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Artificial intelligence in nanotechnology: current applications and future perspectives

Ali Majedi2026-08-18Health Nanotechnology

Abstract The convergence of artificial intelligence (AI) and nanotechnology has substantially transformed the discovery, design, synthesis, characterization and biomedical application of nanomaterials. This review provides a structured overview of AI applications in nanotechnology, including data-driven nanomaterial d…

Artificial Intelligence in Healthcare and EducationMachine Learning in Materials ScienceNanoparticles: synthesis and applications

Origin of sustained work hardening capacity in an ultrahigh-strength Q&P1500 steel

Yingqi Fan、Shangshu Wu、Yuntao Wei 等 9 位作者2026-08-18Figshare

Ultrahigh-strength steels often suffer from limited resistance to plastic instability, restricting lightweight structural applications. Here, a 1.5 GPa quenching and partitioning (Q&P) steel containing 10 vol.% austenite exhibits appreciable ductility and sustained work hardening. Combining in-situ neutron diffraction…

Microstructure and mechanical propertiesMicrostructure and Mechanical Properties of SteelsHigh-Velocity Impact and Material Behavior

Creep Failure and Pyrolysis Damage Mechanism of CFRP Under Thermo‐Mechanical Coupling

Han Li、Chi Zhou、Jiawei Li 等 5 位作者2026-08-18Polymer Composites

ABSTRACT A key challenge in airworthiness of composite aircraft is understanding the thermo‐mechanical response and failure of carbon fiber reinforced polymer (CFRP) in in‐flight fire. A sequentially coupled thermal‐stress analysis with a three‐dimensional thermal response model incorporating anisotropic thermal condu…

Fire effects on concrete materialsFire dynamics and safety researchFlame retardant materials and properties

Ecological Quality Assessment of Mediterranean Wadis in the Bizerte Lagoon Catchment (Northern Tunisia) Using Benthic Diatoms

Soulaima Azizi、Sondes Melliti Ben Garali、Kaouther Mejri Kousri 等 9 位作者2026-08-18Water

The study presents an integrated assessment of water quality in wadis of the Bizerte Lagoon catchment (Northern Tunisia), using benthic diatom assemblages. Seasonal sampling was conducted between winter 2023 and winter 2024 in three wadis exposed to varying anthropogenic pressures. In each wadi, upstream and downstrea…

Aquatic Ecosystems and Phytoplankton DynamicsMarine and coastal ecosystemsDiatoms and Algae Research

Nanotoxicology: Emerging Challenges and Future Solutions for Safe Nanomaterial Applications

Mohamed El Amine Boudjouraf、Anna Sierosławska2026-08-18Nanomaterials

The emergence of nanotechnology has led to a rapid increase in intentional and unintentional exposure to engineered nanoparticles (NPs), raising significant concerns over their impact on humans, animals, and ecosystems. Nanotoxicology has evolved to assess these adverse effects, but the field faces key challenges incl…

Effects and risks of endocrine disrupting chemicalsNanoparticles: synthesis and applicationsNanoparticle-Based Drug Delivery

On the Axiom of the Second Law of Thermodynamics and the Modelling of Flexoelectricity

Angelo Morro2026-08-18Foundations

The present paper addresses models of non-local materials and, in particular, flexoelectric materials as dielectrics with higher-order gradients. While the literature develops the subject through variational formulations, here the modelling is developed within a thermodynamic framework with a general form of the Claus…

Composite Structure Analysis and OptimizationNonlocal and gradient elasticity in micro/nano structuresThermoelastic and Magnetoelastic Phenomena

Conserved dynamics make the solute hyperuniform, not the domains

Ruqing Chen2026-08-18Zenodo (CERN European Organization for Nuclear Research)

Analysis code, derived data and manuscript source for a study of spatial order in Cahn–Hilliard coarsening. In a phase-separating system with a locally conserved order parameter, the concentration field is hyperuniform, with Sc(k) ~ k⁴, while the point pattern of domain centroids is not: S(k→0) settles on a plateau ne…

Nonlinear Dynamics and Pattern FormationBlock Copolymer Self-AssemblySolidification and crystal growth phenomena

Optimalisasi Geometri Tungku Peleburan Aluminium Untuk Meminimalisir Kehilangan Panas (Heat Loss) Berbasis CFD

Noval Surya Ramadhan Ramadhan、Rany Puspita Dewi、Adityo Noor Setyo Hadi Darmo2026-08-18ARMATUR Artikel Teknik Mesin & Manufaktur

