Archivio Istituzionale della RicercaCHIAVAZZO, ELIODORO
CHIAVAZZO, ELIODORO
Dipartimento Energia
024188
Current trends on the use of deep learning methods for image analysis in energy applications
2024 Casini, Mattia; De Angelis, Paolo; Chiavazzo, Eliodoro; Bergamasco, Luca
Enhancement of heat transfer through the incorporation of copper metal wool in latent heat thermal energy storage systems
2024 Ribezzo, Alessandro; Morciano, Matteo; Zsembinszki, Gabriel; Risco Amigó, Sara; Mani Kala, Saranprabhu; Borri, Emiliano; Bergamasco, Luca; Fasano, Matteo; Chiavazzo, Eliodoro; Prieto, Cristina; Cabeza, Luisa F.
Enhancing ReaxFF for molecular dynamics simulations of lithium-ion batteries: an interactive reparameterization protocol
2024 De Angelis, Paolo; Cappabianca, Roberta; Fasano, Matteo; Asinari, Pietro; Chiavazzo, Eliodoro
Learning Effective Good Variables from Physical Data
2024 Barletta, Giulio; Trezza, Giovanni; Chiavazzo, Eliodoro
Machine Learning and image analysis towards improved energy management in Industry 4.0: a practical case study on quality control
2024 Casini, Mattia; De Angelis, Paolo; Porrati, Marco; Vigo, Paolo; Fasano, Matteo; Chiavazzo, Eliodoro; Bergamasco, Luca
Multi-Variable Multi-Metric Optimization of Self-Assembled Photocatalytic CO2 Reduction Performance Using Machine Learning Algorithms
2024 Bonke, Shannon A.; Trezza, Giovanni; Bergamasco, Luca; Song, Hongwei; Rodríguez-Jiménez, Santiago; Hammarström, Leif; Chiavazzo, Eliodoro; Reisner, Erwin
Optimizing the Marangoni effect towards enhanced salt rejection in thermal passive desalination
2024 Stincone, Giovanni; Meo, Roberto Raffaele; Chiavazzo, Eliodoro; Asinari, Pietro; Fasano, Matteo; Morciano, Matteo
Realizing Symmetry-Breaking Architectures in Soap Films
2024 Bergamasco, Luca; Chiavazzo, Eliodoro
Thermal characterization and cost analysis of cement-based composite materials for thermochemical energy storage
2024 Salustro, Simone; Lavagna, Luca; Fernicola, Vito; Smorgon, Denis; Mondello, Alessio; Chiavazzo, Eliodoro; Pavese, Matteo
3D printed lattice metal structures for enhanced heat transfer in latent heat storage systems
2023 Morciano, Matteo; Fasano, Matteo; Calignano, Flaviana; Manfredi, DIEGO GIOVANNI; Asinari, Pietro; Chiavazzo, Eliodoro; Alberghini, Matteo; Almiento, Mariella
A computational view on nanomaterial intrinsic and extrinsic features for nanosafety and sustainability
2023 Mancardi, G.; Mikolajczyk, A.; Annapoorani, V. K.; Bahl, A.; Blekos, K.; Burk, J.; Cetin, Y. A.; Chairetakis, K.; Dutta, S.; Escorihuela, L.; Jagiello, K.; Singhal, A.; van der Pol, R.; Banares, M. A.; Buchete, N. -V.; Calatayud, M.; Dumit, V. I.; Gardini, D.; Jeliazkova, N.; Haase, A.; Marcoulaki, E.; Martorell, B.; Puzyn, T.; Agur Sevink, G. J.; Simeone, F. C.; Tamm, K.; Chiavazzo, E.
A novel concept of photosynthetic soft membranes: a numerical study
2023 Falciani, Gabriele; Bergamasco, Luca; Bonke, Shannon A.; Sen, Indraneel; Chiavazzo, Eliodoro
An overview on modelling approaches for photochemical and photoelectrochemical solar fuels processes and technologies
2023 Falciani, Gabriele; Chiavazzo, Eliodoro
An Overview on Transport Phenomena within Solid Electrolyte Interphase and Their Impact on the Performance and Durability of Lithium-Ion Batteries
2023 Cappabianca, Roberta; De Angelis, Paolo; Fasano, Matteo; Chiavazzo, Eliodoro; Asinari, Pietro
Comparison of key performance indicators of sorbent materials for thermal energy storage with an economic focus
2023 Aghemo, Letizia; Lavagna, Luca; Chiavazzo, Eliodoro; Pavese, Matteo
Design and testing of a device for the characterization of gas transfer through soap films and measurement protocol based on color matching
2023 Falciani, Gabriele; Bergamasco, Luca; Amati, Agnese; Verdoes, Gijsbert; Sen, Indraneel; Bonnet, Sylvestre; Chiavazzo, Eliodoro
Double Diffusion Maps and their Latent Harmonics for scientific computations in latent space
