Archivio Istituzionale della RicercaPIERACCINI, SANDRA
PIERACCINI, SANDRA
Dipartimento di Scienze Matematiche
Sandra Pieraccini; S. Pieraccini
011367
A recipe for learning Variably Scaled Kernels via Discontinuous Neural Networks
2025 Audone, G.; Della Santa, F.; Perracchione, E.; Pieraccini, S.
Edge-Wise Graph-Instructed Neural Networks
2025 Della Santa, Francesco; Mastropietro, Antonio; Pieraccini, Sandra; Vaccarino, Francesco
Discontinuous Neural Networks and Discontinuity Learning
2023 Della Santa, Francesco; Pieraccini, Sandra
A Meshless Method to Compute Pressure Fields from Image Velocimetry
2022 Sperotto, Pietro; Pieraccini, Sandra; Mendez, Miguel Alfonso
A RANS approach to the meshless computation of pressure fields from Image Velocimetry
2022 Sperotto, P.; Pieraccini, S.; Mendez, M. A.
Discontinuous boundary elements for steady-state fluid flow problems in discrete fracture networks
2022 Wang, Bin; Feng, Yin; Zhou, Xu; Pieraccini, Sandra; Scialò, Stefano; Fidelibus, Corrado
Graph-Informed Neural Networks for Regressions on Graph-Structured Data
2022 Berrone, Stefano; Della Santa, Francesco; Mastropietro, Antonio; Pieraccini, Sandra; Vaccarino, Francesco
A three-field based optimization formulation for flow simulations in networks of fractures on non-conforming meshes
2021 Berrone, S; Grappein, D; Pieraccini, S; Scialò, S
Layer-wise relevance propagation for backbone identification in discrete fracture networks
2021 Berrone, Stefano; Della Santa, Francesco; Mastropietro, Antonio; Pieraccini, Sandra; Vaccarino, Francesco
Machine learning for flux regression in discrete fracture networks
2021 Berrone, S.; DELLA SANTA, Francesco; Pieraccini, S.; Vaccarino, F.
Predicting flux in Discrete Fracture Networks via Graph Informed Neural Networks
2021 Berrone, Stefano; Della Santa, Francesco; Mastropietro, Antonio; Pieraccini, Sandra; Vaccarino, Francesco
Discrete Fracture Network insights by eXplainable AI
2020 Berrone, Stefano; Della Santa, Francesco; Mastropietro, Antonio; Pieraccini, Sandra; Vaccarino, Francesco
Multi-objective optimisation of an aerostatic pad: design of position, number and diameter of the supply holes
2020 Colombo, F.; Della Santa, F.; Pieraccini, S.
Multilevel Monte Carlo predictions of first passage times in three‐dimensional discrete fracture networks: a graph‐based approach
2020 Berrone, S.; Hyman, J. D.; Pieraccini, S.
Uncertainty quantification analysis in discrete fracture network flow simulations
2020 Pieraccini, S.
Iterative coupling algorithms for large multi-domain problems with the boundary element method
2019 Wang, Bin; Feng, Yin; Pieraccini, Sandra; Scialò, Stefano; Fidelibus, Corrado
New strategies for the simulation of the flow in three dimensional poro-fractured media
2019 Berrone, Stefano; Borio, Andrea; Pieraccini, Sandra; Scialo', Stefano
The Virtual Element Method for the Transport of Passive Scalars in Discrete Fracture Networks
2019 Berrone, Stefano; Benedetto, MATIAS FERNANDO; Borio, Andrea; Pieraccini, Sandra; Scialo', Stefano
Uncertainty quantification of discontinuous outputs via a non-intrusive bifidelity strategy
2019 Canuto, Claudio; Pieraccini, Sandra; Xiu, Dongbin
Advanced computation of steady-state fluid flow in discrete fracture-matrix models: FEM-BEM and VEM-VEM fracture-block coupling
