SCIENCE CHINA Materials•2026•DOI: 10.1007/s40843-026-4457-y
The relentless scaling of wireless communication toward millimeter-wave (mmWave) and sixth-generation (6G) systems has exposed fundamental limitations in conventional radio-frequency (RF) switches based on field-effect transistors, p-i-n diodes, and microelectromechanical systems, which suffer from trade-offs among insertion loss, isolation, footprint, power consumption, actuation voltage, and integration complexity. Non-volatile memristive switches have emerged as attractive alternatives because their resistance states can be electrically programmed and retained without continuous power consumption. However, integrating such emerging switches into functional mmWave integrated circuits remains a major challenge. Pazos et al. reported a major step by co-integrating two-dimensional hexagonal boron nitride (hBN) memristive RF switches with a commercial gallium nitride (GaN) high-electron-mobility transistor (HEMT) monolithic microwave integrated circuit (MMIC) platform. Au/hBN/Au memristors were introduced directly into the back-end-of-line (BEOL) while preserving the underlying GaN HEMTs and passive microwave circuitry. The active switching area is approximately 2 μm × 2 μm. The devices exhibited a pristine capacitance of approximately 24.5 fF and leakage currents below 100 fA at 4 V, with low-resistance states of only a few ohms after switching. Cross-sectional transmission electron microscopy revealed a well-defined ~8-nm layered hBN structure before electrical stressing, and a filament-like pathway accompanied by Au penetration after switching to the low-resistance state. The work demonstrates competitive wideband switching performance, high-temperature non-volatility, transistor-assisted programming, continuous RF attenuation, selective signal routing, and frequency-reconfigurable resonators, establishing a new integration paradigm for programmable mmWave electronics.
SCIENCE CHINA Materials•2026•DOI: 10.1007/s40843-026-4284-5
This highlight summarizes a recent breakthrough in integrated visual sensing and computing using symmetry-reconfigurable photodiodes (SRPDs). The device architecture comprises a metal-semiconductor-metal configuration with AgBiS2 as the active layer, enabling dynamic symmetry breaking through voltage-controlled silver filament formation. The SRPD exhibits broadband photosensitivity from 360 nm to 1,550 nm at an illumination intensity of 115 mW cm-2, as demonstrated by multiwavelength time-resolved photocurrent responses. The device can be programmed into fifteen distinct photoresponsivity states, facilitating analog memory and neuromorphic computing. In imaging experiments, an SRPD-based sensory chip successfully captured images through visibly non-transparent inked glass at 808 nm, highlighting its capability for information-lossless acquisition in scattering media. Furthermore, the device achieved high-accuracy pattern recognition with nearly zero false neuron outputs when projecting specific patterns (├, ┬, ┤), each correlating to a unique current output. As a proof of concept, real-time eye-tracking control of an unmanned aerial vehicle (UAV) was demonstrated, enabling the UAV to follow and monitor a moving cyberdog. These results underscore the potential of SRPDs for processing-in-sensor applications, neuromorphic vision, and human-machine interfacing, offering a compact solution that merges sensing and computing functionalities.
SCIENCE CHINA Materials•2026•DOI: 10.1007/s40843-026-4302-9
The pre-deposited lead iodide (PbI2) film in two-step inverted perovskite solar cells (PSCs) often exhibits a dense structure, which impedes the diffusion and reaction of organic ammonium salts, leading to unreacted PbI2 residues and compromised device performance. To address this, 2,4-oxazolidinedione (OD) is introduced as a molecule additive into the PbI2 precursor solution. Owing to its stronger coordination with PbI2, OD effectively modulates its crystallization behavior, resulting in a porous structure. This porous structure significantly facilitates the diffusion and infiltration of organic ammonium salts, thereby minimizing PbI2 residue and enhancing the completeness of the perovskite conversion. Furthermore, OD and the constructed porous network jointly retard the crystallization kinetics of perovskite, promoting the formation of perovskite films with improved crystallinity and preferred crystal orientation. Therefore, the optimized PSCs achieve a power conversion efficiency (PCE) of 26.31%, and demonstrate excellent operational stability, retaining 90.24% of initial PCE for 1500 h at 25°C and 90.47% after 1000 h at 65°C. The champion device exhibits a VOC of 1.197 V, a JSC of 26.28 mA cm-2, and an FF of 83.58%, with negligible hysteresis. This study presents a straightforward yet effective approach to advancing the performance and stability of inverted PSCs fabricated via the two-step method.
