Professor and Chair of Mathematics

Professor of Cognitive Science

 

Email: dxc57@case.edu

Phone: (216)-368-2884

Office: Yost 220

 

Mailing Address:

Case Western Reserve University

Department of Mathematics,

10900 Euclid Avenue

Cleveland, OH 44106

 

Research Interests

- Modeling and simulation of complex biological models

- Inverse Problems and Bayesian Scientific Computing

- Imaging

Office Hours

Tuesday: 2:30 - 3:30

Fall 2009 Teaching

Monograph

Daniela Calvetti

Erkki Somersalo

Introduction to Bayesian Scientific Computing

Ten Lectures on Subjective Computing

Selected recent publications

2008

R. Occhipinti, E. Somersalo, D. Calvetti: Astrocytes as the glucose shunt for glutamatergic neurons at high activity: an in silico study, J Neurophysiol 101:2528-2538, 2009.

P. Hiltunen, D. Calvetti, E. Somersalo: An adaptive smoothness regularization algorithm for optical tomography, Opt. Express 16 (2008): 19957-19977

D. Calvetti, A. Kuceyeski, E. Somersalo: Bayesian flux balance analysis for a spatially distributed model of live metabolism,  Multiscale Modeling Simul.7(2008): 407-431.

D. Calvetti, R. Hageman, R. Occhipinti, E. Somersalo: Dynamic Bayesian sensitivity analysis of a myocardial metabolic model, Math. Biosci. 212(2008): 1-21.

D. Calvetti, J. Heino and E. Somersalo: Computational modelling of cellular level metabolism Proc. of the Applied Inverse Problems 2007: Theoretical and Computational Aspects. J. of Physics: Conference Series 124 (2008) 012011.

D. Calvetti, A. Kuceyeski and E. Somersalo: A mathematical model of liver metabolism: from steady state to dynamic. Proc. of the Applied Inverse Problems 2007: Theoretical and Computational Aspects. J. of Physics: Conference Series 124 (2008) 012012

D. Calvetti, R. Occhipinti and E. Somersalo: The inverse problem of brain energetics: ketone bodies as alternative substrates. Proc. of the Applied Inverse Problems 2007: Theoretical and Computational Aspects. J. of Physics Conference Series 124 (2008) 012013.

D. Calvetti and E. Somersalo: Inverse problems and computational cell metabolic models: a statistical approach. Proc. of the Applied Inverse Problems 2007: Theoretical and Computational Aspects. J. of Physics: Conference Series 124 (2008) 012003.

D. Calvetti and E. Somersalo: Recovery of shapes: hypermodels and Bayesian learning. Proc. of the Applied Inverse Problems 2007: Theoretical and Computational Aspects. J. of Physics: Conference Series 124 (2008) 012014.

D. Bertaccini, D. Calvetti: Fast simulation of solid tumors thermal ablation treatments with a 3D reaction diffusion model, J. Comp. Biol. Med., 37 (2007): 1173-1182

D. Calvetti, E. Somersalo: Microlocal sequential regularization in imaging, Inverse Problems and Imaging, 1 (2007): 1-11.

J. Heino, K. Tunyan, D. Calvetti, E. Somersalo: Bayesian flux balance analysis applied to a skeletal muscle metabolic model, J. Theoret. Biol., 248 (2007): 91-110.

R. Occhipinti, M. Puchowicz, J. LaManna, E. Somersalo, D. Calvetti: Statistical analysis of metabolic pathways of brain metabolism at steady state, Ann. Biomed. Eng., 6 (2007): 886-902.

D. Calvetti: Preconditioned iterative methods for ill-conditioned linear systems from a Bayesian inversion perspective, J. Comput. Appl. Math., 198 (2007):378-395.

D. Calvetti and E. Somersalo: A unifed Bayesian framework for algorithms to recover blocky signals. Advanced Signal Processing Algorithms, Architectures and Implementations XVII, edited by Franklin T. Luk, Proc. of SPIE Vol. 6697 (SPIE 2007), paper no. 6697-4 10 pages.

 

 

2007

D. Calvetti, R.K. Dash, E. Somersalo, M.E. Cabrera: Local regularization method applied to estimating oxygen consumption during muscle activities, Inverse Problems, 22 (2006): 229--244.

R. K. Dash, M. E. Cabrera, E. Somersalo, D. Calvetti: An efficient deconvolution algorithm for estimating oxygen consumption during muscle activities, Comput. Meth. Prog. Biomed.85 (2007): 247-256.

D. Calvetti, E. Somersalo: Statistical large-scale parameter estimation for complex systems with applications to metabolic models, SIAM J.Multiscale Model Simul., 5 (2006): 1333-1366.

D. Calvetti, J. Heino, E. Somersalo and K. Tunyan: Bayesian stationary state flux balance analysis for a skeletal muscle metabolic model, Inverse Problems and Imaging, 1 (2007): 247-263.

D. Calvetti, F. Sgallari, E. Somersalo: Statistical image inpainting and bootstrap prior, Image and Vision Computing, 24 (2006): 782-793.

D. Calvetti, R.K. Dash, E. Somersalo, M.E. Cabrera: Local regularization method applied to estimating oxygen consumption during muscle activities, Inverse Problems, 22 (2006): 229-244.

D. Calvetti, R. Hageman, E. Somersalo: Large-scale Bayesian parameter estimation for a three-compartment cardiac model during ischemia, Inverse Problems, 22 (2006): 1797-1861.

2006

Wednesday: 11:00 - 12:00

Thursday: 2:30 - 3:30

A fairly recent CV

Math 124 Calculus II

TuTh 10:00-11:15 Sears 435

Wed 9:30-10:20 Wick 306306

Math 352 Mathematics Capstone

Daniela Calvetti