πŸ”’ Access Request: SinoTechIntel Empirical Scientific Dataset (20-Column Edition)

This repository is publicly accessible, but you have to accept the conditions to access its files and content.

This Hugging Face repository provides the 20-column Open Preview Edition (Metadata, Abstracts, Key Takeaways, SFT Q&A Pairs & Empirical Table 1 Preview) under CC-BY-NC-4.0 (Non-Commercial). Commercial LLM pre-training, enterprise RAG indexing, or full-text PDF/Markdown + Complete Multi-Table Extraction requires a Commercial License or Lab Pass from https://sinotechintel.com/pricing.

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πŸ”¬ Chinese Materials Science, Semiconductor & Metallurgy Empirical Intelligence (20-Column Enterprise Edition)

Official Portal Cataloged Papers Empirical Tables Commercial Licensing

Enterprise-grade scientific intelligence dataset providing structured English research syntheses, authoritative DOIs, quantitative takeaways, extracted empirical benchmark tables (Markdown), scientific Q&A pairs, and high-resolution micrographs of breakthrough Chinese research in Materials Science, Semiconductors, Metallurgy, and Deep Tech.


🏒 Edition Comparison: Hugging Face Preview vs. Full Commercial Vault

Dataset Feature / Asset Hugging Face 20-Column Preview (CC-BY-NC-4.0) Official Portal Full Vault & Enterprise Corpus (Commercial)
Bibliographic Metadata (DOI, Title, Journal EN/ZH, Year, Vol/Issue) βœ… Included (100 records) βœ… Full Archive (8,127+ records)
Author Names & State Key Lab / University Affiliations βœ… Included βœ… Included
Structured Abstracts & Quantitative Key Takeaways βœ… Included βœ… Included
Domain-Specific Scientific Q&A Pairs (scientific_qa_pairs for SFT) βœ… Included (8,045+ records) βœ… Included
Empirical Benchmark Table 1 (empirical_table_preview_md) βœ… Included (7,801+ Markdown tables) βœ… All Empirical Tables (Tables 1, 2, 3+)
Complete Full-Text AI-Ready Markdown (.md, up to 40,000 chars/paper) ❌ Not Included βœ… Instant Download via Vault (/paper/[slug]/download)
Original Peer-Reviewed Full-Text PDF + High-Res SEM/TEM Figures ❌ Not Included βœ… Encrypted Server Stream (/pricing)
Commercial LLM Pre-Training, Fine-Tuning & Enterprise RAG Rights ❌ Non-Commercial Only βœ… Full Commercial License Included

πŸ’³ Instant Self-Serve Passes & Enterprise Bulk Licensing

  • πŸ”“ Unlock Individual Papers or Lab Subscriptions: https://sinotechintel.com/pricing
    • Single Paper Pack ($2.99): Instant Full-Text PDF + Complete AI-Ready Markdown (.md) download.
    • Researcher 50-Paper Pass ($19/mo): 50 full-paper downloads/month + full empirical table access.
    • Lab Unlimited Pass ($99/mo): Unlimited PDF & AI-Ready Markdown downloads + CSV benchmark exports.
  • πŸ“¦ Enterprise Bulk Corpus Delivery (.parquet / .jsonl via AWS S3 or API):

