Provably Accurate Adaptive Sampling for Collocation Points in Physics-informed Neural Networks
20 pages.International audienceDespite considerable scientific advances in numerical simulation, efficiently solving PDEs remains a complex and often expensive problem.
Caradot, Antoine +4 more
core +1 more source
Predicting EU Emissions Allowance Prices Using Macroeconomic Indicators and Hybrid AI Models
ABSTRACT Predicting carbon allowance prices has grown more crucial in relation to carbon market regulation, financial strategy, and environmental policy development. This study examines a hybrid forecasting system that combines deep learning with ensemble machine learning models to forecast the price fluctuations of EU Emissions Allowance (EUAs) within
Saptarshi Ganguly +2 more
wiley +1 more source
IGANets: Isogeometric analysis networks and their applications to linear structural analysis problems. [PDF]
Möller M +5 more
europepmc +1 more source
Near-best approximations to some problems in applied mathematics
Expansion approximations are considered for the solution of Fredholm integral equations of the second kind, of two-point boundary value problems and of harmonic mixed boundary value problems.
Levin, D
core
Coupled dissolution‐reprecipitation of early formed Cd‐, Fe‐, Ag‐ and Sb‐poor sphalerite through interaction with high‐temperature and high‐sulphur fugacity Cu‐rich fluids, responsible for the formation of the yellow ores, resulted in the formation of Cd‐, Fe‐, Ag‐ and Sb‐rich, heavily chalcopyrite‐diseased sphalerite and enrichment of critical metals ...
Manuel Nopeia +4 more
wiley +1 more source
A novel shifted Vieta-Lucas spectral collocation approach for multidimensional generalized Benjamin-Bona-Mahony-Burgers equations. [PDF]
Hafez RM +4 more
europepmc +1 more source
One dimensional collocation at Gaussian points and superconvergence at interior nodal points
In questo lavoro vengono estesi e completati i risultati ottenuti da M. Bakker [1 ] sulla proprietà di superconvergenza in punti interni del metodo di Collocazione ai punti di Gauss. In particolare, sotto opportune ipotesi di regolarità (cfr.
Papini, Alessandra
core
Multiphase Tectonic Process With Slab Dynamics in the Northern East China Sea Shelf Basin
Megasequence 1 characterised by Palaeocene extension and differential subsidence driven by the rollback of the subducting Izanagi Plate. Megasequence 2 records a kinematic reorganisation of the East Asian margin, transition from a rifting to a compressional regime.
Juhwan Woo +3 more
wiley +1 more source
A Robust Numerical Framework for Hollow-Fiber Membrane Module Simulation and Solver Performance Analysis. [PDF]
de Menezes DQF +6 more
europepmc +1 more source
This work advances landslide susceptibility mapping by incorporating short‐term trigger data with landscape susceptibility mapping. We also examine the importance of downsampling, watershed delineation and geospatial correlations in evaluating outcomes.
Kanta Kotsugi +3 more
wiley +1 more source

