Jincheng Zhang2026-08-21Zenodo (CERN European Organization for Nuclear Research)
This paper introduces the Chemical Hidden Variable Theory (CHVT), a novel approach to theoretical chemistry predicated on the belief that existing chemical theories fundamentally lack crucial variables. Drawing an analogy with the historical search for hidden variables in quantum mechanics, CHVT posits the existence o…
Advanced Physical and Chemical Molecular InteractionsHistory and advancements in chemistryMachine Learning in Materials Science
Simranjit Singh、Mude Hemanjali、Nitu Bhaskar 等 4 位作者2026-08-21Next Materials
Electrospinning offers a practical route to produce nanostructured fibers with controlled morphology and tunable properties, making it a valuable platform for sensor development. In this review, we examine how different polymer systems—natural, synthetic, and copolymers—have been tailored for sensing applications, out…
Electrospun Nanofibers in Biomedical ApplicationsAdvanced Sensor and Energy Harvesting MaterialsPolymer Nanocomposite Synthesis and Irradiation
Angelos Kaldellis、Nikolaos Makris、Dimitra Ioannidou 等 6 位作者2026-08-21steel research international
This study investigates the micro‐to‐nanostructural evolution during batch annealing treatments of thermomechanically controlled processed (TMCP) cold‐rolled steel strips featuring a lean alloy design (including Mo alloy reduction). By configuring coiling temperatures and annealing parameters, the interactions among r…
Microstructure and mechanical propertiesMetallurgy and Material FormingSolidification and crystal growth phenomena
Kai Cheng、Manjie He、Yu‐I Hsu 等 4 位作者2026-08-21Polymer Journal
Abstract Poly(ε-caprolactone) (PCL)-based polymers are biodegradable materials that have been widely used in biomedical applications. However, their inherently slow hydrolytic degradation and limited controllability restrict applications that require defined degradation lifetimes. Herein, tunable degradability is demo…
Polymer composites and self-healingCarbon dioxide utilization in catalysisbiodegradable polymer synthesis and properties
Z. Y. Wong、K. C. Chong、H. K. Kam 等 7 位作者2026-08-21Journal of Applied Membrane Science & Technology
The HVAC sector relies heavily on petroleum-based engineering plastics, particularly for rigid HEPA filter frames. Because these frames are permanently bonded to filter media, spent assemblies generate a massive landfill waste stream. This study investigates a sustainable alternative utilizing potato starch (Solanum t…
Nanocomposite Films for Food PackagingPolymer Science and PVCMicroplastics and Plastic Pollution
Jincheng Zhang2026-08-21Zenodo (CERN European Organization for Nuclear Research)
This paper introduces the Molecular Scale-Transition Law, a framework designed to address the fundamental challenge of understanding how chemical rules evolve across scales – from the electronic to the atomic, molecular, and ultimately macroscopic levels. The core of this law proposes the existence of a universal scal…
Quasicrystal Structures and PropertiesAdvanced Physical and Chemical Molecular InteractionsMachine Learning in Materials Science
Jincheng Zhang2026-08-21Zenodo (CERN European Organization for Nuclear Research)
This paper introduces the concept of Molecular Latent Variables (MLVs), proposing that the true state of a molecule cannot be fully described solely by its coordinates, orbital information, and electric charge. We argue for the existence of unobservable, yet inferable, chemical variables that fundamentally influence m…
Machine Learning in Materials ScienceComputational Drug Discovery MethodsMolecular spectroscopy and chirality
Jincheng Zhang2026-08-21Zenodo (CERN European Organization for Nuclear Research)
This paper introduces the concept of the Reaction Topology Invariant (RTI), a novel framework for unifying diverse chemical reaction mechanisms. The core principle posits that each chemical reaction possesses a unique Topology Signature, and that catalytic interventions primarily alter the reaction pathway without fun…
Protein Structure and DynamicsMachine Learning in Materials ScienceAdvanced Graph Neural Networks
Danman Guo、Yiling Miao、Tong Zou 等 9 位作者2026-08-21Advanced Optical Materials
ABSTRACT Achieving persistent room‐temperature phosphorescence (RTP) with a time‐dependent afterglow in organic systems is highly attractive for superior optoelectronic applications, yet remains challenging in stability and visible‐light excitation. Herein, we present an efficient strategy of ‘fused framework’ to desi…
Lanthanide and Transition Metal ComplexesOrganic Light-Emitting Diodes ResearchLuminescence and Fluorescent Materials
Xu-yang Qiao、Nan Qin、Qun Liu 等 5 位作者2026-08-21Polymer Engineering and Science
ABSTRACT Conventional temperature‐control systems generally rely on separate heaters, temperature sensors, and controllers, resulting in complex wiring and structural redundancy. This study proposes a proof‐of‐concept strategy in which a single polymer positive temperature coefficient (PTC) composite simultaneously pe…