SCIENCE CHINA Materials•2026•DOI: 10.1007/s40843-026-4373-2
Infrared stealth technology demands materials with simultaneously low infrared emissivity and robust environmental stability. Traditional coatings suffer from high emissivity or poor thermal stability. Here, we report Sr-doped SmCoO3 perovskite ceramics achieving a record-low room-temperature infrared emissivity of 0.12 in the 8–14 μm atmospheric window. Systematic doping (x = 0, 0.1, 0.2, 0.3, 0.4, 0.5) via solid-phase synthesis reveals that Sr substitution induces a Co3+/Co4+ mixed valence state, increases oxygen vacancy concentration, and distorts the lattice. First-principles calculations (CASTEP) confirm that doping narrows the bandgap from 1.8 eV to 0.9 eV and enhances the double-exchange interaction, boosting carrier concentration and mobility. The optimized composition (x = 0.3) exhibits an electrical conductivity of 1.2×10^3 S/cm and a carrier density of 3.5×10^21 cm^-3, leading to strong infrared reflection. The material maintains emissivity below 0.15 after 100 hours of thermal cycling at 300°C and 500 hours of humidity exposure (85°C/85% RH), demonstrating exceptional environmental durability. This work establishes a new paradigm for designing high-performance inorganic infrared stealth materials via electronic-structural synergy.
SCIENCE CHINA Materials•2026•DOI: 10.1007/s40843-026-4205-8
The global energy crisis and environmental pollution necessitate efficient recovery and utilization of thermal energy resources such as industrial waste heat. Thermoelectric materials, enabling direct conversion between thermal and electrical energy, offer broad application prospects in waste heat power generation and chip cooling. The energy conversion efficiency is determined by the dimensionless figure of merit, ZT = (S^2σ/κ)T, where S is the Seebeck coefficient, σ is the electrical conductivity, κ is the thermal conductivity, and T is the absolute temperature. Ideal thermoelectric materials require both a high power factor (PF = S^2σ) and low thermal conductivity. However, the strong coupling between electrical and thermal transport parameters makes synergistic optimization challenging. Over the past two decades, strategies such as band engineering, nanostructuring, liquid-like ions, interstitial atoms, phonon softening, and defect engineering have been explored. Among these, entropy engineering has emerged as a novel strategy that achieves synergistic optimization by introducing multiple components to increase configurational entropy. High entropy materials, originating from alloys, are defined as multi-principal element systems with five or more elements in near-equiatomic ratios forming single-phase solid solutions. The molar configurational entropy ΔS_conf = R∑x_i ln x_i, with materials classified as high entropy (ΔS_conf > 1.5R), medium entropy (1R < ΔS_conf < 1.5R), or low entropy (ΔS_conf < 1R). Four core effects are summarized: high entropy effect, lattice distortion effect, sluggish diffusion effect, and cocktail effect. Research has expanded from alloys to oxides, chalcogenides, and half-Heusler compounds. This review systematically summarizes the mechanisms by which lattice distortion in high entropy materials affects electrical and thermal transport, and discusses optimization strategies for thermoelectric performance.
SCIENCE CHINA Materials•2026•DOI: 10.1007/s40843-025-3715-5
A new generation of porphyrin-based photosensitizers (PoTA1–PoTA3) was developed for photocatalytic hydrogen evolution (PHE). Each photosensitizer features dual anchoring groups—4-ethynylbenzoic acid, 3-ethynylbenzoic acid, or 5-ethynylthiophene-2-carboxylic acid—at the meso-position of the porphyrin macrocycle, along with long-chain alkyloxy substituents. This dual-modification strategy suppresses charge recombination and reduces aggregation on TiO2 surfaces. PoTA3, containing the 5-ethynylthiophene-2-carboxylic acid moiety, exhibits a redshifted and broadened absorption profile, enhancing solar spectrum utilization. Under blue light irradiation, the PoTA3-based system achieves an apparent quantum yield (AQY) of 8.3%, an initial hydrogen evolution rate of 485 mmol g−1 h−1, and a turnover number (TON) of 27,858 in aqueous media, substantially outperforming PoTA1 and PoTA2. Under white light, PoTA1 and PoTA3 achieve AQY values of 5.5% and 6.8%, respectively, surpassing the benchmark YD2-o-C8 (AQY = 4.07%). The synergistic effects of enhanced light harvesting, minimized aggregation, and optimized HOMO/LUMO electron density distributions contribute to high efficiency and robust operational stability. These findings establish a flexible molecular engineering platform for next-generation solar-to-hydrogen conversion systems.
