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YL
Verified CAS / Academic Author9 Decoded Studies

Prof. YANG Lin

State Key Laboratory of Materials-Oriented Chemical Engineering, College of Chemical Engineering, Nanjing Tech University

Co-Affiliations:School of Statistics, Shanxi University of Finance and Economics; State Key Laboratory of Coal Conversion, Institute of Coal Chemistry, Chinese Academy of SciencesInstitute of Coal Chemistry, Chinese Academy of Sciences, State Key Laboratory of Coal Conversion, Taiyuan 030001, China

Research Publications & English Decoded Briefs

Showing 9 publications
SCIENCE CHINA Materials2026DOI: 10.1007/s40843-026-4320-4

Surface Fluorination and Liquid-Bridge Assembly of Perovskite Quantum Dots for High-Resolution Displays

Colloidal lead halide perovskite quantum dots (Pe-QDs) have achieved external quantum efficiencies exceeding 20% in red, green, and blue light-emitting diodes (LEDs), yet their integration into high-resolution displays is impeded by two persistent bottlenecks: the intrinsic ionic lability of Pe-QDs, which compromises structural and environmental stability, and the absence of mild, high-fidelity patterning techniques that avoid ligand detachment and surface defect formation. This work addresses both obstacles through a dual strategy. First, a ligand-fluoride co-stabilization method yields shape-defined, colloidally stable rhombic dodecahedral CsPbBr3 Pe-QDs; subsequent fluorine surface reconstruction using tetrabutylammonium fluoride (TBAF) enhances ligand binding affinity, producing BHOA+F CsPbBr3 Pe-QDs with a photoluminescent quantum yield (PLQY) of 94.6%. Accelerated ageing, ultraviolet irradiation, and thermal cycling tests confirm improved structural and environmental stability. Second, capillary liquid-bridge confined assembly enables reproducible, scalable fabrication of pixelated Pe-QDs with in-plane long-range order, vertical confinement, and precise spatial patterning. The resulting pixelated Pe-QDs LEDs exhibit high efficiency, sufficient brightness, and long operational stability, with the approach generalizable across red, green, and blue Pe-QDs for wide color gamut displays. This combination of surface fluorination and liquid-bridge assembly represents a landmark achievement in high-resolution display technology.

SCIENCE CHINA Materials2026DOI: 10.1007/s40843-026-4262-7

Single-gate reconfigurable multifunctional devices based on anti-ambipolar van der Waals heterojunctions

The escalating demands of artificial intelligence, machine learning, and neural computing necessitate multifunctional optoelectronic devices capable of integrating sensing, memory, and processing. Two-dimensional van der Waals heterostructures (vdWHs) offer unique advantages, yet their practical deployment is hindered by complex architectures and inefficient mode-switching. Here, we demonstrate a MoTe2/SnS2 anti-ambipolar heterojunction device enabling single-gate reconfiguration among frequency doubling, broadband photodetection, and neuromorphic computing. The device exhibits a peak-to-valley ratio (PVR) of 465, ensuring efficient frequency doubling. As a photodetector, it operates across an exceptionally broad spectral range of 520–2200 nm, with outstanding responsivity and detectivity. Furthermore, the device emulates complete synaptic behaviors, including short-term plasticity (STP), long-term plasticity (LTP), and paired-pulse facilitation (PPF). Integrated into a reservoir computing (RC) system trained on a vehicle motion dataset, it achieves a directional recognition accuracy of 98.7%. This work establishes a paradigm for multifunctional integration and low-power neuromorphic computing, advancing next-generation intelligent optoelectronic systems.

SCIENCE CHINA Materials2026DOI: 10.1007/s40843-025-3579-8

Synergistic Sulfur Vacancy and Polydopamine Engineering in S v-CdS@PDA Z-scheme Heterojunctions for Photocatalytic H2O2 Production with Robust Anticorrosion

Metal sulfides such as CdS are promising for solar-driven H2O2 production but suffer from rapid charge recombination and severe photocorrosion. This study introduces a dual-functional strategy synergizing sulfur vacancy (Sv) engineering and polydopamine (PDA) coating to overcome these limitations. Sv-CdS nanorods were hydrothermally synthesized with tunable vacancy concentrations, followed by in-situ PDA deposition to construct a direct Z-scheme heterojunction. X-ray photoelectron spectroscopy (XPS) and density functional theory (DFT) calculations reveal that the introduction of S vacancies reduces the work function of CdS, facilitating energy level alignment with PDA and enabling efficient electron transfer from CdS to PDA. By tuning the concentration of S vacancies, the charge transfer efficiency can be maximized. As a result, the photocatalytic H2O2 production rate reaches 2539.5 μmol g−1 h−1 under visible light, and further increases to 4395.5 μmol g−1 h−1 after PDA encapsulation—15.6 times higher than that of pristine CdS. Concurrently, PDA enhances O2 adsorption and protects Sv-CdS from photocorrosion. Sv-CdS@PDA exhibited superior photostability compared to Sv-CdS after three consecutive photocatalytic cycles. Mechanistic studies suggest that the Z-scheme heterojunction effectively separates electron-hole pairs: electrons in the conduction band of CdS reduce O2 to ·O2−, which is subsequently converted to H2O2, while holes in the valence band of Sv-CdS oxidize water to replenish O2. This work provides fundamental insights into engineering charge transfer and stability in sulfide-based photocatalysts.