2018 Berrone, S.; Borio, A.; Fidelibus, C.; Pieraccini, S.; Scialò, S.; Vicini, F.
| Citazione | Data di pubblicazione | Autori | File |
|---|---|---|---|
| A recipe for learning Variably Scaled Kernels via Discontinuous Neural Networks / Audone, G.; Della Santa, F.; Perracchione, E.; Pieraccini, S.. - In: JOURNAL OF COMPUTATIONAL AND APPLIED MATHEMATICS. - ISSN 0377-0427. - ELETTRONICO. - 469:(2025), pp. 1-18. [10.1016/j.cam.2025.116653] | 1-gen-2025 | Audone, G.Della Santa, F.Perracchione, E.Pieraccini, S. | VSK.pdf |
| Edge-Wise Graph-Instructed Neural Networks / Della Santa, Francesco; Mastropietro, Antonio; Pieraccini, Sandra; Vaccarino, Francesco. - In: JOURNAL OF COMPUTATIONAL SCIENCE. - ISSN 1877-7503. - 85:(2025), pp. 1-6. [10.1016/j.jocs.2024.102518] | 1-gen-2025 | Della Santa, FrancescoMastropietro, AntonioPieraccini, SandraVaccarino, Francesco | 1-s2.0-S1877750324003119-main.pdf |
| Discontinuous Neural Networks and Discontinuity Learning / Della Santa, Francesco; Pieraccini, Sandra. - In: JOURNAL OF COMPUTATIONAL AND APPLIED MATHEMATICS. - ISSN 0377-0427. - ELETTRONICO. - 419:(2023), pp. 1-24. [10.1016/j.cam.2022.114678] | 1-gen-2023 | Della Santa, FrancescoPieraccini, Sandra | Manuscript_elsarticle.pdf; Discontinuity_learning_final_file.pdf |
| A Meshless Method to Compute Pressure Fields from Image Velocimetry / Sperotto, Pietro; Pieraccini, Sandra; Mendez, Miguel Alfonso. - In: MEASUREMENT SCIENCE & TECHNOLOGY. - ISSN 0957-0233. - ELETTRONICO. - 33:9(2022). [10.1088/1361-6501/ac70a9] | 1-gen-2022 | Sperotto, PietroPieraccini, Sandra + | Author_version.pdf; RBF_PIV.pdf |
| A RANS approach to the meshless computation of pressure fields from Image Velocimetry / Sperotto, P.; Pieraccini, S.; Mendez, M. A.. - ELETTRONICO. - (2022), pp. 1-10. (Intervento presentato al convegno 20th symposium on the application of laser and imaging techniques to fluid mechanics tenutosi a Lisbon (Portugal) nel Jul 11 2022 - Jul 14 2022) [10.55037/lxlaser.20th.115]. | 1-gen-2022 | Sperotto, P.Pieraccini, S. + | 115_paper.pdf |
| Discontinuous boundary elements for steady-state fluid flow problems in discrete fracture networks / Wang, Bin; Feng, Yin; Zhou, Xu; Pieraccini, Sandra; Scialò, Stefano; Fidelibus, Corrado. - In: ADVANCES IN WATER RESOURCES. - ISSN 0309-1708. - ELETTRONICO. - 161:(2022), p. 104125. [10.1016/j.advwatres.2022.104125] | 1-gen-2022 | Sandra PieracciniStefano Scialò + | 1-s2.0-S0309170822000045-main.pdf; main_01-11-2022.pdf |
| Graph-Informed Neural Networks for Regressions on Graph-Structured Data / Berrone, Stefano; Della Santa, Francesco; Mastropietro, Antonio; Pieraccini, Sandra; Vaccarino, Francesco. - In: MATHEMATICS. - ISSN 2227-7390. - ELETTRONICO. - 10:5(2022). [10.3390/math10050786] | 1-gen-2022 | Berrone, StefanoDella Santa, FrancescoMastropietro, AntonioPieraccini, SandraVaccarino, Francesco | mathematics-10-00786.pdf |
| A three-field based optimization formulation for flow simulations in networks of fractures on non-conforming meshes / Berrone, S; Grappein, D; Pieraccini, S; Scialò, S. - In: SIAM JOURNAL ON SCIENTIFIC COMPUTING. - ISSN 1064-8275. - 43:2(2021), pp. 381-404. [10.1137/20M1319188] | 1-gen-2021 | Berrone, SGrappein, DPieraccini, SScialò, S | 20m1319188.pdf |
| Layer-wise relevance propagation for backbone identification in discrete fracture networks / Berrone, Stefano; Della Santa, Francesco; Mastropietro, Antonio; Pieraccini, Sandra; Vaccarino, Francesco. - In: JOURNAL OF COMPUTATIONAL SCIENCE. - ISSN 1877-7503. - ELETTRONICO. - 55:(2021), p. 101458. [10.1016/j.jocs.2021.101458] | 1-gen-2021 | Berrone, StefanoDella Santa, FrancescoMastropietro, AntonioPieraccini, SandraVaccarino, Francesco | 1-s2.0-S1877750321001356-main.pdf |
| Machine learning for flux regression in discrete fracture networks / Berrone, S.; DELLA SANTA, Francesco; Pieraccini, S.; Vaccarino, F.. - In: GEM. - ISSN 1869-2672. - ELETTRONICO. - 12:9(2021). [10.1007/s13137-021-00176-0] | 1-gen-2021 | Berrone S.DELLA SANTA, FRANCESCOPieraccini S.Vaccarino F. | Berrone2021_Article_MachineLearningForFluxRegressi.pdf |