New Carbon Materials•2026•DOI: 10.1016/S1872-5805(26)61075-X
The proliferation of electronic devices has intensified electromagnetic radiation pollution, necessitating advanced microwave absorption materials. This study presents the electrospinning fabrication of FeNiCo/carbon nanofiber (FeNiCo/CNF) composites with exceptional microwave absorption properties. The FeNiCo/CNFs achieved a minimum reflection loss (RLmin) of −55.5 dB at 14.24 GHz with an ultrathin matching thickness of only 1.6 mm. Microstructural analysis and electromagnetic parameter testing revealed that the superior absorption stems from the synergistic interaction between the carbon nanofiber network and FeNiCo alloy nanoparticles, which promotes multiple reflections and efficient energy dissipation. The precise control of coercivity and permeability via systematic modulation of magnetic metal composition enabled enhanced impedance matching and optimized magnetic-dielectric synergy. Furthermore, radar cross-section (RCS) simulations confirmed the material's capability to significantly reduce RCS values across a wide angular range, validating its potential for stealth technology applications. This work introduces a cost-effective and sustainable approach for developing ultralight, high-performance microwave absorbers, addressing the limitations of conventional materials such as high density and poor stability.
Environmental Chemistry•2026•DOI: 10.7524/j.issn.0254-6108.2024112104
Carboxyl-modified polystyrene microplastics (PS-COOH) are negatively charged particles formed by surface oxidation and functional group modification of polystyrene microplastics (PS), widely used in biomedical and analytical chemistry. However, studies on their neurotoxic effects on aquatic organisms are scarce. This study employed zebrafish (Danio rerio) as a model organism, exposing embryos to environmentally relevant concentrations (0.1, 1, 10, 100 μg·L−1) of PS and PS-COOH. Neurotoxic effects were assessed by measuring tail coiling frequency at 24 hpf and swimming velocity under alternating light/dark cycles at 120 hpf. Results demonstrated that both PS and PS-COOH induced neurotoxicity, with PS-COOH significantly reducing tail coiling frequency and average swimming speed compared to PS (P<0.05). Exposure to 10 μg·L−1 PS-COOH disrupted neurotransmitter homeostasis, altering levels of acetylcholine (ACh), serotonin (5-HT), and γ-aminobutyric acid (GABA). Transgenic zebrafish Tg(huc:EGFP) fluorescence assays revealed that PS-COOH (0.1–100 μg·L−1) caused damage to central neurons. These findings indicate that PS-COOH exposure impairs cholinergic, serotonergic, and GABAergic neurotransmission, induces neuronal damage, and exerts neurotoxic effects on zebrafish larvae. This study provides a theoretical basis for assessing the ecological and health risks of modified microplastics.
Journal of Environmental Engineering Technology•2026•DOI: 10.13205/j.hjgc.202604006
High-strength sulfamethoxazole (SMX) wastewater severely inhibits anaerobic microorganisms, reducing organic degradation and methane yield. This study investigated the effects of short-chain (C6-HSL) and long-chain (C12-HSL) N-acyl-homoserine lactone (AHL) signaling molecules, individually and in combination, on the construction, performance, and antibiotic resistance gene (ARG) profiles of anaerobic electroactive biofilms within a microbial electrolysis cell coupled anaerobic digestion (MEC-AD) system. Compared to the control (no AHLs), SMX removal efficiency increased by 9.26%, 7.44%, and 10.67% for C6-HSL (T1), C12-HSL (T2), and combined (T3) treatments, respectively. Methane production rates rose by 20.4%, 16.9%, and 23.1% for T1, T2, and T3, respectively. AHLs promoted extracellular polymeric substance secretion, enhancing electroactive microbe attachment to the anode. Microbial community analysis revealed increased diversity and modulated key functional genera. Notably, Georgenia abundance increased by 16.77% (T1) and 36.47% (T3) but decreased by 15.99% (T2). ARG analysis showed that single AHLs elevated intI1, sul1, and sul2 abundances, whereas combined AHLs (T3) exhibited a milder response, with sul2 abundance reduced by 4.92% relative to control. This suggests synergistic AHLs suppress ARG host proliferation. This study first demonstrates that combined short- and long-chain AHLs enhance electroactive biofilm formation, maintain microbial community stability, and modulate ARG dissemination risk, offering a quorum sensing-based strategy for antibiotic wastewater treatment and risk management.