Tungku peleburan aluminium tipe krusibel skala kecil dan menengah umumnya mengalami kehilangan panas (heat loss) yang signifikan melalui dinding akibat konduksi, sehingga menurunkan efisiensi termal dan meningkatkan konsumsi bahan bakar. Penelitian ini bertujuan mengoptimalkan geometri tungku peleburan aluminium berka…

Heat Transfer and Numerical MethodsAluminum Alloy Microstructure PropertiesMaterial Selection and Properties

Achieving High-Efficient and Reversible Hydrogen Storage of the Sun-Graphyne Monolayers Near Room Temperature by Charge Modulation

Zhiyong Liu、Ying Li、Wentao Guo 等 8 位作者2026-08-18Langmuir

Abstract To address the critical demand for high-performance hydrogen storage materials in the hydrogen economy, we systematically investigate the structural, electronic, and hydrogen storage performance of pure and charge-modulated Sun-graphyne (SGY) monolayers using first-principles calculations based on the PBEsol…

Hydrogen Storage and MaterialsSupercapacitor Materials and FabricationElectrocatalysts for Energy Conversion

Learn from failed reactions and negative experimental data

Begüm Yıldırım2026-08-18Zenodo (CERN European Organization for Nuclear Research)

This revised article addresses Q0039, 'Learn from failed reactions and negative experimental data?' using a question-specific mathematical construction rather than a generic logarithmic template. The proposed model, termed the Failure-Informed Reaction Boundary Model, uses positive outcome y=1, experimentally failed o…

Cyclization and Aryne ChemistryChemistry and Chemical EngineeringThermal and Kinetic Analysis

진공 배제 시료군과 대기압 주사전자현미경 — 적재·표면·상태·시간 배제의 4유형 분류와 관찰 경로 적용 판정 프레임워크의 제안 —

Young-Min Kim2026-08-18Zenodo (CERN European Organization for Nuclear Research)

국문 초록 주사전자현미경(SEM)의 표준 구성은 시료를 진공에 두는 것을 전제하며, 이 전제는 60년간 자명한 배경으로 취급되어 왔다. 그러나 관찰 수요가 첨단 패키징의 대형·이종 시료와 함습 유기물·액상·부도체로 확장되면서, '측정 불가' 판정의 상당수가 시료의 물리 한계가 아니라 환경 전제의 산물임이 드러나고 있다. 본 논문은 이 문제를 정식화한다. (1) 진공 전제가 시료를 배제하는 기제를 네 유형 — E1 기하 배제(챔버·스테이지 적재 한계), E2 표면 배제(부도체 대전과 코팅 강제), E3 상태 배제(아웃개싱·수분 이탈·변형 등 진공 유발 변질), E4…

Integrated Circuits and Semiconductor Failure AnalysisElectron and X-Ray Spectroscopy TechniquesSurface and Thin Film Phenomena

Crystallization for Manufacturing in Microgravity; Are We There Yet?

Maria del Carme Pons Royo、Erin Howard、Giovanni Aprile 等 11 位作者2026-08-18Crystal Growth & Design

Abstract Crystallization in microgravity has been extensively investigated because of its potential to enhance crystal quality compared to terrestrial conditions. While early efforts were primarily directed toward single-crystal growth for structural studies, increasing attention is now being given to its relevance fo…

Spaceflight effects on biologyStructural Analysis and OptimizationSolidification and crystal growth phenomena

Field-Theoretic Criterion for DRAM High-k Dielectrics: A Two-Dimensional Criterion Space (Soft-Mode × Bandgap) and Quantitative Doping-Pinning

Chao Qin2026-08-18Zenodo (CERN European Organization for Nuclear Research)

DRAM capacitor dielectrics face a hard leakage×EOT scaling constraint below the 1z-nm node (IMW 2020); for 30 years industry has responded by doping-pinning the tetragonal phase of high-k dielectrics (ZrO₂/HfO₂-based) to stabilize it—yet this long-standing practice lacks a unified criterion language. Using a field-the…

Semiconductor materials and devicesFerroelectric and Negative Capacitance DevicesFerroelectric and Piezoelectric Materials

BOS-TMC Data Set: DFT Properties of 159k Experimentally Characterized Transition Metal Complexes Spanning Multiple Charge and Spin States

Aaron Garrison、Jacob Toney、Tatiana Nikolaeva 等 6 位作者2026-08-18Journal of Chemical Information and Modeling

Abstract We present the Boston Open-Shell Transition Metal Complex (BOS-TMC) data set, a set of density functional theory (DFT) properties for 159k experimentally characterized mononuclear transition metal complexes (TMCs) in multiple spin states with a range of formal charges derived from the Cambridge Structural Dat…

