, offer precise molecular sieving due to their uniform pore aperture (~3.4 Å), which lies between the kinetic diameters of propylene and propane. Despite excellent lab-scale performance, ZIF-8 membranes face scalability challenges, with effective areas typically below 10 cm², far from the tens of thousands to millions of square meters required industrially. This paper reviews a recent breakthrough by Weihong Xing, Yichang Pan, and colleagues, who developed a micro-space transformation process (MSTP) for scalable fabrication of heterostructured ZIF-8 (HZIF-8) membranes. Using sealed inner lumens of tubular ceramic supports as confined reaction spaces, they achieved single-tube areas of ~200 cm² and total fabricated areas exceeding 4.6 m². The membranes demonstrated stable separation performance over 30 days at 17 bar and 55 °C with a feed flow of 20 Nm³ d⁻¹. This work represents a significant step toward industrial application, addressing critical bottlenecks in membrane area expansion, defect control, and mechanical stability.
SCIENCE CHINA Materials•2026•DOI: 10.1007/s40843-025-3795-x
Two-dimensional MXene Ti3C2Tx demonstrates great promise in perovskite solar cells (PSCs). Herein, sulfur-terminated Ti3C2Tx (S-Ti3C2Tx) is developed by modifying Ti3C2Tx via a facile hydrothermal method using thioacetamide. As a perovskite additive, S-Ti3C2Tx outperforms pristine Ti3C2Tx by (1) significantly promoting grain growth, enhancing carrier mobility, and reducing defect density; (2) optimizing energy level alignment to lower interfacial energy barriers and minimize interface non-radiative recombination; (3) stabilizing uncoordinated Pb2+ and [PbI6]4− octahedra via Pb–S bonds while alleviating bulk lattice strain, as this Pb–S interaction exerts a “tape-like” effect. Based on this synergistic mechanism, PSCs with S-Ti3C2Tx achieve a champion efficiency of 25.51%—outperforming control (23.46%) and pristine Ti3C2Tx-based devices (24.54%)—with enhanced stability. This work highlights terminal group engineering as a critical strategy for advancing high-performance PSCs and their potential for emerging photovoltaic technologies.
Chinese Journal of Environmental Engineering•2026•DOI: 10.12030/j.cjee.202507027
Ammonia nitrogen (NH3-N) is a common water pollutant that can induce eutrophication and threaten aquatic ecosystems and human health. Accurate monitoring is essential for water safety. This study applied a self-developed gas-permeable membrane-based conductivity sensor (GPMCS) for real-time in-situ monitoring of NH3-N in two water bodies. In the Qunying River (surface river water), GPMCS captured concentration fluctuations linked to pump operations and sewage intrusion, with mean inlet and outlet concentrations of 4.67 and 3.42 mg/L, respectively. In Swan Lake (landscape aquaculture water), concentrations reached up to 11.16 mg/L, with site means of 6.42 and 7.04 mg/L, influenced by aquaculture activities, weather, and location. GPMCS results correlated strongly with national standard methods (r1=0.8132, r2=0.7483), confirming accuracy and reliability. Compared to existing techniques, GPMCS offers high selectivity, strong anti-interference, portability, no sample pretreatment, low cost, and environmental friendliness, making it suitable for long-term in-situ monitoring. This technology provides robust support for sustainable water environment management.
Journal of Environmental Engineering Technology•2026•DOI: 10.13205/j.hjgc.202605004
To address the decline in operational performance of sewage pipeline networks in rainy cities of southern China caused by structural defects, stormwater-sewage cross-connections, and external water intrusion, a systematic governance framework comprising precise investigation, dynamic regulation, graded rehabilitation, and smart operation and maintenance was established. A zoned priority evaluation model was developed with comprehensive problem severity (P) and governance contribution (B) as core indicators, based on which differentiated governance strategies were formulated. Supported by a digital platform, monitoring, assessment, rectification, and verification data were integrated to develop a digital twin system for the pipeline network, and a correlation-based analysis and closed-loop operation and maintenance mechanism linking rainfall, groundwater level, and network hydraulic load was established. A typical urban area in Jiangxi Province was selected as the case study. After implementation, the mean COD concentration of terminal sewage in the study area increased steadily to above 230 mg/L, the average daily external water volume in the dry season decreased by 27.64%, and the sewage collection rate increased to 76%. The results indicate that the proposed framework can effectively support the quality and efficiency improvement of sewage pipeline networks in rainy cities of southern China, and provide a technical reference for similar cities.
SCIENCE CHINA Materials•2026•DOI: 10.1007/s40843-025-4000-1
Formamidine lead-based perovskites (FAPbI3) exhibit significant potential in optoelectronic applications. Nevertheless, they encounter challenges related to δ-phase instability and reliance on toxic solvents. In this study, we present a green solvent-additive synergy strategy that employs γ-valerolactone (GVL) in conjunction with reductive acids like oxalic acid (OA), to stabilize α-FAPbI3 single crystals (SCs). GVL enhances the stability of the precursors through the formation of FA+-GVL hydrogen bonds and high-valence [PbIx]2−x clusters, resulting in ambient-stable α-phase SCs, yielding a marked improvement in stability compared to SCs prepared with the toxic solvent γ-butyrolactone (GBL). Additive modulation demonstrates that H+ and reductive groups play a critical role in regulating crystallization, suppressing the δ-phase by promoting FA+ dissociation and inhibiting MA+ deprotonation. A solvent-involved intermediate, δ-FAPbI3-GVL, has been identified; this intermediate evolves into α-FAPbI3 at a low temperature of 60 °C, thereby reducing the energy barriers associated with the α to δ phase transition. In contrast, non-reductive acids and reductive ionic liquids do not inhibit δ-phase formation, with the latter even promoting the crystallization of pure δ-FAPbI3. By utilizing low-volatility OA as an additive, optimized FA0.9MA0.1PbI3 single crystal thin films exhibit a low defect density of 8.3 × 10^11 cm−3. Subsequently, a photodetector was fabricated. Under zero bias voltage and 780 nm illumination, the device exhibited a responsivity of 14.5 mA/W, a detectivity of 3.75 × 10^10 Jones, and a response speed of 149/65 μs. Moreover, without any encapsulation, the device’s performance diminished by only 17% after 30 days of storage in ambient conditions, indicating remarkable stability.
SCIENCE CHINA Materials•2026•DOI: 10.1007/s40843-025-3968-3
The commercialization of perovskite solar cells (PSCs) is hindered by stability issues primarily stemming from interfacial defects. This study employed a machine learning (ML) screening approach and constructed a learnable weighted ensemble model (LWEM) to enhance prediction robustness for identifying effective interface passivation materials. The ML model predicted that an imidazolium salt-based interface modifier, 1-benzyl-3-methylimidazolium tetrafluoroborate (BMT), is suitable for planar n-i-p PSCs. Subsequent experimental results demonstrated that BMT provides synergistic passivation via an 'ion-coordination dual-lock' mechanism that significantly suppresses non-radiative recombination, facilitates hole extraction, and improves the quality of the perovskite film. The BMT-modified devices achieve a significant increase in power conversion efficiency (PCE) from 22.45% to 24.89% under AM 1.5G illumination, and attain a high PCE of 41.31% under 1000 lux light emitting diode (LED) indoor lighting. Additionally, the modified devices exhibit outstanding stability under long-term storage and maximum power point tracking conditions. This work provides a strategy for developing high-performance and highly stable PSCs for both indoor and outdoor applications.