Journal of Environmental Engineering Technology•2026•DOI: 10.13205/j.hjgc.202604022
The resource utilization of food waste contributes to reducing environmental pollution, driving nutrient cycling and biomass energy development, and promoting the resource recycling industry, achieving a win-win outcome for environment and economy. This study evaluated the resource recovery performance and environmental impacts of producing carbon sources for wastewater treatment through hydrolysis and acidification of food waste, comparing with two conventional alternatives: anaerobic fermentation and incineration. Results showed that among the three technologies, hydrolysis for carbon source production ranked middle in resource recycling efficiency, but its environmental benefits were superior to incineration and anaerobic fermentation. The hydrolysis process did not produce additional wastewater requiring treatment, and its greenhouse gas emissions and solid waste generation intensity were relatively low, at -40.7 kg CO2-eq/t and 9.3%, respectively. Carbon sources derived from food waste can replace commercial alternatives, reducing wastewater treatment costs and promoting synergies between pollution reduction and carbon mitigation. Sensitivity analysis revealed that water content in food waste significantly influences solid impurity generation and energy recovery efficiency of hydrolysis technology. In regions with high food waste generation and carbon source demand, hydrolysis technology is recommended to facilitate large-scale synergistic treatment of wastewater and food waste.
Chinese Journal of Environmental Engineering•2026•DOI: 10.12030/j.cjee.202510089
Microplastics (MPs) are frequently detected in various water bodies, posing increasing environmental risks. This study synthesized magnetic Fe3O4@MIL-100(Fe) microspheres via an in-situ one-step hydrothermal method and investigated their adsorption removal mechanisms for polystyrene (PS) and polylactic acid (PLA) microplastics. The composite exhibited a core-shell structure with a high specific surface area of 848.6 m2·g−1. Adsorption kinetics showed that PLA followed a pseudo-second-order model, while PS fitted both pseudo-first-order and pseudo-second-order models. Equilibrium data for both MPs were well described by the Freundlich isotherm. Removal efficiencies for PLA and PS increased from 58.18% and 49.66% to 98.90% and 98.58%, respectively, as pH decreased, and from 64.24% and 21.58% to 97.05% and 94.63% with increasing ionic strength. The removal mechanism involved synergistic physical-chemical interactions: hydrogen bonding dominated for PLA, with some complexation, while π–π interactions and hydrogen bonding were primary for PS. The material demonstrated excellent reusability over multiple cycles. These findings highlight the potential of Fe3O4@MIL-100(Fe) for efficient removal of MPs from water, offering a novel approach for controlling emerging contaminants.
Journal of Fuel Chemistry and Technology•2026•DOI: 10.1016/S1872-5813(25)60631-1
Methane dehydroaromatization (MDA) offers a carbon-neutral route to benzene, toluene, and xylene (BTX), yet the regulatory mechanisms of Brønsted acid site (BAS) strength and spatial proximity to Mo sites remain unresolved. This study systematically tunes BAS strength via isomorphous substitution (Al, Ga, Fe, B) and Mo-BAS proximity in ZSM-5, integrating catalytic evaluations with density functional theory (DFT). Strongly acidic Al-zeolites achieve the highest methane conversion, while weakly acidic B-substituted systems exhibit optimal mono-/bifunctional synergy, outperforming moderate-acid counterparts. DFT reveals that deprotonation energy (DPE) correlates with acid strength; Al-ZSM-5 (DPE = -5.68 eV) lowers the C–H activation barrier (ΔG = 1.467 eV). Spatial proximity analysis shows that nanoscale Mo-BAS distances, achieved via ball milling, enhance methane conversion by 33% and BTX yield by 31% compared to micrometer-scale mixtures, by accelerating intermediate transport and suppressing coke. These findings establish a multi-scale framework linking acid strength, spatial confinement, and electronic modulation, providing actionable guidelines for designing next-generation MDA catalysts.