Machine Learning in Materials ScienceMagnetism in coordination complexesOrganometallic Complex Synthesis and Catalysis

Kinetic Insight into the Nucleation and Growth of Nickel Hydroxide Nanostructures on Conductive Ni Foam toward Advanced Hybrid Supercapacitors

Vijay Kumar Patil、C. Justin Raj2026-08-18ACS Applied Materials & Interfaces

Metal hydroxides have drawn immense attention as robust materials for supercapacitor electrodes with enhanced electrochemical performance, desired electroactive structural, and compositional properties. Among these hydroxides, nickel hydroxide nanostructures offer advantages over other nanomaterials due to their signi…

Anodic Oxide Films and NanostructuresElectrodeposition and Electroless CoatingsSupercapacitor Materials and Fabrication

Postmodern Physics of Hamzah Information.(194)

Sajad Jalali2026-08-18Zenodo (CERN European Organization for Nuclear Research)

تحلیل بنیادین، بازنویسی تانسوری و اثبات جامعِ کامل پارادوکس فوق‌کشسانی اتمی و فروریزش مدل‌های شکست مکانیکی در نانوالیاف پلیمری تحت تأثیر نوسانات خلأ (The Quantum-Induced Hyper-Elasticity Paradox and Mechanical Collapse in Polymer Nanofibers - معمای شماره ۷۱ از ۱۰۰) در بستر فیزیک اطلاعات حمزه (HIP-1155) به شرح زیر است:…

Nonlocal and gradient elasticity in micro/nano structuresPolymer Nanocomposite Synthesis and IrradiationAdvanced Physical and Chemical Molecular Interactions

Postmodern Physics of Hamzah Information.(186)

Sajad Jalali2026-08-18Zenodo (CERN European Organization for Nuclear Research)

تحلیل بنیادین، بازنویسی تانسوری و اثبات جامعِ کامل نانوفیزیک (Nanophysics) و رفع تکینگی تنش در مقیاس نانو در بستر فیزیک اطلاعات حمزه (HIP-1155) به شرح زیر است: ۱. مقدمه و پارادوکس شکست پیوستار در مقیاس نانو در مرزهای نانوفیزیک و مکانیک مواد، پدیده «شکست پیوستار در مقیاس نانو و تکینگی‌های تنش» یکی از بنیادین‌ترین چالش‌…

Microstructure and mechanical propertiesNumerical methods in engineeringMaterial Properties and Failure Mechanisms

Postmodern Physics of Hamzah Information.(187)

Sajad Jalali2026-08-18Zenodo (CERN European Organization for Nuclear Research)

تحلیل بنیادین، بازنویسی تانسوری و اثبات جامعِ کامل مسئله اتلاف گرما و انتقال حرارت غیربالستیک در نانوالکترونیک (Heat Dissipation & Non-Ballistic Phonon Transport Paradox - معمای شماره ۱ از ۱۰۰) در بستر فیزیک اطلاعات حمزه (HIP-1155) به شرح زیر است: ۱. مقدمه و معمای اتلاف گرما و انتقال حرارت غیربالستیک در نانوالکترونیک…

Thermoelastic and Magnetoelastic PhenomenaThermography and Photoacoustic TechniquesThermal properties of materials

Epoxidation of Canola and Sunflower Oils Using Dimethyldioxirane in Microemulsions

Delphine Mukamurara、Yacoub Mahamat Ahmat、Serge Kaliaguine2026-08-18ACS Omega

Abstract Epoxidized vegetable oils (EVOs) are sustainable, bioderived epoxides potentially useful as green polymer precursors, offering low toxicity, biodegradability, and low environmental impact. This study investigates the epoxidation of canola and sunflower oils using in situ-generated dimethyldioxirane (DMDO) as…

Polymer composites and self-healingOrganic Chemistry Cycloaddition ReactionsCatalysis and Hydrodesulfurization Studies

Postmodern Physics of Hamzah Information.(193)

Sajad Jalali2026-08-18Zenodo (CERN European Organization for Nuclear Research)

تحلیل بنیادین، بازنویسی تانسوری و اثبات جامعِ کامل پارادوکس امواج شوک مکانیکی غول‌آسا و فروریزش رسانایی در نانومواد دوبعدی (The Shockwave-Induced Transport Paradox and Conductance Collapse in 2D Nanomaterials - معمای شماره ۶۱ از ۱۰۰) در بستر فیزیک اطلاعات حمزه (HIP-1155) به شرح زیر است: ۱. مقدمه و پارادوکس‌های امواج ش…

Advanced Materials and Semiconductor TechnologiesChemical and Physical Properties of MaterialsThermal properties of materials