Scientific Resource Catalog
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We present TP-Agent, an autonomous LLM-based agent utilizing a Plan–Execute–Reflect architecture and external computational tools (Python, Mathematica) to assist in theoretical physics research. We evaluate it on two benchmarks: the comprehensive TPBench and the frontier-level PRL-Bench. While TP-A…
FINDING: The five Platonic solids are the only convex regular polyhedra, arising from constraints on vertex figures and face angles, with molecular geometry reflecting their symmetry groups. MATH: Euler's formula: V - E + F = 2. For regular polyhedra: {p,q} where p = sides per face, q = faces per v…
Extracting governing mathematical laws directly from raw empirical datasets is a fundamental challenge in scientific computing and artificial intelligence. Classical symbolic regression methods suffer from combinatorial search spaces, while pure deep learning approaches lack mathematical interpreta…
FINDING: Discovery of quasicrystals with forbidden five-fold rotational symmetry, enabled by Penrose tiling and the golden ratio, disproving the classical crystallographic restriction theorem. MATH: - Crystallographic restriction theorem: periodic lattices in 2D/3D allow only 1-, 2-, 3-, 4-, 6-fold…
This perspective proposes a structural accessibility hypothesis for interpreting negative biodegradation results in crosslinked photopolymer additive-manufacturing materials. The hypothesis is deliberately non-exclusive: an observed low biodegradation fraction may reflect intrinsic chemical recalci…
Polyamide 66 reinforced with 25 wt.% short glass fibres (PA66-GF25) is widely used in engineering applications requiring long-term operation under combined thermal and lubricated conditions, including polymer bearing cage applications. However, the long-term evolution of its mechanical behaviour un…
This revised article addresses Q0041, 'Benchmark AI chemistry on prospective experiments rather than retrospective datasets?' using a question-specific mathematical construction rather than a generic logarithmic template. The proposed model, termed the Prospective Chemistry Generalization Model, us…
ABSTRACT Bio‐based adhesives are gaining traction by virtue of their tremendous potential for substituting petrochemical adhesives, yet the restricted adhesion performance, poor water retention, and intrinsic flammability severely hindered their scale‐up application. Herein, drew inspiration from g…
Abstract Covalent organic frameworks (COFs) are highly ordered, porous organic materials whose reticular construction from tailored nodes and linkers enables atomic-level control over structure and function. The design space of COFs is vast with virtually unlimited combinations of nodes, linkers, a…
Abstract Hydrogen-like systems in ultra-high magnetic fields are of significant interest in interdisciplinary research. Previous studies have focused on the exciton wavefunction shrinkage under magnetic fields down to artificial crystal lattices, while further compression toward the natural crystal…
Maqolada yelka suyagi proksimal qismi sinishlarida medial tayanch va CALCAR sohasi barqarorligini tiklashning jarrohlik natijalariga ta’siri tahlil qilindi. Medial ustunning buzilishi, metafizar komminutsiya va CALCAR defekti bloklovchi plastina bilan osteosintezda ikkilamchi varus deformatsiya, vi…
This study investigated an eco-friendly route for producing silver nanoparticles (AgNPs) and immobilising them on cellulose recovered from coconut coir, an agricultural residue. Cellulose was extracted from Cocos nucifera coir through alkali treatment, acid treatment and bleaching. Juice obtained f…
Abstract Superhard materials typically rely on strong localized covalent bonds, which suppress electronic delocalization and thus hinder metallicity or superconductivity. Here, we propose a strategy to overcome this limitation by introducing Zn atoms into a hexagonal diamond framework. We predict a…
Abstract The rapid growth of the Indonesian automotive sector, marked by over 147 million four-wheeled vehicles and rising annual sales, has intensified the demand for disposable oil filters. Current filters are primarily made of synthetic fibers, glass fibers, and paper or porous synthetic foam, c…
This revised article addresses Q0028, 'Understand dynamic wetting and contact-line motion on complex surfaces?' using a question-specific mathematical construction rather than a generic logarithmic template. The proposed model, termed the Dynamic Contact-Line Depinning Model, uses contact-line velo…
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) set…
Abstract This study presents a comparative analysis of Si/ZnO/HfO2 heterostructures formed by annealing metallic Zn deposited beneath HfO2 in oxygen and nitrogen atmospheres. It investigates oxidation behavior, structural transformations, defect dynamics, and the fabrication of a photodetector base…
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 ا…
Abstract We describe the evolution of our early hit-identification workflow for reagent-mediated amidation reactions in support of commercial route development. Over the past decade, our strategy progressed from broad, exhaustive high-throughput experimentation (HTE) with limited data maturity to a…
Abstract Steam coating forms protective boehmite films on aluminum alloys; however, identifying the primary factors governing corrosion resistance remains challenging due to strong descriptor covariance. We established a physics-informed interpretable machine-learning framework to predict pitting p…