publications

2026

1. 

   Insights Into Radiation Damage in YBa_2Cu_3O_7-δ From Machine-Learned Interatomic Potentials

   Ashley Dickson, Niccolò Di Eugenio, Federico Ledda, Daniele Torsello, and 9 more authors

   Superconductivity, 2026

   arXiv Bib HTML

   @article{dicksona2025insightsradiationdamageyba2cu3o7delta,
     title = {Insights Into Radiation Damage in {YBa}$_2${Cu}$_3${O}$_{7-\delta}$ From Machine-Learned Interatomic Potentials},
     author = {Dickson, Ashley and Eugenio, Niccolò Di and Ledda, Federico and Torsello, Daniele and Laviano, Francesco and Djurabekova, Flyura and Byggmästar, Jesper and Gilbert, Mark R. and Nguyen-Manh, Duc and Gallo, Erik and Trotta, Antonio and Gambino, Davide and Murphy, Samuel T.},
     journal = {Superconductivity},
     volume = {18},
     pages = {100264},
     year = {2026},
     doi = {10.1016/j.supcon.2026.100264},
   }

2. 

   Beyond DPA: An Atomistic Framework for a Quantitative Description of Radiation Damage in YBa_2Cu_3O_7

   Federico Ledda, Daniele Torsello, Davide Gambino, Flyura Djurabekova, and 7 more authors

   Small Science, 2026

   arXiv Bib HTML

   @article{ledda2025dpaatomisticframeworkquantitative,
     title = {Beyond DPA: An Atomistic Framework for a Quantitative Description of Radiation Damage in {YBa}$_2${Cu}$_3${O}$_7$},
     author = {Ledda, Federico and Torsello, Daniele and Gambino, Davide and Djurabekova, Flyura and Calzavara, Fabio and Eugenio, Niccolò Di and Jantunen, Ville and Trotta, Antonio and Gallo, Erik and Nordlund, Kai and Laviano, Francesco},
     journal = {Small Science},
     volume = {6},
     number = {5},
     pages = {e70303},
     year = {2026},
     doi = {10.1002/smsc.70303},
   }

3. 

   The diffusion-driven orthorhombic to tetragonal transition in YBa_2Cu_3O_7 derived with a machine learning interatomic potential

   Davide Gambino, Niccolò Di Eugenio, Jesper Byggmästar, Johan Klarbring, and 3 more authors

   npj Quantum Materials, 2026

   arXiv Bib HTML

   @article{gambino2025diffusiondrivenorthorhombictetragonaltransition,
     title = {The diffusion-driven orthorhombic to tetragonal transition in {YBa}$_2${Cu}$_3${O}$_7$ derived with a machine learning interatomic potential},
     author = {Gambino, Davide and Di Eugenio, Niccolò and Byggmästar, Jesper and Klarbring, Johan and Torsello, Daniele and Djurabekova, Flyura and Laviano, Francesco},
     journal = {npj Quantum Materials},
     volume = {11},
     number = {1},
     pages = {41},
     year = {2026},
     doi = {10.1038/s41535-026-00891-7},
   }

4. 

   A parametrically-Conditioned Deep Learning Surrogate for Coherent Spinodal Decomposition

   Andrea Fantasia, Daniele Lanzoni, Niccolò Di Eugenio, Angelo Monteleone, and 2 more authors

   Advanced Theory and Simulations, 2026

   arXiv Bib HTML

   @article{fantasia2026aparametricallyconditionedde,
     title = {A parametrically-Conditioned Deep Learning Surrogate for Coherent Spinodal Decomposition},
     author = {Fantasia, Andrea and Lanzoni, Daniele and Eugenio, Niccolò Di and Monteleone, Angelo and Bergamaschini, Roberto and Montalenti, Francesco},
     journal = {Advanced Theory and Simulations},
     volume = {9},
     number = {2},
     pages = {e02144},
     year = {2026},
     doi = {10.1002/adts.202502144},
   }

2025

1. 

   Machine-Learned Interatomic Potentials for Structural and Defect Properties of YBa_2Cu_3O_7-δ

   Niccolò Di Eugenio, Ashley Dickson, Flyura Djurabekova, Francesco Laviano, and 8 more authors

   2025

   arXiv Bib

   @misc{dieugenio2025machinelearnedinteratomicpotentialsstructural,
     title = {Machine-Learned Interatomic Potentials for Structural and Defect Properties of YBa$_2$Cu$_3$O$_{7-\delta}$},
     author = {Eugenio, Niccolò Di and Dickson, Ashley and Djurabekova, Flyura and Laviano, Francesco and Ledda, Federico and Torsello, Daniele and Gallo, Erik and Gilbert, Mark R. and Nguyen-Manh, Duc and Trotta, Antonio and Murphy, Samuel T. and Gambino, Davide},
     year = {2025},
   }

2. 

   Systematic Monte Carlo Analysis of Binary Compounds for Neutron Shielding in a Compact Nuclear Fusion Reactor

   Fabio Calzavara, Niccolò Di Eugenio, Federico Ledda, Daniele Torsello, and 3 more authors

   Applied Sciences, 2025

   Bib HTML

   @article{app152111557,
     author = {Calzavara, Fabio and Di Eugenio, Niccolò and Ledda, Federico and Torsello, Daniele and Trotta, Antonio and Gallo, Erik and Laviano, Francesco},
     title = {Systematic Monte Carlo Analysis of Binary Compounds for Neutron Shielding in a Compact Nuclear Fusion Reactor},
     journal = {Applied Sciences},
     volume = {15},
     year = {2025},
     number = {21},
     article-number = {11557},
     doi = {10.3390/app152111557},
   }

3. 

   Radiation Environment and Damage of HTS Magnets in an ARC-Like Reactor

   Daniele Torsello, Federico Ledda, Simone Sparacio, Niccolò Di Eugenio, and 5 more authors

   IEEE Transactions on Applied Superconductivity, 2025

   Bib HTML

   @article{Torsello2025,
     author = {Torsello, Daniele and Ledda, Federico and Sparacio, Simone and Eugenio, Niccolò Di and Giacomo, Matteo Di and Gallo, Erik and Hartwig, Zachary and Trotta, Antonio and Laviano, Francesco},
     journal = {IEEE Transactions on Applied Superconductivity},
     title = {Radiation Environment and Damage of {HTS} Magnets in an {ARC}-Like Reactor},
     year = {2025},
     volume = {35},
     number = {5},
     pages = {1--6},
     doi = {10.1109/TASC.2024.3516732},
   }