Results 171 to 180 of about 12,423 (291)

Artificial Intelligence for Multiscale Modeling in Solid‐State Physics and Chemistry: A Comprehensive Review

Advanced Intelligent Systems, EarlyView.
This review explores the transformative impact of artificial intelligence on multiscale modeling in materials research. It highlights advancements such as machine learning force fields and graph neural networks, which enhance predictive capabilities while reducing computational costs in various applications.
Artem Maevskiy, Vitalii Kapitan, Andrey Ustyuzhanin   +2 more
wiley   +1 more source

Topological data analysis and topological deep learning beyond persistent homology: a review. [PDF]

Artif Intell Rev
Su Z, Liu X, Hamdan LB, Maroulas V, Wu J, Carlsson G, Wei GW, Wei GW.   +7 more
europepmc   +1 more source

Bifurcation diagrams for Hamiltonian linear type centers of linear plus cubic homogeneous polynomial vector fields

, 2014
Ilker E. Colak, Jaume Llibre, Clàudìa Valls   +2 more
openalex   +2 more sources

Comparing the Latent Features of Universal Machine‐Learning Interatomic Potentials

Advanced Intelligent Systems, EarlyView.
This study quantitatively assesses how universal machine‐learning interatomic potentials encode the chemical space into latent features, showing unique model‐specific representations with high cross‐model reconstruction errors. It explores how training datasets, protocols, and targets affect these encodings.
Sofiia Chorna, Davide Tisi, Cesare Malosso, Wei Bin How, Michele Ceriotti, Sanggyu Chong   +5 more
wiley   +1 more source

Estimating the Hydrogen Bond Strength by Machine Learning Approaches. [PDF]

ACS Omega
Samangani N, Zahn S.
europepmc   +1 more source

Commuting planar polynomial vector fields for conservative Newton systems [PDF]

, 2019
Joel Nagloo, Alexey Ovchinnikov, Peter Thompson   +2 more
openalex   +1 more source

Applications of representation theory and of explicit units to Leopoldt's conjecture. [PDF]

Res Number Theory
Ferri F, Johnston H.
europepmc   +1 more source

A Differential Algebra Approach to Commuting Polynomial Vector Fields and to Parameter Identifiability in ODE Models

, 2019
Peter Thompson
openalex   +1 more source

Leveraging Climate Data Through Intelligent Systems for the Prediction of Arbovirus Transmission by Aedes aegypti. [PDF]

Int J Environ Res Public Health
Lima CL, Sancho KA, Silva ACGD, Vital R, Silva CCD, Mendonça MFS, Borges FT, Siqueira CEG, Santos WPD.   +8 more
europepmc   +1 more source

Effects of modified woods saxon potential on quantum dynamics of spin 0 scalar particle in a cosmic string spacetime. [PDF]

Sci Rep
Ahmed F, Bouzenada A.
europepmc   +1 more source