2023 Evangelou, Nikolaos; Dietrich, Felix; Chiavazzo, Eliodoro; Lehmberg, Daniel; Meila, Marina; Kevrekidis, Ioannis G.
Experimental analysis of carbon-based Phase Change Materials composites for a fast numerical design of cold energy storage systems
2023 Ribezzo, Alessandro; Bergamasco, Luca; Morciano, Matteo; Fasano, Matteo; Chiavazzo, Eliodoro
Heat Transfer and Thermal Energy Storage Enhancement by Foams and Nanoparticles
2023 Andreozzi, Assunta; Asinari, Pietro; Barletta, Antonio; Bianco, Vincenzo; Bocanegra, Johan Augusto; Brandão, Pedro Vayssière; Buonomo, Bernardo; Cappabianca, Roberta; Celli, Michele; Chiavazzo, Eliodoro; De Angelis, Paolo; Diani, Andrea; Filippeschi, Sauro; Iasiello, Marcello; Manca, Oronzio; Nardini, Sergio; Nonino, Carlo; Rossetto, Luisa
Leveraging composition-based energy material descriptors for machine learning models
2023 Trezza, Giovanni; Chiavazzo, Eliodoro
| Citazione | Data di pubblicazione | Autori | File |
|---|---|---|---|
| Current trends on the use of deep learning methods for image analysis in energy applications / Casini, Mattia; De Angelis, Paolo; Chiavazzo, Eliodoro; Bergamasco, Luca. - In: ENERGY AND AI. - ISSN 2666-5468. - ELETTRONICO. - 15:(2024), pp. 1-14. [10.1016/j.egyai.2023.100330] | 1-gen-2024 | Casini, MattiaDe Angelis, PaoloChiavazzo, EliodoroBergamasco, Luca | 2024-1-Casini-EAI.pdf |
| Enhancement of heat transfer through the incorporation of copper metal wool in latent heat thermal energy storage systems / Ribezzo, Alessandro; Morciano, Matteo; Zsembinszki, Gabriel; Risco Amigó, Sara; Mani Kala, Saranprabhu; Borri, Emiliano; Bergamasco, Luca; Fasano, Matteo; Chiavazzo, Eliodoro; Prieto, Cristina; Cabeza, Luisa F.. - In: RENEWABLE ENERGY. - ISSN 0960-1481. - 231:(2024). [10.1016/j.renene.2024.120888] | 1-gen-2024 | Ribezzo, AlessandroMorciano, MatteoBergamasco, LucaFasano, MatteoChiavazzo, Eliodoro + | RibezzoEtAl2024.pdf |
| Enhancing ReaxFF for molecular dynamics simulations of lithium-ion batteries: an interactive reparameterization protocol / De Angelis, Paolo; Cappabianca, Roberta; Fasano, Matteo; Asinari, Pietro; Chiavazzo, Eliodoro. - In: SCIENTIFIC REPORTS. - ISSN 2045-2322. - ELETTRONICO. - 14:1(2024). [10.1038/s41598-023-50978-5] | 1-gen-2024 | De Angelis, PaoloCappabianca, RobertaFasano, MatteoAsinari, PietroChiavazzo, Eliodoro | s41598-023-50978-5.pdf; 41598_2023_50978_MOESM1_ESM.pdf |
| Learning Effective Good Variables from Physical Data / Barletta, Giulio; Trezza, Giovanni; Chiavazzo, Eliodoro. - In: MACHINE LEARNING AND KNOWLEDGE EXTRACTION. - ISSN 2504-4990. - ELETTRONICO. - 6:3(2024), pp. 1597-1618. [10.3390/make6030077] | 1-gen-2024 | Barletta, GiulioTrezza, GiovanniChiavazzo, Eliodoro | make-06-00077.pdf |
| Machine Learning and image analysis towards improved energy management in Industry 4.0: a practical case study on quality control / Casini, Mattia; De Angelis, Paolo; Porrati, Marco; Vigo, Paolo; Fasano, Matteo; Chiavazzo, Eliodoro; Bergamasco, Luca. - In: ENERGY EFFICIENCY. - ISSN 1570-646X. - ELETTRONICO. - 17:5(2024), pp. 1-16. [10.1007/s12053-024-10228-7] | 1-gen-2024 | Casini, MattiaDe Angelis, PaoloVigo, PaoloFasano, MatteoChiavazzo, EliodoroBergamasco, Luca + | s12053-024-10228-7.pdf |