πŸ—‚οΈ 20-Column Dataset Schema Specification

# Field Name Type Description
1 id int Canonical record identifier
2 doi string Official Crossref / CNKI / Wanfang Digital Object Identifier
3 title string High-precision English translated research title
4 journal_name string Peer-reviewed Chinese journal name (English nomenclature)
5 journal_original string Original Chinese journal title (e.g., ε€ͺι˜³θƒ½ε­¦ζŠ₯)
6 published_year int Publication year (2026 / 2025)
7 volume_issue string Volume, Issue, and Page range
8 authors string Semicolon-separated list of research authors
9 institutions string Author affiliations, Universities & State Key Laboratories
10 abstract string Complete structured English academic abstract
11 key_takeaways string Bullet-point quantitative findings and engineering metrics
12 empirical_table_preview_md string Extracted Empirical Benchmark Table 1 in GitHub-Flavored Markdown
13 executive_synthesis_md string Multi-paragraph technical synthesis of experimental methodology & results
14 scientific_qa_pairs string Domain-specific Question & Answer pairs for SFT and RAG benchmarking
15 figure_thumbnail_url string Direct URL to extracted schematic diagram or SEM/TEM micrograph
16 citation_count int International citation count (OpenAlex / Europe PMC)
17 clinical_trial_id string Registered clinical trial identifier (NCT... / ChiCTR...)
18 paper_url string Canonical URL on the official SinoTechIntel portal
19 vault_unlock_url string Direct URL to download the Original Full-Text PDF & Complete .md
20 source_portal string Source intelligence portal (SinoTechIntel)

πŸ” Sample Record Preview (Live Empirical Table & Q&A Extraction)

Title: Designs and Applications of Nitride Coatings to Hot Metal Forming Dies
Journal: Friction (Friction) β€” Vol. Vol 14, Issue 11, pp. 100-112
Authors: Kuniaki Dohda; Tatsuhiko Aizawa; Tatsuya Funazuka; Panuwat Soranansri; Keishi Okamoto
Institutions: Northwestern University
DOI: 10.26599/frict.2026.9441248
Unlock Full PDF & Complete Markdown: https://sinotechintel.com/paper/designs-and-applications-of-nitride-coatings-to-hot-metal-forming-dies-115688/download

Extracted Empirical Benchmark Table Preview (empirical_table_preview_md):

Material Lattice Constant (nm) Residual Stress (GPa) Condition / Role
As-deposited TiN 0.42520 +1.02 Tensile stress baseline
TiN + 1.0Γ—10^17 Al/cm^2 0.42275 βˆ’1.40 Compressive stress induced
πŸ”’ Rows 3..N Locked Unlock Complete Empirical Table & Full PDF/Markdown Vault β†’ πŸ”’ Locked πŸ”’ Locked

Extracted Scientific SFT Q&A (scientific_qa_pairs):

Q1: How does aluminum implantation affect the lattice parameter and residual stress of TiN coatings?
A1: Aluminum implantation reduces the lattice parameter of TiN from 0.42520 nm to 0.42253 nm at a dose of 4.5Γ—10^17 ions/cm^2, and shifts residual stress from tensile (+1.02 GPa) to compressive (βˆ’1.65 GPa). This is due to the substitution of Ti atoms by Al, inducing compressive stresses and microstructural refinement.

πŸ”’ [Q2–Q5 Locked β€” Unlock Complete Scientific SFT Q&A Pairs & Full Text at https://sinotechintel.com/paper/designs-and-applications-of-nitride-coatings-to-hot-metal-forming-dies-115688/download]

πŸ’» Quickstart: Loading the 20-Column Dataset in Python

from datasets import load_dataset

# Load the 20-column empirical intelligence dataset (requires accepting the gated terms on HF)
dataset = load_dataset("simpleG2023/chinese-materials-science-open-intelligence")

row = dataset["train"][0]
print("Title:", row["title"])
print("Journal:", row["journal_name"], "| Authors:", row["authors"])
print("Empirical Table 1 (Markdown):\n", row["empirical_table_preview_md"])
print("Scientific Q&A Pairs:\n", row["scientific_qa_pairs"])
print("πŸ‘‰ Unlock Full-Text PDF & Complete AI-Ready Markdown:", row["vault_unlock_url"])

πŸ“š Latest Curated Breakthroughs (Top 100 Preview)