Chinese Journal of Environmental Engineering•2026•DOI: 10.12030/j.cjee.202509086
Groundwater contamination by nitrate and antibiotics has become a global concern. This study evaluated the continuous performance of permeable reactive barrier (PRB) columns packed with zero-valent iron (ZVI) and pyrite (FeS2) combined with denitrifying microorganisms (ZFM) for simultaneous removal of nitrate and ofloxacin (OFL). Control columns included soil (S), microorganisms (M), and ZVI/FeS2 (ZF). Over 30 days of continuous operation, the ZFM column achieved average removal efficiencies of 88% for nitrate and 78% for OFL, significantly higher than controls. The ZFM system maintained higher active iron concentration (0.68 mg·L−1) compared to ZF (0.48 mg·L−1), mitigated pH increase, and sustained lower oxidation-reduction potential (ORP), favoring stable performance. XRD and XPS analyses revealed that microbial involvement promoted FeS formation (2θ=30.1°) and reduced ZVI passivation, extending material lifespan. High-throughput sequencing showed that while overall microbial diversity remained stable, key functional populations including norank_f_Fermentibacteraceae, norank_f_Anaerolineaceae, Longilinea, and Anaerolinea increased in abundance by 2.93%, 0.55%, 1.53%, and 0.62%, respectively, enhancing nitrate and OFL removal. These findings demonstrate that integrating microorganisms with ZVI/FeS2 in PRB systems offers a promising approach for remediating combined nitrate and antibiotic contamination in groundwater.
Environmental Chemistry•2026•DOI: 10.7524/j.issn.0254-6108.2025112603
The cycloaddition of carbon dioxide (CO2) to epoxides (CCE) is a 100% atom-economical transformation yielding cyclic carbonates, which are valuable chemical products. This reaction valorizes CO2 as a carbon feedstock, mitigating the greenhouse effect and aligning with carbon neutrality goals. Conventional covalent organic framework (COF) catalysts often require co-catalysts to achieve high efficiency. To address this, we designed and prepared a series of ionic COFs, denoted EB-BT(nOH), that simultaneously incorporate acid (hydroxyl), base (nitrogen), and nucleophilic bromide (Br−) functionalities. These materials efficiently catalyze the CCE reaction without any co-catalyst. Among them, EB-BT(OH) exhibited the highest catalytic activity, achieving a 99% yield of the target product at 120 °C and 2.0 MPa CO2 pressure. By systematically varying the hydroxyl content in the COF backbone, we investigated the critical role of hydrogen bond donors (HBDs) in the CCE reaction. This work provides new design principles for COF-based catalysts for CCE, eliminating the need for co-catalysts and enhancing process sustainability.
SCIENCE CHINA Materials•2026•DOI: 10.1007/s40843-025-3820-5
Two novel N-heterocyclic carbene (NHC)-based ligands featuring rigid boron-oxygen (BO) fused-ring units, named Bpmi and Bpmb, and the two corresponding homoleptic meridianal iridium complexes, namely mer-Ir(Bpmi)3 and mer-Ir(Bpmb)3, were designed and synthesized. Single-crystal structures revealed a meridional coordination geometry for both complexes. Shorter Ir–C carbene bond lengths and rigid planar BO-fused ring units contribute to enhanced stability. Both complexes exhibit efficient green phosphorescence (λem = 536/521 nm in toluene, ΦPL > 78%) with short lifetimes (τ = 846/1083 ns), leading to high radiative rate constants (Kr = 10.04 × 10^5 and 7.29 × 10^5 s−1, respectively). Theoretical calculations indicate significantly increased metal-to-ligand charge transfer (MLCT) character (21.69% for mer-Ir(Bpmi)3; 17.30% for mer-Ir(Bpmb)3) compared to reference complexes (13.01% for mer-Ir(pmi)3; 15.99% for mer-Ir(pmb)3). Both complexes exhibit exceptional thermal stability with decomposition temperatures of 491°C (mer-Ir(Bpmi)3) and 540°C (mer-Ir(Bpmb)3). OLED devices using mer-Ir(Bpmb)3 and mer-Ir(Bpmi)3 as emitters demonstrate maximum external quantum efficiencies of 20.0% and 15.6%, respectively. This research pioneers boron-fused ring-containing NHCs and their phosphorescent iridium(III) complexes, establishing a novel design strategy for high-performance NHC-based OLED phosphorescent emitters.