| Multi-Variable Multi-Metric Optimization of Self-Assembled Photocatalytic CO2 Reduction Performance Using Machine Learning Algorithms / Bonke, Shannon A.; Trezza, Giovanni; Bergamasco, Luca; Song, Hongwei; Rodríguez-Jiménez, Santiago; Hammarström, Leif; Chiavazzo, Eliodoro; Reisner, Erwin. - In: JOURNAL OF THE AMERICAN CHEMICAL SOCIETY. - ISSN 0002-7863. - 146:(2024). [10.1021/jacs.4c01305] | 1-gen-2024 | Trezza, GiovanniBergamasco, LucaChiavazzo, Eliodoro + | BonkeEtAl2024.pdf |
| Optimizing the Marangoni effect towards enhanced salt rejection in thermal passive desalination / Stincone, Giovanni; Meo, Roberto Raffaele; Chiavazzo, Eliodoro; Asinari, Pietro; Fasano, Matteo; Morciano, Matteo. - In: DESALINATION. - ISSN 0011-9164. - 583:(2024). [10.1016/j.desal.2024.117673] | 1-gen-2024 | Meo, Roberto RaffaeleChiavazzo, EliodoroAsinari, PietroFasano, MatteoMorciano, Matteo + | 1-s2.0-S0011916424003849-main.pdf |
| Realizing Symmetry-Breaking Architectures in Soap Films / Bergamasco, Luca; Chiavazzo, Eliodoro. - In: PHYSICAL REVIEW LETTERS. - ISSN 1079-7114. - ELETTRONICO. - 132:(2024), pp. 1-6. [10.1103/PhysRevLett.132.028201] | 1-gen-2024 | Luca BergamascoEliodoro Chiavazzo | PhysRevLett.132.028201.pdf |
| Thermal characterization and cost analysis of cement-based composite materials for thermochemical energy storage / Salustro, Simone; Lavagna, Luca; Fernicola, Vito; Smorgon, Denis; Mondello, Alessio; Chiavazzo, Eliodoro; Pavese, Matteo. - In: JOURNAL OF ENERGY STORAGE. - ISSN 2352-152X. - 93:(2024). [10.1016/j.est.2024.112308] | 1-gen-2024 | Lavagna, LucaFernicola, VitoSmorgon, DenisMondello, AlessioChiavazzo, EliodoroPavese, Matteo + | SalustroetAl2024.pdf |
| 3D printed lattice metal structures for enhanced heat transfer in latent heat storage systems / Morciano, Matteo; Fasano, Matteo; Calignano, Flaviana; Manfredi, DIEGO GIOVANNI; Asinari, Pietro; Chiavazzo, Eliodoro; Alberghini, Matteo; Almiento, Mariella. - In: JOURNAL OF ENERGY STORAGE. - ISSN 2352-152X. - 65:(2023), pp. 1-10. [10.1016/j.est.2023.107350] | 1-gen-2023 | Morciano MatteoFasano MatteoCalignano FlavianaManfredi DiegoAsinari PietroChiavazzo EliodoroAlberghini MatteoAlmiento Mariella | Morcianoetal2022-Main.pdf; 1-s2.0-S2352152X23007478-main.pdf |
| A computational view on nanomaterial intrinsic and extrinsic features for nanosafety and sustainability / Mancardi, G.; Mikolajczyk, A.; Annapoorani, V. K.; Bahl, A.; Blekos, K.; Burk, J.; Cetin, Y. A.; Chairetakis, K.; Dutta, S.; Escorihuela, L.; Jagiello, K.; Singhal, A.; van der Pol, R.; Banares, M. A.; Buchete, N. -V.; Calatayud, M.; Dumit, V. I.; Gardini, D.; Jeliazkova, N.; Haase, A.; Marcoulaki, E.; Martorell, B.; Puzyn, T.; Agur Sevink, G. J.; Simeone, F. C.; Tamm, K.; Chiavazzo, E.. - In: MATERIALS TODAY. - ISSN 1369-7021. - ELETTRONICO. - 67:(2023), pp. 344-370. [10.1016/j.mattod.2023.05.029] | 1-gen-2023 | Mancardi G.Chiavazzo E. + | Mancardi2023MATTO.pdf |
| A novel concept of photosynthetic soft membranes: a numerical study / Falciani, Gabriele; Bergamasco, Luca; Bonke, Shannon A.; Sen, Indraneel; Chiavazzo, Eliodoro. - In: NANOSCALE RESEARCH LETTERS. - ISSN 1556-276X. - ELETTRONICO. - 18:9(2023), pp. 1-15. [10.1186/s11671-023-03772-1] | 1-gen-2023 | Gabriele FalcianiLuca BergamascoIndraneel SenEliodoro Chiavazzo + | s11671-023-03772-1.pdf |
| An overview on modelling approaches for photochemical and photoelectrochemical solar fuels processes and technologies / Falciani, Gabriele; Chiavazzo, Eliodoro. - In: ENERGY CONVERSION AND MANAGEMENT. - ISSN 0196-8904. - ELETTRONICO. - 292:(2023). [10.1016/j.enconman.2023.117366] | 1-gen-2023 | Falciani, GabrieleChiavazzo, Eliodoro | FalcianiEtAl2023.pdf |