# Paper Title Journal DOI Full PDF & Vault
1 Designs and Applications of Nitride Coatings to Hot Metal Forming Dies Friction 10.26599/frict.2026.9441248 πŸ”“ Full PDF & .MD Vault β†’
2 Tangential fretting wear of amorphous carbon films: Evolution of fretting regimes and wear mechanisms Friction 10.26599/frict.2026.9441237 πŸ”“ Full PDF & .MD Vault β†’
3 Mucus-Inspired Functionalized Ionic Liquid/Carnauba Wax Composite Polyurethane with Friction-Driven Underwater Multilubrication Friction 10.26599/frict.2026.9441245 πŸ”“ Full PDF & .MD Vault β†’
4 DMSO Composite Modification of U-Shaped Microtextured Ti-6Al-4V Vascular Stents for Suppressed Platelet Activation and Optimized Wall Shear Stress Friction 10.26599/frict.2026.9441240 πŸ”“ Full PDF & .MD Vault β†’
5 A Novel Rolling Contact Fatigue Testing Method Based on Dry–Wet Alternation and Damage Mechanism of Rails Friction 10.26599/frict.2026.9441232 πŸ”“ Full PDF & .MD Vault β†’
6 Enhanced Electroadhesion via Voltage Removal Protocol with Interfacial Sliding: Effects of Material Type and Surface Roughness Friction 10.26599/frict.2026.9441273 πŸ”“ Full PDF & .MD Vault β†’
7 Extremely Enhanced Tribocorrosion Behavior of an L-DED CoCrNi Multiprincipal Element Alloy by In Situ Alloying Friction 10.26599/frict.2026.9441222 πŸ”“ Full PDF & .MD Vault β†’
8 Breaking the tribocorrosion threat: An active-passive PANI microcapsules@MXene network enabling on-demand healing and lubrication in epoxy coatings Friction 10.26599/frict.2026.9441238 πŸ”“ Full PDF & .MD Vault β†’
9 From unidirectional to orthogonal grooves: Orientation-controlled tribological mechanisms of TiN coatings Friction 10.26599/frict.2026.9441250 πŸ”“ Full PDF & .MD Vault β†’
10 The Application of Nanocellulose in Eco-Friendly Lubricants: A Review Friction 10.26599/frict.2026.9441233 πŸ”“ Full PDF & .MD Vault β†’
11 Supramolecular composite gel lubricants with polymer brush-grafted MOF additives for enhanced friction and wear reduction Friction 10.26599/frict.2026.9441234 πŸ”“ Full PDF & .MD Vault β†’
12 Lubrication Theory, Tribological Characteristics, and Performance Enhancement Strategies of Hydrodynamic Thrust Bearings: A Comprehensive Review Friction 10.26599/frict.2026.9441220 πŸ”“ Full PDF & .MD Vault β†’
13 Friction anisotropy and microstructural evolution mechanism of a heterostructured Al3BC/6061Al composite at room and elevated temperatures Friction 10.26599/frict.2026.9441251 πŸ”“ Full PDF & .MD Vault β†’
14 Ultra-low wear of WC/bronze composite prepared by binder jet printing and infiltration via amorphous–crystalline nanocomposite tribofilm Friction 10.26599/frict.2026.9441271 πŸ”“ Full PDF & .MD Vault β†’
15 Achieving low friction and wear in superhard TiCx coatings on GCr15 steel via Ti-induced graphitization and TiO2 stabilization Friction 10.26599/frict.2026.9441257 πŸ”“ Full PDF & .MD Vault β†’
16 Unlocking refractory BaZrO3-based protonic ceramics via cooperative interfacial low-temperature processing for electrochemical cells Journal of Advanced Ceramics 10.26599/jac.2026.9221389 πŸ”“ Full PDF & .MD Vault β†’
17 Sr-Anchoring-Directed Gradient Shell Architecture in Sr2Fe1.5Mo0.5O6-Ξ΄ Cathodes for Reversible Protonic Ceramic Electrochemical Cells Journal of Advanced Ceramics 10.26599/jac.2026.9221392 πŸ”“ Full PDF & .MD Vault β†’
