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Author

Marcin Los

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2026

Scalability of Parallel Shared-Memory Isogeometric Alternating-Direction Solver for Wildfires Simulations

This article analyzes the parallel scalability of the WILDFIRES-IGA-ADS simulator on a concurrent server with shared memory and employs the isogeometric finite element method with tensor product B-spline basis functions, explicit time integration schemes, and a linear computational cost solver resulting from the Kronecker product structure of the mass matrix.

Juliusz Wasieleski, A. Medina, Maciej Woźniak et al. · 0 citations
2026

Three-Dimensional Collocation-Based Robust Variational Physics Informed Neural Networks

Collocation-based Robust Variational PINNs (CRVPINN) aim to regain the efficiency of PINNs while retaining robustness by applying the RVPINN framework to variational formulations based on discrete grids and finite difference approximations.

Tomasz Sluzalec, Marcin Los, M. Paszyński · 0 citations

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