SCIENCE CHINA Materials•2026•DOI: 10.1007/s40843-025-3839-4
Broadband optoelectronic memristors with high computational efficiency and low power consumption are pivotal for neuromorphic computing at the edge. This work presents a Ag/WO3−x:N/ZnO:N/ITO memristor exhibiting dual-modal synaptic plasticity. Electronic synaptic properties emulate biological plasticity, while photoresponse to multiple wavelengths, including simultaneous dual-wavelength stimulation, yields composite photocurrents. Leveraging these characteristics, single- and dual-wavelength artificial vision arrays simulate human visual perception. An artificial neural network integrated with a Field Programmable Gate Array (FPGA) forms a floating-point arithmetic system for object detection. The edge computing system achieves a 103-fold reduction in power consumption, addressing computational power limitations and enabling floating-point operations in embedded neuromorphic deployments. This work advances broadband optoelectronic synapses for efficient, low-power edge computing.
Chinese Journal of Environmental Engineering•2026•DOI: 10.12030/j.cjee.202511020
With the increasing number of oil pipelines crossing rivers, the potential risks of oil leakage and surface spreading to river ecosystems and water environments are becoming more severe. Scenario-based simulation of oil spill diffusion is a prerequisite for effective interception point placement and leakage risk prevention. Numerous factors influence oil spill diffusion, including environmental conditions, river hydrology, and accessibility of emergency resources. This study integrates these factors and multiple dynamic processes to design eight typical scenarios for oil spill diffusion simulation, considering emergency resource locations, river hydrological regimes, and leakage modes. A case study is conducted on an oil pipeline crossing a river in northwest China. Results indicate that the diffusion distance and affected area are primarily controlled by water conditions and emergency resource accessibility. In emergency management, the efficiency of maintenance and repair resources during high-water months should be prioritized. Mechanistically, external forces such as hydraulic and wind forces have a greater influence on diffusion distance, surpassing internal forces like gravity, viscosity, and surface tension within a short time. For river crossings near emergency resources, internal force effects should be considered in oil spill diffusion simulations. When emergency resource arrival times are long, the diffusion distance based on Fay's theory is relatively small and can be neglected in engineering practice. This study provides a computational basis and methodological reference for risk assessment and emergency response to potential oil spills from pipelines crossing rivers, enhancing the scientific and effective nature of risk prevention and emergency handling.
SCIENCE CHINA Materials•2026•DOI: 10.1007/s40843-025-3917-x
The escalating global challenge of antibiotic contamination demands advanced sensing technologies for environmental monitoring and public health protection. Here, we present a structurally well-defined, intercalation-engineered metal-organic framework (MOF), HSB-W18, which functions as an ultrasensitive and selective fluorescence sensor for fluoroquinolone antibiotics. Single-crystal X-ray diffraction analysis unambiguously determined both the framework architecture and the spatial organization of intercalated 2,5-dihydroxyterephthalate molecules at atomic resolution. Through ultrasound-assisted synthesis, highly stable book-shaped microsheets (HSB-W18-MS) were obtained, maintaining exceptional aqueous dispersibility and luminescence intensity for over one month. These microsheets offer distinct advantages for antibiotic detection: specific recognition of diverse fluoroquinolones via unique fluorescence signatures; highly sensitive ratiometric detection of enoxacin (ENX) with a limit of detection (LOD) of 5.62 nM and rapid response kinetics (<30 s); exceptional selectivity alongside reusability. Systematic mechanistic investigations revealed a synergistic detection process involving multiple photophysical pathways. Furthermore, a smartphone-based portable detection system was successfully implemented, and the practical utility of the sensor was validated by quantifying ENX in complex environmental samples: tap water LOD = 18.32 nM and river water LOD = 29.87 nM. This study contributes to fundamental materials science and environmental monitoring by elucidating discernible structure-property relationships in intercalated MOFs, demonstrating a robust platform for field-deployable antibiotic detection and proposing an innovative design paradigm for environmental optical sensors.
