Projects per year
Personal profile
Keywords
- Continuum mechanics
- Machine learning
- Modeling and Simulation
Areas of expertise
- Machine Learning
- Computational mechanics
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Dive into the research topics where Alessandro Lucantonio is active. These topic labels come from the works of this person. Together they form a unique fingerprint.
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Collaborations and top research areas from the last five years
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Projects
- 1 Active
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ALPS: ERC Starting Grant 2021 "ALPS - AI-based Learning for Physical Simulation"
Lucantonio, A. (PI)
01/09/2022 → …
Project: Research
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Machine learning-based optimal design of fibrillar adhesives
Shojaeifard, M., Ferraresso, M., Lucantonio, A. & Bacca, M., Feb 2025, In: Journal of the Royal Society Interface. 22, 223, 20240636.Research output: Contribution to journal/Conference contribution in journal/Contribution to newspaper › Journal article › Research › peer-review
2 Citations (Scopus) -
SR-Traffic: Discovering Macroscopic Traffic Flow Models with Symbolic Regression
Manti, S., Mohammadian, S., Treiber, M. & Lucantonio, A., 14 Nov 2025, p. 1-7. 7 p.Research output: Contribution to conference › Paper › Research › peer-review
Open Access -
Symbolic regression of data-driven reduced order model closures for under-resolved, convection-dominated flows
Manti, S., Tsai, P.-H., Lucantonio, A. & Iliescu, T., 1 Nov 2025, In: Journal of Computational Physics. 540, 114298.Research output: Contribution to journal/Conference contribution in journal/Contribution to newspaper › Journal article › Research › peer-review
Open Access1 Citation (Scopus) -
Discovering interpretable physical models using symbolic regression and discrete exterior calculus
Manti, S. & Lucantonio, A., 1 Mar 2024, In: Machine Learning: Science and Technology. 5, 1, 015005.Research output: Contribution to journal/Conference contribution in journal/Contribution to newspaper › Journal article › Research › peer-review
Open AccessFile4 Citations (Scopus)35 Downloads (Pure) -
Ablation Study of a Dynamic Model for a 3D-Printed Pneumatic Soft Robotic Arm
Alessi, C., Falotico, E. & Lucantonio, A., 2023, In: IEEE Access. 11, p. 37840-37853 14 p.Research output: Contribution to journal/Conference contribution in journal/Contribution to newspaper › Journal article › Research › peer-review
16 Citations (Scopus)