18 Robust superlubricity in encapsulated graphene nanoribbons through van der Waals confinement Friction 10.26599/frict.2026.9441242 πŸ”“ Full PDF & .MD Vault β†’
19 Fabrication of hierarchical pillar-structured superhydrophobic surfaces on titanium alloy for underwater drag reduction via a hybrid micro/nanotexturing method Friction 10.26599/frict.2026.9441265 πŸ”“ Full PDF & .MD Vault β†’
20 Interface-level mechanisms of plant protein particles on friction and damage in in vitro biofidelic epithelial models Friction 10.26599/frict.2026.9441270 πŸ”“ Full PDF & .MD Vault β†’
21 Large Terahertz Faraday Rotation in High-Entropy M-Type Hexaferrites Journal of Advanced Ceramics 10.26599/jac.2026.9221400 πŸ”“ Full PDF & .MD Vault β†’
22 Liquid Bridge Morphology and Adhesion Force Evolution in Bearings: Influence Mechanisms and Effects Friction 10.26599/frict.2026.9441259 πŸ”“ Full PDF & .MD Vault β†’
23 Speed-Controlled Adhesive Gripper Based on a Non-Newtonian Fluid Core–Shell Structure with PDMS Shell Friction 10.26599/frict.2026.9441258 πŸ”“ Full PDF & .MD Vault β†’
24 Fluid Distribution in a Friction Gap During Mixed Lubrication Friction 10.26599/frict.2026.9441291 πŸ”“ Full PDF & .MD Vault β†’
25 Denticle-inspired biomimetic non-smooth surfaces: Advances in drag reduction and antifouling applications Friction 10.26599/frict.2026.9441252 πŸ”“ Full PDF & .MD Vault β†’
26 Scratch-induced deformation modes in rubber compounds Friction 10.26599/frict.2026.9441295 πŸ”“ Full PDF & .MD Vault β†’
27 Dragonfly wing-inspired MXene-reinforced self-locking interpenetrating network coating with ultralow friction and corrosion resistance Friction 10.26599/frict.2026.9441247 πŸ”“ Full PDF & .MD Vault β†’
28 Tribological Mechanisms and Performance Optimization Strategies of Cemented Carbides Under Extreme Service Conditions Friction 10.26599/frict.2026.9441243 πŸ”“ Full PDF & .MD Vault β†’
29 Formation of robust graphene tribofilms on hydrogen-free amorphous carbon/boron carbide periodic nanomultilayer coatings achieving low friction Friction 10.26599/frict.2026.9441280 πŸ”“ Full PDF & .MD Vault β†’
30 Electric Current-Induced Tribological and Microstructural Degradation in Bearing Steel Friction 10.26599/frict.2026.9441249 πŸ”“ Full PDF & .MD Vault β†’
31 Tree-frog inspired friction pads provide positive curved contact performance in wet environment Friction 10.26599/frict.2026.9441256 πŸ”“ Full PDF & .MD Vault β†’
32 Electrical-Thermal-Mechanical-Wear Modeling and Experimental Validation for Electrical Contact under Fretting Conditions Friction 10.26599/frict.2026.9441255 πŸ”“ Full PDF & .MD Vault β†’
33 Advances in Nanofriction of Ionic Liquids Confined at Graphene-Based Materials Friction 10.26599/frict.2026.9441277 πŸ”“ Full PDF & .MD Vault β†’
34 CuS-based nanoplatform for NIR-II photothermal-enhanced and celastrol-boosted cuproptosis in prostate cancer Nano Research 10.26599/nr.2026.94909061 πŸ”“ Full PDF & .MD Vault β†’
35 Supramolecular network-engineered transparent conductive cellulose/gelatin bioplastics for efficient Joule heating and electromagnetic interference shielding Nano Research 10.26599/nr.2026.94909095 πŸ”“ Full PDF & .MD Vault β†’