Journal of Fuel Chemistry and Technology•2026•DOI: 10.1016/S1872-5813(26)60655-X
Defect-induced nonradiative recombination critically restricts the power conversion efficiency (PCE) and stability of perovskite solar cells (PSCs). Lewis base additives show great promise in defect passivation, but current screening methods rely heavily on empirical trial and error and lack clear design principles, making it difficult to efficiently discover high-performance candidate materials. Here, we present a machine learning (ML) framework to intelligently screen Lewis base molecules for defect passivation. We trained six ensemble models on a dataset of 146 experimental data points, with Light Gradient Boosting Machine (LightGBM) yielding the best classification performance (87% accuracy). Shapley Additive Explanations (SHAP) interpretability analysis subsequently identifies the highest occupied molecular orbital (HOMO) energy (−7.5 to −6.3 eV), additive concentration (2.5 to 6.5 mg/mL), and simplified molecular backbones (O atom ≤ 2, C atom < 5) as critical design criteria. The ML prediction was experimentally validated: (S)-pyrrolidine-3-carboxylic acid ((S)-PCA) and 2-methyl-1,3-cyclopentanedione (MCPD) (Class Ⅱ) improved PCE by 2.22% and 2.01%, respectively, while 3-hydroxymethyl-3-methylbutanenitrile (3-HMBN) (Class Ⅰ) showed minimal gain. Density functional theory (DFT) calculations further confirmed the stronger binding affinities and elevated defect formation energies of Class Ⅱ additives. Notably, the champion (S)-PCA device achieved a PCE of 24.05%. This work established an ML-accelerated paradigm for the rational design of defect passivators, bridging data science and photovoltaics.
Environmental Chemistry•2026•DOI: 10.7524/j.issn.0254-6108.2025051502
Contamination of indoor air with illicit drugs poses a serious threat to public health and safety. Accurate and precise methods for monitoring these drugs are crucial for combating drug production, trafficking, and abuse, as well as reducing the risk of occupational exposure in law enforcement and healthcare workers. Current on-site rapid detection techniques for drugs in indoor air primarily include ion mobility spectrometry and electronic nose technology. Chromatography-mass spectrometry techniques are often used in the laboratory. Monitored drug types include heroin, amphetamine-type stimulants, cannabis, cocaine, synthetic cannabinoids, and fentanyl analogs, with concentration ranges ranging from a few ng·m−3 to several hundred µg·m−3. Drug concentrations are influenced by factors such as the drug type, methods involved in production and abuse, intensities of human activity, and ventilation conditions. While it has been demonstrated that long-term exposure to drug-contaminated environments may cause persistent physical discomfort, the specific mechanisms underlying health risks require further investigation. This paper reviews the sources of illicit drugs in indoor air, their detection methods, and typical application scenarios. It also analyzes the shortcomings of existing studies and proposes future research directions. The aim is to provide technical references for the monitoring of drugs in indoor air environments.
SCIENCE CHINA Materials•2026•DOI: 10.1007/s40843-026-4075-1
Titanium alloys, such as Ti-6Al-4V (TC4), are indispensable in aerospace, biomedical, and advanced manufacturing due to their high specific strength, corrosion resistance, and biocompatibility. However, their inherent strength-ductility trade-off and limited stiffness hinder next-generation lightweight structural applications. Traditional ceramic reinforcements (TiC, TiB2, SiC) improve strength but introduce brittleness and interfacial incompatibility, degrading plasticity and fatigue resistance. Graphene, with theoretical strength ~130 GPa and Young's modulus ~1 TPa, offers a promising two-dimensional reinforcement. This review systematically examines graphene-reinforced titanium matrix composites (TMCs), focusing on the intrinsic relationship between preparation, microstructure, and properties. Key preparation routes include powder metallurgy and additive manufacturing, with challenges in achieving uniform dispersion and controlling interfacial reactions. Recent studies demonstrate that surface modification and process optimization can form an ideal interface structure comprising a nano-TiC layer and residual graphene. Even at low graphene additions, synergistic strengthening mechanisms—load transfer, fine-grain strengthening, and Orowan dislocation bypass—significantly enhance strength, hardness, and wear resistance while preserving ductility. This review consolidates critical theoretical and experimental findings, offering guidance to overcome technological bottlenecks and promote engineering applications of graphene-reinforced TMCs.
