Erkki Somersalo

Erkki Somersalo

Case Western Reserve University

H-index: 47

North America-United States

About Erkki Somersalo

Erkki Somersalo, With an exceptional h-index of 47 and a recent h-index of 26 (since 2020), a distinguished researcher at Case Western Reserve University, specializes in the field of Computational inverse problems, Modeling of Complex Systems.

His recent articles reflect a diverse array of research interests and contributions to the field:

Sparsity-promoting hierarchical Bayesian model for EIT with a blocky target

Distributed Tikhonov regularization for ill-posed inverse problems from a Bayesian perspective

Theoretical Foundations of Good Simulation Practice

Adaptive anisotropic Bayesian meshing for inverse problems

Exploring muscle recruitment by Bayesian methods during motion

Bayesian Filtering for Gaussian Densities

Bayesian Scientific Computing and Inverse Problems

Computationally efficient sampling methods for sparsity promoting hierarchical Bayesian models

Erkki Somersalo Information

University

Position

Professor of Mathematics

Citations(all)

14210

Citations(since 2020)

4579

Cited By

11791

hIndex(all)

47

hIndex(since 2020)

26

i10Index(all)

127

i10Index(since 2020)

60

Email

University Profile Page

Google Scholar

Erkki Somersalo Skills & Research Interests

Computational inverse problems

Modeling of Complex Systems

Top articles of Erkki Somersalo

Title

Journal

Author(s)

Publication Date

Sparsity-promoting hierarchical Bayesian model for EIT with a blocky target

arXiv preprint arXiv:2404.19115

Daniela Calvetti

Monica Pragliola

Erkki Somersalo

2024/4/29

Distributed Tikhonov regularization for ill-posed inverse problems from a Bayesian perspective

arXiv preprint arXiv:2404.05956

Daniela Calvetti

Erkki Somersalo

2024/4/9

Theoretical Foundations of Good Simulation Practice

Marco Viceconti

Miguel Juárez

Axel Loewe

Daniela Calvetti

Erkki Somersalo

...

2024/2/23

Adaptive anisotropic Bayesian meshing for inverse problems

Inverse Problems

Alberto Bocchinfuso

Daniela Calvetti

Erkki Somersalo

2024/2

Exploring muscle recruitment by Bayesian methods during motion

bioRxiv

Mercy Amankwah

Alex Bersani

Daniela Calvetti

Giorgio Davico

Erkki Somersalo

...

2024

Bayesian Filtering for Gaussian Densities

Daniela Calvetti

Erkki Somersalo

2023/3/10

Bayesian Scientific Computing and Inverse Problems

Daniela Calvetti

Erkki Somersalo

2023/3/10

Computationally efficient sampling methods for sparsity promoting hierarchical Bayesian models

arXiv preprint arXiv:2303.16988

Daniela Calvetti

Erkki Somersalo

2023/3/29

Post-pandemic modeling of COVID-19: Waning immunity determines recurrence frequency

Mathematical Biosciences

D Calvetti

E Somersalo

2023/11/1

Hierarchical Models and Bayesian Sparsity

Daniela Calvetti

Erkki Somersalo

2023/3/10

The IAS-MEEG Package: A Flexible Inverse Source Reconstruction Platform for Reconstruction and Visualization of Brain Activity from M/EEG Data

Brain Topography

Daniela Calvetti

Annalisa Pascarella

Francesca Pitolli

Erkki Somersalo

Barbara Vantaggi

2023/1

Dynamic Methods and Learning from the Past

Daniela Calvetti

Erkki Somersalo

2023/3/10

The Praise of Ignorance: Randomnessas Lack of Certainty

Daniela Calvetti

Erkki Somersalo

2023/3/10

A spatially distributed model of brain metabolism highlights the role of diffusion in brain energy metabolism

Journal of Theoretical Biology

Gideon Idumah

Erkki Somersalo

Daniela Calvetti

2023/9/7

Introduction to Sampling

Daniela Calvetti

Erkki Somersalo

2023/3/10

Enter Subject: Construction of Priors

Daniela Calvetti

Erkki Somersalo

2023/3/10

Iterative Linear Solvers and Priorconditioners

Daniela Calvetti

Erkki Somersalo

2023/3/10

Bayesian sparsity and class sparsity priors for dictionary learning and coding

arXiv preprint arXiv:2309.00999

Alberto Bocchinfuso

Daniela Calvetti

Erkki Somersalo

2023/9/2

Sampling: the real thing

Daniela Calvetti

Erkki Somersalo

2023/3/10

Continuous and Discrete Multivariate Distributions

Daniela Calvetti

Erkki Somersalo

2023/3/10

See List of Professors in Erkki Somersalo University(Case Western Reserve University)

Co-Authors

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