Journal of Fuel Chemistry and Technology2026DOI: 10.1016/S1872-5813(26)60646-9

Molecular Dataset of Paraffin Oxidative Pyrolysis: ReaxFF Molecular Dynamics Simulations and Reaction Network Analysis

This dataset provides high-precision molecular dynamics trajectories for oxidative pyrolysis of three paraffin models with distinct straight-chain hydrocarbon distributions, simulated over a temperature range of 2100–2500 K. The COMPASS force field was used for initial structure optimization, and the ReaxFF reactive force field for pyrolysis simulation. The database comprises atomic trajectories, species evolution information, and reaction network analysis results for both heating and isothermal cracking processes, totaling approximately 141 GB and including 150,000 atomic configuration frames. Data are stored in a hierarchical directory structure, supporting multi-scale mechanistic studies. The dataset enables quantitative analysis of carbon chain length effects on reaction pathways, high-resolution tracking of free radical evolution, and extraction of kinetic parameters across a wide temperature range. It provides an atomic-scale foundation for understanding paraffin oxidative pyrolysis, with implications for addressing wax deposition in oil and gas extraction, enhancing product selectivity in cracking processes, and advancing clean fuel technologies. The data are publicly available via DOI:10.57760/sciencedb.31639.

SCIENCE CHINA Materials2026DOI: 10.1007/s40843-025-3487-x

Rapid Fabrication of Cf/ZrB2-SiC Composites with Multifunctional Properties via Aqueous Injection-Assisted Vacuum Impregnation

Continuous carbon fiber-reinforced ZrB2-SiC ceramic matrix composites are promising thermal protection materials for hypersonic vehicles and reusable spacecraft. Although injection-assisted vacuum impregnation (IVI) offers advantages such as shorter processing cycles, lower costs, and reduced fiber damage compared to conventional methods, phenolic/acetone-based IVI systems yield composites (designated as CPS) with limited ceramic contents. To address this, an aqueous slurry-based IVI approach was developed, producing composites designated as CHS. After a single IVI cycle, CHS achieved a ZrB2 phase volume fraction of 25 vol.%, 47% higher than CPS, while reducing processing time by 49%. After chemical vapor infiltration, CVI-CHS composite exhibited a room-temperature compressive strength of 106.78±10.53 MPa, representing a 28% improvement over CVI-CPS. Crack propagation analysis revealed discontinuous zigzag patterns under compression, dominated by fiber bridging and pull-out energy dissipation mechanisms. Flexural results revealed both composites retain considerable strength (111.15±12.46 and 83.15±12.03 MPa) along with low flexural modulus (13.00±2.41 and 13.52±6.99 GPa) and high strain tolerance (1.32%±0.018% and 1.07%±0.34%). It is attributed to the anisotropy of fiber preforms and the elastic modulus mismatch among different phases, which hindered effective constraint of fibers by the matrix and, in turn, facilitated mitigation of stress concentration. Additionally, CVI-CPS demonstrated superior X-band electromagnetic interference (EMI) shielding (34–36 dB) compared to CVI-CHS (22–27 dB), resulting from synergistic effects between pyrolitic and deposited carbon in the matrix of the former. Both composites showed enhanced EMI shielding efficiency with increasing temperature up to 600°C. This eco-friendly aqueous IVI strategy enables high-performance, cost-effective thermal protection materials with higher ceramic loading and tunable multifunctional properties.

Journal of Fuel Chemistry and Technology2026DOI: 10.1016/S1872-5813(26)60673-1

A Standardized Dataset of CO-TPD Spectra on Transition-Metal Single-Crystal Surfaces

Temperature-programmed desorption (TPD) is a fundamental technique in surface science and heterogeneous catalysis for characterizing adsorption behavior and extracting key parameters such as adsorption energy. However, the majority of existing TPD data is accessible only in the form of published images, lacking structured and quantitative datasets, which constrains rigorous quantitative analysis and computational modeling. Using carbon monoxide (CO) as a widely adopted probe molecule, we constructed a curated and standardized dataset of CO-TPD spectra encompassing 14 transition-metal single-crystal surfaces, including copper (Cu) and ruthenium (Ru). By systematically extracting numerical data points from published spectra and applying normalization, essential spectral features such as peak shape are fully preserved. The dataset also documents relevant experimental parameters, including heating rates, and was developed using a standardized protocol for data collection and quality control. This resource serves as both a reference library to support the deconvolution of TPD spectra from complex catalysts and an experimental benchmark for calibrating parameters in theoretical models. By providing a reliable and accessible data function, this work advances the microscopic understanding and rational design of catalyst active centers.