SCIENCE CHINA Materials•2026•DOI: 10.1007/s40843-025-4145-0
Conductive fibers face a fundamental trade-off between high electrical conductivity and substantial mechanical stretchability, which critically undermines their reliability under extreme or dynamic mechanical conditions. To overcome this challenge, we report a bio-inspired, hierarchically structured conductive fiber engineered by mimicking the parallel-fibril architecture and integrated matrix of skeletal muscle. This fiber is constructed from multiple parallel spandex yarns as the elastic core, a continuous liquid metal (LM) layer as the conductive pathway, and a composite waterborne polyurethane (WPU)/fluoropolymer (FP) sheath as the protective matrix. This unique architecture concurrently delivers exceptional stretchability (>3500%), high electrical conductivity (3.76 × 10^5 S m−1), and outstanding stability against water and mechanical abrasion. Leveraging its excellent conductivity and mechanical compliance, the fiber can be woven into textiles and function as a receiving coil for efficient wireless power transfer. Additionally, a twisted-pair capacitive strain sensor fabricated from this fiber demonstrates a broad, linear response up to 1000% strain. When integrated into garments, the sensor effectively monitors a wide range of physiological activities, from gross joint movements to subtle biological signals, including wrist pulse, vocal vibration, ballistocardiogram, and respiration. This work presents a conductive fiber that integrates high conductivity, ultra-stretchability, waterproofness, and long-term durability, offering a robust material platform and a scalable fabrication strategy for advancing all-weather health-monitoring systems, smart textiles, and next-generation wearable electronics.
SCIENCE CHINA Materials•2026•DOI: 10.1007/s40843-025-4008-2
Lung cancer, particularly non-small cell lung cancer (NSCLC), remains a leading cause of cancer-related mortality, with conventional therapies hampered by poor tumor specificity, low drug accumulation, and suboptimal efficacy. To address these challenges, we rationally designed a tumor-targeted, ferrocene-bearing, covalently immobilizable theranostic probe, dIR-CDF, for near-infrared (NIR) imaging-guided photodynamic-ferroptosis synergistic therapy. The probe exploits the overexpression of sulfenated proteins in the tumor microenvironment to specifically target integrin αvβ3-positive NSCLC cells and undergo covalent anchoring via the reaction between 1,3-cyclohexanedione and sulfenic acid, thereby enhancing tumor accumulation and retention. Under 808 nm irradiation, dIR-CDF generates singlet oxygen (1O2) for photodynamic therapy (PDT), while the sustained release of ferrocene catalyzes Fenton reactions to produce hydroxyl radicals (·OH), inducing ferroptosis. The synergistic action of PDT and ferroptosis amplifies lipid peroxidation and disrupts antioxidant defenses, leading to efficient suppression of NSCLC tumors in living mice. This work presents a universal and powerful theranostic platform for precise cancer diagnosis and treatment, with the covalent targeting strategy offering enhanced specificity and retention.
SCIENCE CHINA Materials•2026•DOI: 10.1007/s40843-026-4164-3
Lithium metal anodes (LMAs) are pivotal for next-generation high-energy batteries, yet their commercialization is hindered by dendrite growth and unstable solid electrolyte interphase (SEI). Here, we report a dual-layered artificial SEI (ASEI) comprising an inner LiF-rich inorganic layer and an outer perfluoropolyether (PFOE) organic layer, fabricated via a scalable roll-pressing technique. The LiF-rich layer lowers Li-ion diffusion barriers and provides mechanical robustness, while the PFOE layer chemically stabilizes the interface against electrolyte oxidation. Symmetric cells with PFOE-LiF@Li anodes achieve over 1400 h of stable cycling at 30 mA cm−2 and 5 mAh cm−2. Full cells paired with LiFePO4 cathodes deliver 350 cycles at 1 C and over 550 cycles at 2 C with high capacity retention and Coulombic efficiency. This work establishes a design principle for interfacial engineering, combining inorganic rigidity with organic functionality, and offers a promising route for practical LMBs.
SCIENCE CHINA Materials•2025•DOI: 10.1007/s40843-025-3643-8
Inverted perovskite solar cells (PSCs) suffer from defect-mediated nonradiative recombination and inefficient charge extraction, particularly at the buried interface and grain boundaries (GBs), which limit power conversion efficiency (PCE) and operational stability. This study introduces a multifunctional phosphonic acid molecule, (2-(3,6-bis(trifluoromethoxy)-9H-carbazol-9-yl)ethyl)phosphonic acid (M28), as an additive in the perovskite precursor solution. M28 spontaneously segregates toward the buried interface and GBs, fulfilling three roles: (1) slowing crystallization to enlarge grains and improve film quality, (2) passivating defects to suppress charge recombination, and (3) inducing p-type doping to create an extra electric field that promotes hole transport. Devices incorporating M28 achieve a champion PCE of 25.96% and retain 80% of initial efficiency after 1500 h of maximum power point tracking. This work demonstrates the efficacy of multifunctional phosphonic acid additives in addressing buried-interface and GB defects, offering a viable route to high-performance, stable inverted PSCs.