A hybrid metaheuristic framework for robust photovoltaic model parameter estimation based on crested porcupine and differential evolution algorithms. [PDF]
Mohamed AAH +3 more
europepmc +1 more source
An MTJ‐based probabilistic processing‐in‐memory architecture unites nonvolatile storage, local entropy generation, and stochastic computation within each memory cell. Stored multi‐bit weights are converted directly into programmable stochastic bitstreams, enabling neural‐network inference, adaptive Ising optimization, and uncertainty‐aware Bayesian ...
Qiuyuan Wang +6 more
wiley +1 more source
The relationship between reasoning and performance in large language models-o3 (mini) thinks harder, not longer. [PDF]
Ballon M, Algaba A, Ginis V.
europepmc +1 more source
Analytical Prediction of Critical Transitions in Oscillator Networks With Non‐Local Links
An analytical framework reveals how global coupling, second‐harmonic strength, noise, and network structure govern oscillator‐based Ising dynamics. Spectral reduction predicts stability boundaries, while Fokker–Planck analysis captures one‐ to two‐cluster transitions and identifies conditions favoring low‐energy configurations.
Qiang Li +5 more
wiley +1 more source
A Generalized NMF-Based Method for Analyzing Time-Resolved Spectroscopic Data. [PDF]
Kobeleva E, Chewle S, Horch M, Weber M.
europepmc +1 more source
A low‐density lipoprotein receptor‐oriented biomimetic nanoplatform couples brain‐tumor delivery with a mechanistically matched regorafenib‐erythrodiol combination. Concurrent disruption of autophagic nutrient salvage and cholesterol homeostasis collapses bioenergetic and signaling support, suppresses glioblastoma stemness, and promotes immunogenic ...
Yining Jiang +12 more
wiley +1 more source
Artificial neural network based predictive modeling for entropy optimized flow of tri-hybrid nanomaterials invoking Darcy Forchheimer law. [PDF]
Faqihi AA +5 more
europepmc +1 more source
Going with the flow to solve for symmetry-driven PDE dynamics with physics-informed neural networks. [PDF]
Kavousanakis ME +5 more
europepmc +1 more source
The Evolution of Physical Laws and the Entropic Measure of Time. [PDF]
Martyushev LM.
europepmc +1 more source