36 Smart triboelectric motion-feedback sensor for table tennis monitoring Nano Research 10.26599/nr.2026.94909149 πŸ”“ Full PDF & .MD Vault β†’
37 Sodiophilic Fe/Na Anodes Enabling Dendrite-Free Sodium Metal Batteries with Ultralong Cycle Life Nano Research 10.26599/nr.2026.94908878 πŸ”“ Full PDF & .MD Vault β†’
38 Coordination polymers enhanced double-spiral zigzag-origami triboelectric nanogenerators for self-powered electrochemical bromination of alkylarenes Nano Research 10.26599/nr.2026.94909065 πŸ”“ Full PDF & .MD Vault β†’
39 Plant-derived extracellular vesicles in allergic diseases: From immunomodulatory nanotherapeutics to environmental allergen carriers Nano Research 10.26599/nr.2026.94909089 πŸ”“ Full PDF & .MD Vault β†’
40 2D TiN/graphene metacomposite for photosynthesis-inspired electromagnetic modulation and multi-stage attenuation Nano Research 10.26599/nr.2026.94909140 πŸ”“ Full PDF & .MD Vault β†’
41 Evolution of next-generation guided bone regeneration barrier membranes: Biodegradable materials, advanced structural designs, and intelligent integrated systems Nano Research 10.26599/nr.2026.94908821 πŸ”“ Full PDF & .MD Vault β†’
42 Interfacial Electric Field Regulates Surface Water Environment in RuO2-Coated Co3O4 for Proton Exchange Membrane Water Electrolysis Nano Research 10.26599/nr.2026.94909092 πŸ”“ Full PDF & .MD Vault β†’
43 Multiscale Piezoionic Transduction: From Materials Engineering to Bioelectronic Sensing and Therapeutic Applications Nano Research 10.26599/nr.2026.94909145 πŸ”“ Full PDF & .MD Vault β†’
44 Validation of nitrate adsorption energy as an activity descriptor for nitrate electroreduction on single-atom catalysts supported by chiral carbon nanotubes: DFT calculations and machine learning Nano Research 10.26599/nr.2026.94909085 πŸ”“ Full PDF & .MD Vault β†’
45 Synergistic effects in Pt–Pd binary electrocatalyst for efficient hydrogen peroxide electrosynthesis Nano Research 10.26599/nr.2026.94908995 πŸ”“ Full PDF & .MD Vault β†’
46 Synergistic photovoltaic-pyroelectric coupling in a Ga2O3/BaTiO3 heterojunction for highly sensitive solar-blind ultraviolet photodetection Nano Research 10.26599/nr.2026.94909046 πŸ”“ Full PDF & .MD Vault β†’
47 Hydration-adaptive and omnidirectionally stretchable silk/Ag@Au nanowire epidermal electrodes for unobtrusive long-term electrophysiological monitoring Nano Research 10.26599/nr.2026.94908993 πŸ”“ Full PDF & .MD Vault β†’
48 Simultaneous Modulation of Vacancy and Heterointerface of Double-Matrix Phosphorus-Doped NiSe2/CoSe2 Composite for "Dual-Core-Driven" Electromagnetic Wave Absorption Nano Research 10.26599/nr.2026.94908868 πŸ”“ Full PDF & .MD Vault β†’
49 Multifunctional core-shell microneedles with sequential release ability for oral ulcer healing Nano Research 10.26599/nr.2026.94909131 πŸ”“ Full PDF & .MD Vault β†’
50 Decoupling light absorption and carrier transport in Cs3Bi2I9 via carbon nanotube networks for high-performance visible and X-ray photodetection Nano Research 10.26599/nr.2026.94909105 πŸ”“ Full PDF & .MD Vault β†’
51 Cross-linking engineering of starch molecular topology tailoring hard carbon microstructure and sodium storage kinetics Nano Research 10.26599/nr.2026.94909067 πŸ”“ Full PDF & .MD Vault β†’