SCIENCE CHINA Materials2026DOI: 10.1007/s40843-025-3754-1

Chemically Recyclable Chiral Polyesters Synthesis via Kinetic Resolution Polymerization Strategies

Chiral polyester materials that integrate chemical recyclability with high performance have become a focal point in sustainable polymer research. Their thermal and mechanical properties are intrinsically linked to polymer microstructure, with stereoregular chiral polyesters typically exhibiting superior crystallinity and performance relative to atactic counterparts. Asymmetric kinetic resolution polymerization (AKRP) has emerged as a powerful method for synthesizing stereoregular chiral polyesters from racemic monomers, utilizing chiral catalysts to selectively recognize and polymerize one enantiomer while leaving the other unreacted. Recent advances have expanded AKRP scope to include targeted recognition of specific substrate sites based on chiral discrimination. This review summarizes recent progress in AKRP across representative monomer systems, categorized by ring size, highlighting breakthroughs in catalyst design, mechanistic understanding, and material properties. Key metrics such as kinetic resolution coefficient (k_rel) and selectivity factor (s-factor) are discussed as quantitative measures of stereoselective control. The review underscores the potential of AKRP to circumvent costly enantiomer separation, offering a promising route to advanced chiral polyesters with tailored properties for applications ranging from biodegradable plastics to biomedical materials.

Chinese Journal of Environmental Engineering2026DOI: 10.12030/j.cjee.202510041

Ten-Thousand-Ton Scale Engineering Practice of Retrofitting a UASB Reactor into an Aerobic Granular Sludge Process

This study presents a full-scale engineering practice of retrofitting an idle upflow anaerobic sludge blanket (UASB) reactor into an aerobic granular sludge (AGS) system for treating low-strength municipal wastewater. The design capacity was 20,000 m3/d (maximum 24,000 m3/d), achieving separate treatment of industrial and domestic wastewater to reduce operational costs. Systematic analysis covered hydraulic capacity enhancement, effluent quality, pollutant removal efficiencies, sludge granulation progress, and operational costs. Results showed rapid start-up: the system reached 75% of design capacity by day 10 and 90% by day 26. During a 4-month operation, average removal efficiencies for COD, NH4+-N, TN, and SS were 83.2%, 97.0%, 75.9%, and 94.4%, respectively, even under low influent BOD5/TN ratios (typically below 4). Granulation progressed quickly: by day 44, average particle size was 2.6 times that of the inoculum and over 4 times that of flocs, with granules (>200 μm) accounting for 17.3%; by day 110, these values increased to 3.2 times and 5 times, with granule proportion reaching 33.4%. Compared to the previous year (June–August), the AGS process reduced electricity consumption, chemical consumption, and sludge production by 77.3%, 25.4%, and 30.4%, respectively, while saving 65.6% of footprint. This ten-thousand-ton case provides a practical basis for AGS technology application in China.

SCIENCE CHINA Materials2026DOI: 10.1007/s40843-026-4117-y

A H2O2-triggered NIR chemiluminescence nanoprobe with aggregation-induced emission properties for in vivo inflammation imaging and tumor theranostics

Real-time, in situ imaging of hydrogen peroxide (H2O2), a key reactive oxygen species implicated in various diseases, remains challenging due to limitations of existing probes, such as short emission wavelengths and reliance on external excitation. To address these issues, we developed an H2O2-triggered near-infrared (NIR) chemiluminescence (CL) nanoprobe with aggregation-induced emission (AIE) characteristics for in vivo inflammation imaging and tumor theranostics. This nanoprobe, denoted as CPPO@TN NPs, was constructed by co-encapsulating a tailored AIE photosensitizer (TN) with strong NIR emission and high singlet oxygen (1O2) generation, a H2O2-responsive chemiluminescent substrate (CPPO), and soybean oil (as a retarder) within F-127 micelles. Upon encountering H2O2, the nanoprobe undergoes a persistent chemically initiated electron exchange luminescence (CIEEL) process that activates AIEgens, resulting in intense NIR chemiluminescence and sustained 1O2 production without the need for external irradiation. Leveraging this mechanism, CPPO@TN NPs achieved highly sensitive and specific imaging of drug-induced liver injury and peritonitis in murine models, with exceptional tissue penetration and signal-to-noise ratio. Furthermore, the nanoprobe facilitated effective self-luminescent imaging and photodynamic therapy of tumors, significantly inhibiting tumor growth in a 4T1 tumor-bearing mouse model. This platform provides an external light excitation-free theranostic strategy for H2O2-associated diseases.