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Foundations, Volume 5, Issue 2

2025 June - 12 articles

Cover Story: Parameter identification problems in partial differential equations (PDEs) consist in determining one or more functional coefficient in a PDE. In this article, the Bayesian nonparametric approach to such problems is considered. Focusing on the representative example of inferring the diffusivity function in an elliptic PDE from noisy observations of the PDE solution, the performance of Bayesian procedures based on Gaussian process priors is investigated. Building on recent developments in the literature, we derive novel asymptotic theoretical guarantees that establish posterior consistency and convergence rates for methodologically attractive Gaussian series priors based on the Dirichlet–Laplacian eigenbasis. An implementation of the associated posterior-based inference is provided and illustrated via a numerical simulation study, where excellent agreement with the theory is obtained. View this paper
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Articles (12)

  • Article
  • Open Access
1 Citations
1,406 Views
12 Pages

In axisymmetric fusion devices like tokamaks, the winding of the magnetic field is characterized by its safety profile q=qB. Similarly, the winding of the current density field is characterized by qJ. Currently, the relationship between qB and qJ pro...

(This article belongs to the Section Physical Sciences)
  • Article
  • Open Access
2 Citations
1,730 Views
17 Pages

Using the results of numerical simulations and astrophysical observations (mainly in the WMAP and Planck frequency bands), it is shown that Galactic foreground emission becomes more sensitive to the mean magnetic field with the frequency, resulting i...

(This article belongs to the Section Physical Sciences)
  • Article
  • Open Access
4 Citations
1,597 Views
18 Pages

Mean–geometric mean (MGM) linking compares group differences on a latent variable θ within the two-parameter logistic (2PL) item response theory model. This article investigates three specifications of MGM linking that differ in the weigh...

(This article belongs to the Section Mathematical Sciences)
  • Article
  • Open Access
2,563 Views
30 Pages

We show numerical evidence for a bipartite d×d pure state entanglement witness that is readily calculated from the wavefunction coefficients directly, without the need for the numerical computation of eigenvalues. This is accomplished by using...

(This article belongs to the Section Mathematical Sciences)
  • Review
  • Open Access
4 Citations
1,677 Views
25 Pages

Advances in Fractional Lyapunov-Type Inequalities: A Comprehensive Review

  • Sotiris K. Ntouyas,
  • Bashir Ahmad and
  • Jessada Tariboon

In this survey, we have included the recent results on Lyapunov-type inequalities for differential equations of fractional order associated with Dirichlet, nonlocal, multi-point, anti-periodic, and discrete boundary conditions. Our results involve a...

(This article belongs to the Section Mathematical Sciences)
  • Article
  • Open Access
1,949 Views
22 Pages

This paper revisits some aspects connected with the methods for the determination of thermodynamically consistent models. While the concepts apply to the general context of continuum physics, the details are developed for the modelling of deformable...

(This article belongs to the Section Physical Sciences)
  • Article
  • Open Access
5,076 Views
12 Pages

I dispute the conventional claim that the second law of thermodynamics is saved from a “Maxwell’s demon” by the entropy cost of information erasure and show that instead it is measurement that incurs the entropy cost. Thus, Brilloui...

(This article belongs to the Section Physical Sciences)
  • Article
  • Open Access
1 Citations
2,910 Views
11 Pages

Ramsey analysis is applied to the problem of the relativistic and quantum synchronization of clocks. Various protocols of synchronization are addressed. Einstein and Eddington special relativity synchronization procedures are considered, and quantum...

(This article belongs to the Section Physical Sciences)
  • Article
  • Open Access
1 Citations
2,085 Views
18 Pages

Parameter identification problems in partial differential equations (PDEs) consist in determining one or more functional coefficient in a PDE. In this article, the Bayesian nonparametric approach to such problems is considered. Focusing on the repres...

(This article belongs to the Section Mathematical Sciences)
  • Article
  • Open Access
6 Citations
2,620 Views
14 Pages

Fault-Tolerant Metric Dimension in Carbon Networks

  • Kamran Azhar,
  • Asim Nadeem and
  • Yilun Shang

In this paper, we study the fault-tolerant metric dimension in graph theory, an important measure against failures in unique vertex identification. The metric dimension of a graph is the smallest number of vertices required to uniquely identify every...

(This article belongs to the Section Mathematical Sciences)
  • Perspective
  • Open Access
1 Citations
4,788 Views
10 Pages

Vectors are almost always introduced as objects having magnitude and direction. Following that idea, textbooks and courses introduce the concept of a vector norm and the angle between two vectors. While this is correct and useful for vectors in two-...

(This article belongs to the Section Mathematical Sciences)
  • Article
  • Open Access
2,346 Views
31 Pages

Introducing an Evolutionary Method to Create the Bounds of Artificial Neural Networks

  • Ioannis G. Tsoulos,
  • Vasileios Charilogis and
  • Dimitrios Tsalikakis

Artificial neural networks are widely used in applications from various scientific fields and in a multitude of practical applications. In recent years, a multitude of scientific publications have been presented on the effective training of their par...

(This article belongs to the Section Mathematical Sciences)
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Foundations - ISSN 2673-9321