52 Nanopore Long-Read Sequencing Refines STS-Defined AZFb Deletions and Provides Spermatogenesis Assessment Nano Research 10.26599/nr.2026.94909082 πŸ”“ Full PDF & .MD Vault β†’
53 Dual-functional LDH interface engineered stable SiO2@LDH-based porous liquids for efficient CO2 capture Nano Research 10.26599/nr.2026.94909037 πŸ”“ Full PDF & .MD Vault β†’
54 Harnessing plasmon-exciton synergy in multilayer WS2 based self-powered blue photodetector for high-visibility underwater imaging Nano Research 10.26599/nr.2026.94909030 πŸ”“ Full PDF & .MD Vault β†’
55 Localized Ru-induced interfacial electronic reconstruction enables highly reversible Li–CO2 batteries Nano Research 10.26599/nr.2026.94909068 πŸ”“ Full PDF & .MD Vault β†’
56 **Selective n-propanol electrosynthesis from CO2 by promoting C1βˆ’C2 coupling between CO and OC2H5 intermediates over ultrastable sites at Cu(111)/Cu2O(111) phase boundaries Nano Research 10.26599/nr.2026.94909036 πŸ”“ Full PDF & .MD Vault β†’
57 Quaternary medium-entropy nanoalloys with crystalline/amorphous heterointerfaces for highly selective and stable photocatalytic nitrite reduction to ammonia Nano Research 10.26599/nr.2026.94909059 πŸ”“ Full PDF & .MD Vault β†’
58 Suppressing trap density in carbon nanotube transistors via atomically smooth amorphous metal gates Nano Research 10.26599/nr.2026.94909014 πŸ”“ Full PDF & .MD Vault β†’
59 Strain-Induced Defects Suppress Conductivity to Enhance Microwave Absorption in High-Entropy Hollow Microspheres Nano Research 10.26599/nr.2026.94909033 πŸ”“ Full PDF & .MD Vault β†’
60 Fabrication of cross-scale biomimetic 3D hydrogel scaffolds with thermo-mechanical optimized properties via femtosecond laser dual-wavelength dual-pulse regulation Nano Research 10.26599/nr.2026.94909032 πŸ”“ Full PDF & .MD Vault β†’
61 Effects of Coalescence Inhibition on Multi-Bubble Detachment Dynamics during Water Splitting Nano Research 10.26599/nr.2026.94909078 πŸ”“ Full PDF & .MD Vault β†’
62 Liquid gallium-mediated vapor deposition induces strong metal-support interaction for ultrafine platinum nanocatalysts in high-current-density alkaline hydrogen evolution Nano Research 10.26599/nr.2026.94909079 πŸ”“ Full PDF & .MD Vault β†’
63 Graphdiyne Oxide-Mediated Synthesis of Amorphous High-Entropy Sulfides for Highly Stable Zinc–Air Batteries Nano Research 10.26599/nr.2026.94909124 πŸ”“ Full PDF & .MD Vault β†’
64 Tuning Interfacial Water and CO–CHO Coupling via Ag Single Atoms Enhances Ethylene Production in CO2 Reduction Nano Research 10.26599/nr.2026.94909077 πŸ”“ Full PDF & .MD Vault β†’
65 Photon sintering-mediated green synthesis of jujube residue-derived Ag/graphene nanocomposites: Structural regulation for boosted catalysis and antibacterial activity Nano Research 10.26599/nr.2026.94908960 πŸ”“ Full PDF & .MD Vault β†’
66 Electrosynthesis of Hydrogen Peroxide: Catalyst Design and Synergistic Optimization of Device Systems Nano Research 10.26599/nr.2026.94909150 πŸ”“ Full PDF & .MD Vault β†’
67 Multi-mechanism assisted ultrathin labyrinthine metastructure for ultrabroadband sound insulation Nano Research 10.26599/nr.2026.94909075 πŸ”“ Full PDF & .MD Vault β†’
