Analysis and Classification of Partial Shading Conditions in Photovoltaic Arrays
This study presents new mathematical models for describing P–V curve extrema under different shading scenarios and applies machine learning classifiers that use features derived from P–V characteristics for accurate fault identification. ABSTRACT With the escalating global transition toward renewable energy, ensuring the operational stability and ...
Hamid Reza Parsa, Mohammad Sarvi
wiley +1 more source
Topological metrics as evolutionary and dynamical descriptors of conformational landscapes within protein families. [PDF]
Ramesh N, Ozkan SB, Panagiotou E.
europepmc +1 more source
Exact Computation of the Color Function for Triangular Element Interfaces
We propose a robust algorithm, the Front2VOF algorithm, to compute the color function for triangular element interfaces in Front‐Tracking methods on a Cartesian mesh. ABSTRACT The calculation of the volume enclosed by curved surfaces discretized into triangular elements and a cube is of great importance in different domains, such as computer graphics ...
Jieyun Pan +8 more
wiley +1 more source
A five-dimensional geometric uniformity framework for spherical diamond grids. [PDF]
Duan Y, Li J, Shi L, Chen C, Zheng C.
europepmc +1 more source
Programmable crack dynamics engineering enables flexible strain sensors with high linearity
First‐decoupling theoretical framework of crack evolution elucidating the control methods, mechanistic insights, and structure‐activity relationships is established. Crack propagation from uncontrollable randomness systematically evolves into spatially ordered states.
Chunjin Wu +9 more
wiley +1 more source
A novel computational study of reverse degree topological indices and entropies for nanostar dendrimers. [PDF]
Qummer AA +4 more
europepmc +1 more source
ABSTRACT Background Variations in the anatomical branching patterns of the celiac trunk and superior mesenteric artery (SMA) directly affect vascular identification, surgical planning, and risk of intraoperative vascular injury. However, despite the extensive classification of these variations, the principles governing the occurrence of certain ...
Satoru Muro +2 more
wiley +1 more source
On computation of information entropy measures for certain fractal molecular architectures. [PDF]
Roy S +2 more
europepmc +1 more source
Artificial intelligence‐assisted nanozyme design for medical and environmental applications
AI‐assisted nanozyme design integrates cross‐source data and machine learning to enable predictive structure‐activity relationships, accelerating intelligent diagnostics, precision therapeutics, and environmental surveillance. Abstract Nanozymes, a class of nanomaterials with intrinsic enzyme‐like catalytic activities, have emerged as promising ...
Xiaolin Guo +7 more
wiley +1 more source

