Alessandro Lucantonio
Scholar

Alessandro Lucantonio

Google Scholar ID: uImg5XIAAAAJ
Associate Professor at Aarhus University
AI4Sciencesymbolic regressionmachine learningsmart materialscomputational mechanics
Citations & Impact
All-time
Citations
478
 
H-index
12
 
i10-index
13
 
Publications
20
 
Co-authors
28
list available
Resume (English only)
Academic Achievements
  • Published papers:
  • - In 'Journal of the Royal Society Interface': Machine learning-based optimal design of fibrillar adhesives
  • - In 'Journal of Computational Physics': Symbolic regression of data-driven reduced order model closures for under-resolved, convection-dominated flows
  • - In 'Machine Learning: Science and Technology': Discovering interpretable physical models using symbolic regression and discrete exterior calculus
Research Experience
  • Associate Professor at the Department of Mechanical and Production Engineering, Aarhus University. Involved in the ALPS project (2022-present), which focuses on AI-based learning for physical simulation.
Background
  • Areas of expertise include continuum mechanics, machine learning, and computational mechanics.