68 Scalable shaping of metal-organic frameworks via hybrid binder-assisted granulation for atmospheric water harvesting Nano Research 10.26599/nr.2026.94909115 πŸ”“ Full PDF & .MD Vault β†’
69 Engineering asymmetric Coβˆ’Oβˆ’Fe motifs with misaligned electronic environment toward near-unity nitrate-to-ammonia conversion Nano Research 10.26599/nr.2026.94909049 πŸ”“ Full PDF & .MD Vault β†’
70 Tandem Synthesis Strategy for Atomically Precise Pt1/Pt2/Pt3 Catalysts: Enhanced Nitrobenzene Selective Hydrogenation via Atomic Number Regulation Nano Research 10.26599/nr.2026.94909118 πŸ”“ Full PDF & .MD Vault β†’
71 Beyond a mere support: The multifaceted roles of carbon black in CO2 electrolysis Nano Research 10.26599/nr.2026.94908998 πŸ”“ Full PDF & .MD Vault β†’
72 Unlocking the Potential of Flash Joule Heating for Advanced Electromagnetic Wave Absorbers: A Non-Equilibrium Perspective Nano Research 10.26599/nr.2026.94909048 πŸ”“ Full PDF & .MD Vault β†’
73 Entangled Bulk-Interface Piezotronic Effect in Polar Heterojunction Nano Research 10.26599/nr.2026.94909098 πŸ”“ Full PDF & .MD Vault β†’
74 Dynamic Hydrogels with Repeatable Ultrasound-Activated Microbubble Oscillation Enable Stepwise Spatiotemporal Growth Factor Release for Tissue Regeneration Nano Research 10.26599/nr.2026.94909107 πŸ”“ Full PDF & .MD Vault β†’
75 High-Entropy Nanoalloys for Electrocatalytic Plastic Waste Upcycling Nano Research 10.26599/nr.2026.94908996 πŸ”“ Full PDF & .MD Vault β†’
76 *Synergistic promotion of proton relay and CO hydrogenation in Cu-Zn tandem catalysts for highly efficient electrocatalytic CO2-to-CH4 conversion Nano Research 10.26599/nr.2026.94908916 πŸ”“ Full PDF & .MD Vault β†’
77 Chemical vapor transport synthesis of 2D pentagonal PdSe2 with in-plane optical and electrical anisotropy Nano Research 10.26599/nr.2026.94909039 πŸ”“ Full PDF & .MD Vault β†’
78 Light-Enhanced Hydrogen Spillover on Pt/TiO2 Catalysts for Efficient Flow Reverse Water–Gas Shift Reaction Nano Research 10.26599/nr.2026.94909045 πŸ”“ Full PDF & .MD Vault β†’
79 Bilayer hydrogel with ROS-triggered release and thermal regulation ability for diabetic infected wounds healing Nano Research 10.26599/nr.2026.94909108 πŸ”“ Full PDF & .MD Vault β†’
80 Zn2+-doped Cs-Cu-I perovskite nanocrystals for white light-emitting diodes with high color rendering index Nano Research 10.26599/nr.2026.94909020 πŸ”“ Full PDF & .MD Vault β†’
81 Dual-Mechanism Tuned Double-Walled Carbon Nanotube Cold-Cathode for Ultrafast Electron Emission Nano Research 10.26599/nr.2026.94909024 πŸ”“ Full PDF & .MD Vault β†’
82 Lightweight deep neural network empowers multifunctional metasurface design for arbitrary wavefront manipulations Nano Research 10.26599/nr.2026.94909057 πŸ”“ Full PDF & .MD Vault β†’
83 Sub-nanoparticle crosslinking network organogel as an underwater adhesive Nano Research 10.26599/nr.2026.94909043 πŸ”“ Full PDF & .MD Vault β†’
84 Achieving Rigid-Flexible Coupling in Polyimide Aerogels via Biomimetic Cross-Scale Architecture for Extreme Condition Protection Nano Research 10.26599/nr.2026.94908982 πŸ”“ Full PDF & .MD Vault β†’
85 π–π Stacking-Regulated Interfacial Zn2+/H+ Co-Storage in a Fully Conjugated Organic Cathode for Long-Life Aqueous Zinc-Ion Batteries Nano Research 10.26599/nr.2026.94909070 πŸ”“ Full PDF & .MD Vault β†’