| Predicting flux in Discrete Fracture Networks via Graph Informed Neural Networks / Berrone, Stefano; Della Santa, Francesco; Mastropietro, Antonio; Pieraccini, Sandra; Vaccarino, Francesco. - ELETTRONICO. - Machine Learning and the Physical Sciences:(2021). (Intervento presentato al convegno Workshop at the 35th Conference on Neural Information Processing Systems (NeurIPS) nel December 13, 2021). | 1-gen-2021 | Berrone, StefanoDella Santa, FrancescoMastropietro, AntonioPieraccini, SandraVaccarino, Francesco | NeurIPS_ML4PS_2021_87.pdf |
| Discrete Fracture Network insights by eXplainable AI / Berrone, Stefano; Della Santa, Francesco; Mastropietro, Antonio; Pieraccini, Sandra; Vaccarino, Francesco. - ELETTRONICO. - (2020). (Intervento presentato al convegno Workshop at the 34th Conference on Neural Information Processing Systems (NeurIPS) nel December 11, 2020). | 1-gen-2020 | Berrone, StefanoDella Santa, FrancescoMastropietro, AntonioPieraccini, SandraVaccarino, Francesco | NeurIPS_ML4PS_2020_53.pdf |
| Multi-objective optimisation of an aerostatic pad: design of position, number and diameter of the supply holes / Colombo, F.; Della Santa, F.; Pieraccini, S.. - In: JOURNAL OF MECHANICS. - ISSN 1727-7191. - 36:3(2020), pp. 347-360. [10.1017/jmech.2019.41] | 1-gen-2020 | F. ColomboF. Della SantaS. Pieraccini | multiobjective_optimisation_of_an_aerostatic_pad_design_of_position_number_and_diameter_of_the_supply_holes.pdf; formatted paper reviewed - reformatted.pdf |
| Multilevel Monte Carlo predictions of first passage times in three‐dimensional discrete fracture networks: a graph‐based approach / Berrone, S.; Hyman, J. D.; Pieraccini, S.. - In: WATER RESOURCES RESEARCH. - ISSN 0043-1397. - ELETTRONICO. - 56:6(2020). [10.1029/2019WR026493] | 1-gen-2020 | Berrone, S.Pieraccini, S. + | 2019WR026493.pdf; 2019WR026493.pdf |
| Uncertainty quantification analysis in discrete fracture network flow simulations / Pieraccini, S.. - In: GEM. - ISSN 1869-2672. - 11:1(2020). [10.1007/s13137-020-0148-0] | 1-gen-2020 | Pieraccini, S. | ArtStoGlo.pdf; Pieraccini2020_Article_UncertaintyQuantificationAnaly.pdf |
| Iterative coupling algorithms for large multi-domain problems with the boundary element method / Wang, Bin; Feng, Yin; Pieraccini, Sandra; Scialò, Stefano; Fidelibus, Corrado. - In: INTERNATIONAL JOURNAL FOR NUMERICAL METHODS IN ENGINEERING. - ISSN 0029-5981. - STAMPA. - 117:1(2019), pp. 1-14. [10.1002/nme.5943] | 1-gen-2019 | Pieraccini, SandraScialò, StefanoFidelibus, Corrado + | WangEtAlii17IJNME.pdf |
| New strategies for the simulation of the flow in three dimensional poro-fractured media / Berrone, Stefano; Borio, Andrea; Pieraccini, Sandra; Scialo', Stefano. - STAMPA. - 126:(2019), pp. 715-723. (Intervento presentato al convegno ENUMATH 2017 tenutosi a Voss (Norway) nel 25-29 Settembre 2017) [10.1007/978-3-319-96415-7_66]. | 1-gen-2019 | Stefano BerroneAndrea BorioSandra PieracciniStefano Scialo | - |
| The Virtual Element Method for the Transport of Passive Scalars in Discrete Fracture Networks / Berrone, Stefano; Benedetto, MATIAS FERNANDO; Borio, Andrea; Pieraccini, Sandra; Scialo', Stefano. - STAMPA. - 126:(2019), pp. 501-508. (Intervento presentato al convegno ENUMATH 2017 tenutosi a Voss (Norway) nel 25-29 Settembre 2017) [10.1007/978-3-319-96415-7_45]. | 1-gen-2019 | Stefano BerroneMatias BenedettoAndrea BorioSandra PieracciniStefano Scialò | - |
| Uncertainty quantification of discontinuous outputs via a non-intrusive bifidelity strategy / Canuto, Claudio; Pieraccini, Sandra; Xiu, Dongbin. - In: JOURNAL OF COMPUTATIONAL PHYSICS. - ISSN 0021-9991. - ELETTRONICO. - 398:(2019). [10.1016/j.jcp.2019.108885] | 1-gen-2019 | Claudio CanutoSandra Pieraccini + | 1-s2.0-S0021999119305832-main.pdf; Paper_MF.pdf |
| Advanced computation of steady-state fluid flow in discrete fracture-matrix models: FEM-BEM and VEM-VEM fracture-block coupling / Berrone, S.; Borio, A.; Fidelibus, C.; Pieraccini, S.; Scialò, S.; Vicini, F.. - In: GEM. - ISSN 1869-2672. - STAMPA. - 9:2(2018), pp. 377-399. [10.1007/s13137-018-0105-3] | 1-gen-2018 | S. BerroneA. BorioC. FidelibusS. PieracciniS. ScialòF. Vicini | - |