X Chen, P Rosakis, Z Wu, Z Zhang (2023) Solving nonconvex energy minimization problems in martensitic phase transitions with a mesh-free deep learning approach, Computer Methods in Applied Mechanics and Engineering 416, 116384.

E Pervolarakis, GA Tritsaris, P Rosakis, IN Remediakis (2023) Machine Learning for the edge energies of high symmetry Au nanoparticles, Surface Science 732, 122265.

G Grekas, K Koumatos, C Makridakis, P Rosakis (2022) Approximations of Energy Minimization in Cell-Induced Phase Transitions of Fibrous Biomaterials:
-Convergence Analysis, SIAM Journal on Numerical Analysis 60 (2), 715-750.

P Rosakis, TJ Healey, U Alyanak (2021) The inverse-deformation approach to fracture, Journal of the Mechanics and Physics of Solids 150, 104352.

G Grekas, M Proestaki, P Rosakis, J Notbohm, C Makridakis, ... (2021) Cells exploit a phase transition to mechanically remodel the fibrous extracellular matrix, Journal of the Royal Society Interface 18 (175), 20200823.

E Pervolarakis, A Mpoumpaki, G Tritsaris, P Rosakis, I Remediakis (2021) Probing surface and edge energies of gold using high-symmetry nanoparticles, APS March Meeting Abstracts 2021, C25. 009.

P Rosakis, ME Marketou (2020) Rethinking case fatality ratios for covid-19 from a data-driven viewpoint, The Journal of Infection 81 (2), e162.

Z Zhang, P Rosakis, TY Hou, G Ravichandran (2020) A minimal mechanosensing model predicts keratocyte evolution on flexible substrates, Journal of the Royal Society Interface 17 (166), 20200175.

- Continuum mechanics
- Dynamics of Crystal Defects
- Biomechanics
- Mechanobiology
- Mechanosensing