86 The Nature of Thermal Hysteresis during CO Oxidation over Pt Catalysts Nano Research 10.26599/nr.2026.94909101 πŸ”“ Full PDF & .MD Vault β†’
87 Cellulose Nanofiber Orientation-Induced Crystallinity Evolution: Enabling Ultrahigh Strength and Toughness in Polymer Composites Nano Research 10.26599/nr.2026.94908990 πŸ”“ Full PDF & .MD Vault β†’
88 Over 30% efficient and highly stable Co-SnO2-based QLEDs through ultrathin MgCl2 interface engineering Nano Research 10.26599/nr.2026.94909019 πŸ”“ Full PDF & .MD Vault β†’
89 Ultrastable TPE-DNA Nanoaggregates Enable Bright NIR-II Fluorescence Vascular Imaging Nano Research 10.26599/nr.2026.94909091 πŸ”“ Full PDF & .MD Vault β†’
90 Chelation-Frustrated Molecular Design Enables Diverse Solvation Structures for Wide-Temperature Sodium Metal Batteries Nano Research 10.26599/nr.2026.94909120 πŸ”“ Full PDF & .MD Vault β†’
91 Grain-boundary modulation doping for high-power-density thermoelectric generation in ZrNiSn composites Nano Research 10.26599/nr.2026.94909004 πŸ”“ Full PDF & .MD Vault β†’
92 Acoustic-Optical Information Reservoir System Based on Triboelectric Acoustic Sensor Tuned Oxide Photoelectronic Neuromorphic Transistor Nano Research 10.26599/nr.2026.94908978 πŸ”“ Full PDF & .MD Vault β†’
93 Ultrasound-Assisted Wearable Patches for Transdermal Drug Delivery Nano Research 10.26599/nr.2026.94909029 πŸ”“ Full PDF & .MD Vault β†’
94 Nitrogen Doping Induces Ir–Ni Dual-Site Synergy for Enhanced Oxygen Evolution Reaction Nano Research 10.26599/nr.2026.94909097 πŸ”“ Full PDF & .MD Vault β†’
95 Multifunctional folding-endurance poly(p-phenylene benzobisoxazole) nanofiber composite films for remarkable electromagnetic interference shielding and thermal management Nano Research 10.26599/nr.2026.94909084 πŸ”“ Full PDF & .MD Vault β†’
96 Iron Coordinated by Nitrogen-Doped Carbon with Dual-Iron Atom Sites Derived from Binuclear Ligand Polymer for Efficient Oxygen Reduction Reaction Nano Research 10.26599/nr.2026.94908848 πŸ”“ Full PDF & .MD Vault β†’
97 Dual-plasmonic CuxSbyS/Cu heteronanostructures: Efficient photocatalysts for ammonia borane methanolysis dehydrogenation Nano Research 10.26599/nr.2026.94908963 πŸ”“ Full PDF & .MD Vault β†’
98 Self-adaptive magnetically force-sensitive electronic skin based on biomimetic conductive network structure Nano Research 10.26599/nr.2026.94908965 πŸ”“ Full PDF & .MD Vault β†’
99 In situ Elucidating Phase Transition and Differentiated Hydrogen-Bonding Nanoconfinement in Single Nano-Hydrogel Nano Research 10.26599/nr.2026.94908979 πŸ”“ Full PDF & .MD Vault β†’
100 Multiscale defect distribution in Beta zeolite unravelled by the combination of high-resolution electron microscopy and stepwise etching Nano Research 10.26599/nr.2026.94909006 πŸ”“ Full PDF & .MD Vault β†’

πŸ“‘ Citation & Academic Attribution

@dataset{sinotechintel_com_empirical_intelligence_2026,
  author = {SinoTechIntel Open Intelligence Network},
  title = {Chinese Materials Science, Semiconductor & Metallurgy Empirical Intelligence (20-Column Enterprise Edition)},
  year = {2026},
  publisher = {Hugging Face},
  howpublished = {\url{https://sinotechintel.com}}
}
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