mathematics for sustainable development
scientific coordinator: Luca Formaggia
The main goals for this topic are the development of mathematical models and numerical methods with applications to biomedicine (e.g., precision medicine, mathematical oncology, neurosciences) and for the sustainable use of the subsoil and mitigation of the effects of human activities (e.g., CO2 sequestration, geothermal reservoirs), as well as the implementation and analysis of scientific machine learning algorithms.
Publications
- H. Garcke, H., Lam, K.F., Nürnberg, R., Signori, A., On a Cahn–Hilliard equation for the growth and division of chemically active droplets modeling protocells, European J. Appl. Math., https://doi.org/10.1017/S0956792525100211.
- Andrini D, Chen X, Ciarletta P. Nonlinear Morphoelastic Theory of Biological Shallow Shells with Initial Stress. Journal of Elasticity, 157 (21), https://doi.org/10.1007/s10659-025-10113-z
- C.B. Leimer Saglio, S. Pagani, M. Corti, P.F. Antonietti, "A high-order discontinuous Galerkin method for the numerical modeling of epileptic seizures", preprint arXiv:2401.14310 [math.NA];
- S. Brivio, S. Fresca, A. Manzoni, "PTPI-DL-ROMs: pre-trained physics-informed deep learning-based reduced order models for nonlinear parametrized PDEs", preprint arXiv:2405.08558 [math.NA];
- M. Caldana, P.F. Antonietti, L. Dedè, "Discovering Artificial Viscosity Models for Discontinuous Galerkin Approximation of Conservation Laws using Physics-Informed Machine Learning", preprint arXiv:2402.16517 [math.NA];
- P.F. Antonietti, L. Beirao da Veiga, M. Botti, G. Vacca, M. Verani, "A Virtual Element method for non-Newtonian fluid flows", preprint arXiv:2403.03886 [math.NA];
- P.F. Antonietti, F. Bonizzoni, M. Corti, A. Dall'Olio, "Discontinuous Galerkin for the heterodimer model of prion dynamics in Parkinson's disease", preprint arXiv:2310.08342 [math.NA];
- P.F. Antonietti, M. Botti, I. Mazzieri, "A space-time discontinuous Galerkin method for coupled poroelasticity-elasticity problems", preprint arXiv:2306.01140 [math.NA];
- A. Agosti, A. Signori, "Analysis of a multi-species Cahn–Hilliard–Keller–Segel tumor growth model with chemotaxis and angiogenesis", preprint arXiv:2311.13470 [math.AP];
- S. Bonetti, M. Botti, P.A. Antonietti, "Robust discontinuous Galerkin-based scheme for the fully-coupled non-linear thermo-hydro-mechanical problem", preprint arXiv:2311.15665 [math.NA];
- S. Buchwald, G. Ciaramella, J. Salomon, "Gauss-Newton oriented greedy algorithms for the reconstruction of operators in nonlinear dynamics", preprint arXiv:2308.15450v1 [math.OC];
- P.F. Antonietti, F. Bonizzoni , M. Verani, "A DG-VEM method for the dissipative wave equation", preprint arXiv:2303.17391v2 [math.NA];
- N.R. Franco, S. Fresca, F. Tombari, A. Manzoni, "Deep Learning-based surrogate models for parametrized PDEs: handling geometric variability through graph neural networks", preprint arXiv:2308.01602v1 [math.NA];
- M. Torzoni, M. Tezzele, S. Mariani, A. Manzoni, K.E. Willcox, "A digital twin framework for civil engineering structures", preprint arXiv:2308.01445v1 [math.NA];
- M. Gambarini, G. Ciaramella, E. Miglio, T. Vanzan, "Robust optimization of control parameters for WEC arrays using stochastic methods", preprint arXiv:2305.04130v2 [math.OC];
- M. Corti, F. Bonizzoni, P.F. Antonietti, A.M. Quarteroni, "Uncertainty Quantification for Fisher-Kolmogorov Equation on Graphs with Application to Patient-Specific Alzheimer Disease", preprint arXiv:2305.03619v2 [math.NA];
- M. Corti, F. Bonizzoni, P.F. Antonietti, "Structure Preserving Polytopal Discontinuous Galerkin Methods for the Numerical Modeling of Neurodegenerative Diseases", SIAM J. Sci. Comput., to appear;
- M. Caldana, P.F. Antonietti, L. Dedè, "A Deep Learning algorithm to accelerate Algebraic Multigrid methods in Finite Element solvers of 3D elliptic PDEs", preprint arXiv:2304.10832v2 [math.NA];
- M. Abatangelo, C. Cavaterra, M. Grasselli, H. Wu, "Optimal Distributed Control for a Cahn-Hilliard-Darcy System with Mass Sources, Unmatched Viscosities and Singular Potential", preprint arXiv:2308.01569v1 [math.OC];
- G. Negrini, N. Parolini, M. Verani, "The Rhie-Chow stabilized Box Method for the Stokes problem", preprint arXiv:2308.01059v1 [math.NA];