Thermal properties of materialsConducting polymers and applicationsAdvanced Sensor and Energy Harvesting Materials
Jincheng Zhang2026-08-21Zenodo (CERN European Organization for Nuclear Research)
This paper introduces the Chemical Phase Identity Theory (CPIT), a novel framework expanding upon traditional phase concepts to encompass chemical reactions. The core principle of CPIT posits that the chemical identity of a system is fundamentally determined by its phase composition, extending the familiar classificat…
Catalysis and Oxidation ReactionsSolidification and crystal growth phenomenaMachine Learning in Materials Science
Jincheng Zhang2026-08-21Zenodo (CERN European Organization for Nuclear Research)
This paper introduces the Universal Molecular Grammar (UMG), a conceptual framework aiming to formalize the structure and relationships within chemical compounds. The UMG proposes a hierarchical decomposition of matter, analogous to how language is structured: Letter → Word → Sentence. Specifically, it posits that ele…
Machine Learning in Materials ScienceOrigins and Evolution of LifeComputational Drug Discovery Methods
Andrew L Firestone2026-08-21Zenodo (CERN European Organization for Nuclear Research)
Starting from the single axiom that energy flows at c in all directions, this paper derives motion from energy sharing space. When two bounded energy extents overlap, the shared region contributes to both density distributions, shifting each center of mass toward the overlap. Energy flows around the new center, and th…
Advanced Thermodynamics and Statistical MechanicsThermoelastic and Magnetoelastic PhenomenaMaterial Dynamics and Properties
mohamed kamal arafa el-rakhawi2026-08-21Zenodo (CERN European Organization for Nuclear Research)
THE ALCHEMY OF STONE The Definitive Molecular Science of Marble Pigmentation and Engineered Composites
Mineralogy and Gemology StudiesCalcium Carbonate Crystallization and InhibitionCultural Heritage Materials Analysis
Jincheng Zhang2026-08-21Zenodo (CERN European Organization for Nuclear Research)
This paper explores the concept of Chemical Approximation Reversal (CAR), a counterintuitive approach to chemical simulation where a low-fidelity, macroscopic model is used to rigorously reconstruct a high-fidelity, microscopic chemical state. Traditionally, the process flows from high-precision models to lower-precis…
Machine Learning in Materials ScienceModel Reduction and Neural NetworksAdvanced Thermodynamics and Statistical Mechanics
Paul L. Türtscher、Deniel Shumeiko、S.D. Dey 等 5 位作者2026-08-21ChemRxiv
The prediction of the adiabatic potentials of one-electron oxidation and reduction processes, traditionally performed with DFT-based methods, is a computationally intensive and slow task. While predicted potentials can be utilized in various ways, such as assessing reactivity between molecules, the high resource requi…
Machine Learning in BioinformaticsMachine Learning in Materials ScienceComputational Drug Discovery Methods
Ilir Mehmetaj2026-08-21Zenodo (CERN European Organization for Nuclear Research)
Abstract Albania generates almost all of its electricity from falling water and draws its fresh water from the same hydrological cycle. One input carries both, so a dry summer lowers the reservoirs and the taps together and forces electricity imports in the weeks when every neighbouring system is short of the same thi…
Adsorption and Cooling SystemsPhosphorus and nutrient managementMagnesium Oxide Properties and Applications
Jincheng Zhang2026-08-21Zenodo (CERN European Organization for Nuclear Research)
This paper introduces the Quantum Reaction Language (QRL), a novel framework for representing and generating chemical reactions using a grammar-based approach. The core concept is that all chemical reactions, regardless of their complexity, can be viewed as a form of language generation. We propose a Reaction Grammar,…
Origins and Evolution of LifeMachine Learning in Materials ScienceAdvanced Text Analysis Techniques
Bingrui Yang、Xiaojie Chen、Junjie Jiang 等 6 位作者2026-08-21Macromolecular Rapid Communications
Fiber-reinforced elastomers can significantly enhance mechanical strength while retaining material softness, thereby expanding the application scope of elastomeric materials in scenarios requiring both high flexibility and high strength. Compared with thermoplastic polymers and ceramic materials, elastomers exhibit lo…
Elasticity and Material ModelingComposite Material MechanicsPolymer Nanocomposites and Properties
Jincheng Zhang2026-08-21Zenodo (CERN European Organization for Nuclear Research)
This paper introduces the Reaction Intelligence Principle (RIP), a novel framework that moves beyond anthropomorphic notions of "intelligent" molecules. Instead, RIP posits that chemical systems inherently exhibit optimized behavior reminiscent of intelligence, particularly through the formation of catalytic networks.…
Origins and Evolution of LifeMachine Learning in Materials ScienceCatalysis and Oxidation Reactions