Alessio Alexiadis

Publication Activity (10 Years)

Years Active: 2017-2023
Publications (10 Years): 6

Top Topics

Discrete Version

Machine Learning

Top Venues

Comput. Biol. Medicine

Artif. Intell. Medicine

J. Comput. Phys.

Publications

Alessio Alexiadis
A minimalistic approach to physics-informed machine learning using neighbour lists as physics-optimized convolutions for inverse problems involving particle systems. J. Comput. Phys. 473 (2023)
Michael Schütt, Konstantinos Stamatopoulos, M. J. H. Simmons, Hannah K. Batchelor, Alessio Alexiadis
Modelling and simulation of the hydrodynamics and mixing profiles in the human proximal colon using Discrete Multiphysics. Comput. Biol. Medicine 121 (2020)
Alessio Alexiadis
Deep multiphysics: Coupling discrete multiphysics with machine learning to attain self-learning in-silico models replicating human physiology. Artif. Intell. Medicine 98 (2019)
Mostapha Ariane, Stavros C. Kassinos, Sitaram Velaga, Alessio Alexiadis
Discrete multi-physics simulations of diffusive and convective mass transfer in boundary layers containing motile cilia in lungs. Comput. Biol. Medicine 95 (2018)
Mostapha Ariane, Wei Wen, Daniele Vigolo, Alexander Brill, F. G. B. Nash, Mostafa Barigou, Alessio Alexiadis
Modelling and simulation of flow and agglomeration in deep veins valves using discrete multi physics. Comput. Biol. Medicine 89 (2017)
Alessio Alexiadis, Konstantinos Stamatopoulos, Wei Wen, H. K. Batchelor, Serafeim Bakalis, Mostafa Barigou, M. J. H. Simmons
Using discrete multi-physics for detailed exploration of hydrodynamics in an in vitro colon system. Comput. Biol. Medicine 81 (2017)