| An Overview on Transport Phenomena within Solid Electrolyte Interphase and Their Impact on the Performance and Durability of Lithium-Ion Batteries / Cappabianca, Roberta; De Angelis, Paolo; Fasano, Matteo; Chiavazzo, Eliodoro; Asinari, Pietro. - In: ENERGIES. - ISSN 1996-1073. - ELETTRONICO. - 16:13(2023). [10.3390/en16135003] | 1-gen-2023 | Cappabianca, RobertaDe Angelis, PaoloFasano, MatteoChiavazzo, EliodoroAsinari, Pietro | energies-16-05003_compressed.pdf |
| Comparison of key performance indicators of sorbent materials for thermal energy storage with an economic focus / Aghemo, Letizia; Lavagna, Luca; Chiavazzo, Eliodoro; Pavese, Matteo. - In: ENERGY STORAGE MATERIALS. - ISSN 2405-8297. - ELETTRONICO. - 55:(2023), pp. 130-153. [10.1016/j.ensm.2022.11.042] | 1-gen-2023 | Aghemo, LetiziaLavagna, LucaChiavazzo, EliodoroPavese, Matteo | review thermal storage.pdf; MAINrevised-clean version post ref.pdf |
| Design and testing of a device for the characterization of gas transfer through soap films and measurement protocol based on color matching / Falciani, Gabriele; Bergamasco, Luca; Amati, Agnese; Verdoes, Gijsbert; Sen, Indraneel; Bonnet, Sylvestre; Chiavazzo, Eliodoro. - In: INTERNATIONAL COMMUNICATIONS IN HEAT AND MASS TRANSFER. - ISSN 0735-1933. - ELETTRONICO. - 149:(2023). [10.1016/j.icheatmasstransfer.2023.107161] | 1-gen-2023 | Falciani, GabrieleBergamasco, LucaSen, IndraneelChiavazzo, Eliodoro + | 1-s2.0-S073519332300550X-main.pdf |
| Double Diffusion Maps and their Latent Harmonics for scientific computations in latent space / Evangelou, Nikolaos; Dietrich, Felix; Chiavazzo, Eliodoro; Lehmberg, Daniel; Meila, Marina; Kevrekidis, Ioannis G.. - In: JOURNAL OF COMPUTATIONAL PHYSICS. - ISSN 0021-9991. - 485:15(2023). [10.1016/j.jcp.2023.112072] | 1-gen-2023 | Eliodoro Chiavazzo + | DoubleDiff2023.pdf; 1-s2.0-S0021999123001675-main.pdf |
| Experimental analysis of carbon-based Phase Change Materials composites for a fast numerical design of cold energy storage systems / Ribezzo, Alessandro; Bergamasco, Luca; Morciano, Matteo; Fasano, Matteo; Chiavazzo, Eliodoro. - In: APPLIED THERMAL ENGINEERING. - ISSN 1873-5606. - 231:(2023). [10.1016/j.applthermaleng.2023.120907] | 1-gen-2023 | Alessandro RibezzoLuca BergamascoMatteo MorcianoMatteo FasanoEliodoro Chiavazzo | 1-s2.0-S1359431123009365-main.pdf |
| Heat Transfer and Thermal Energy Storage Enhancement by Foams and Nanoparticles / Andreozzi, Assunta; Asinari, Pietro; Barletta, Antonio; Bianco, Vincenzo; Bocanegra, Johan Augusto; Brandão, Pedro Vayssière; Buonomo, Bernardo; Cappabianca, Roberta; Celli, Michele; Chiavazzo, Eliodoro; De Angelis, Paolo; Diani, Andrea; Filippeschi, Sauro; Iasiello, Marcello; Manca, Oronzio; Nardini, Sergio; Nonino, Carlo; Rossetto, Luisa. - In: ENERGIES. - ISSN 1996-1073. - 16:21(2023), p. 7421. [10.3390/en16217421] | 1-gen-2023 | Asinari, PietroCappabianca, RobertaChiavazzo, EliodoroDe Angelis, Paolo + | energies-16-07421.pdf |
| Leveraging composition-based energy material descriptors for machine learning models / Trezza, Giovanni; Chiavazzo, Eliodoro. - In: MATERIALS TODAY COMMUNICATIONS. - ISSN 2352-4928. - 36:(2023), p. 106579. [10.1016/j.mtcomm.2023.106579] | 1-gen-2023 | Trezza, GiovanniChiavazzo, Eliodoro | MatodCommTrezzaetal.pdf |