This article investigates how persistent homology, persistent Laplacians, and persistent commutative algebra reveal complementary geometric, topological, and algebraic invariants or signatures of real‐world data. By analyzing shapes, synthetic complexes, fullerenes, and biomolecules, the article shows how these mathematical frameworks enhance ...
Yiming Ren, Guo‐Wei Wei
wiley +1 more source
Analytical methods and Riccati neural networks method of Kudryashov's quintuple self-phase modulation with dual-form of generalized nonlocal nonlinearity. [PDF]
Yu D +7 more
europepmc +1 more source
Interpretable Short‐Term Electric Load Forecasting
A temporal fusion transformer is implemented to generate day‐ahead forecasts of the hourly electrical load of a departmentbuilding at an Italian university. A forecasting performance improvement of more than 25% compared with established benchmark models and a provision of inherent robust interpretability insights reveal the potential of this model for
Alessandro Nicola +6 more
wiley +1 more source
Some New Properties of an Active Flux Type Scheme: PamPa. [PDF]
Abgrall R, Liu Y, Öffner P.
europepmc +1 more source
Valorization of Hot Trub: Extraction and Nanoparticle Encapsulation for Antitumor Applications
Hot trub, a brewing by‐product, is valorized through optimized extraction of phenolic compounds and encapsulation in zein nanoparticles. The polyphenol‐rich extract shows antioxidant and photoprotective activity (SPF 13.84), while zein‐based nanocarriers, particularly chitosan‐ and caseinate‐coated variants, extend its effect on MCF‐7 breast cancer ...
Lilian Tatiani Dusman Tonin +10 more
wiley +1 more source
Exploring novel soliton, wave solutions, and modulation instability analysis for the (3+1)-dimensional KP-SKR equation using the improved generalized Riccati equation mapping approach. [PDF]
Kamel NM, Ahmed HM, Rabie WB.
europepmc +1 more source
A Critical Analysis of Optimization Algorithms for Cultural Heritage Conservation and Management
Methodological framework and decision‐support roadmap for optimization algorithms in cultural heritage conservation and management. ABSTRACT Heritage buildings symbolize cultural identity, architectural character, and historical epitome of communities.
Eslam Mohammed Abdelkader +6 more
wiley +1 more source
A Stacking-Enhanced Support Vector Regression Model for Predicting the Hot Deformation Flow Stress of TC18 Alloy. [PDF]
Jiang X +5 more
europepmc +1 more source

