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Agnese Marcato

politecnico di torino

6H-index
29Paper Count
246Citation Count
Published Papers 13
Publication Date
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Deep learning for modeling the evolution of droplet size distribution in liquid–liquid dispersed systems
errEngineering with Computers
IF4.9
err2026-05-26
err0
errOAAI
errMazhar Bayazidi; Daniele Marchisio; Agnese Marcato; Antonio Buffo
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Synthetic Training Enables Deployment on Raw Drone Data: An Attention-Based Framework for Detecting Orphan Wells
errSensors
IF3.5
err2026-04-22
err0
errOAAI
errAgnese Marcato; Roman Colman; Damien Milazzo; Eric Guiltinan; Zhiwei Ma; Daniel O’Malley; Hari Viswanathan; Javier E. Santos
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Material Fracturing and Failure Simulation Datasets
errScientific Data
IF6.9
err2025-12-13
err0
errOAAI
errRyley G. Hill; Kai Gao; Aleksandra Pachalieva; Agnese Marcato; Xiaoyu Wang; Pascal Grosset; Esteban Rougier; Zhou Lei; Javier E. Santos; Vinamra Agrawal; Qinjun Kang; Jeffrey D. Hyman; Abigail Hunter; Christine M. Sweeney; Nathan DeBardeleben; Earl Lawrence; Hari Viswanathan; Daniel O’Malley
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Artificial intelligence in colloid and interface science: Current research, challenges and future directions
errCurrent Opinion in Colloid & Interface Science
IF7
err2025-09-15
err0
errOAAI
errSimha Sridharan; Tom Bailey; Agnese Marcato; Elena Simone; Nicholas Watson
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errSave
Attention-Based Reconstruction of Full-Field Tsunami Waves From Sparse Tsunameter Networks
errGeophysical Research Letters
IF4.6
err2025-08-18
err0
errOAAI
errEdward McDugald; Arvind Mohan; Darren Engwirda; Agnese Marcato; Javier E. Santos
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Comparative Analysis via CFD Simulation on the Impact of Graphite Anode Morphologies on the Discharge of a Lithium-Ion Battery
errbatteries
IF0
err2025-07-28
err0
errOAAI
errAlessio Lombardo Pontillo; Agnese Marcato; Daniele Versaci; Daniele Marchisio; Gianluca Boccardo
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Journey over destination: dynamic sensor placement enhances generalization
errMACHINE LEARNING-SCIENCE AND TECHNOLOGY
IF4.6
err2024-06-18
err1
errOAAI
errMarcato, Agnese; Guiltinan, Eric; Viswanathan, Hari; O'Malley, Daniel; Lubbers, Nicholas; Santos, Javier E.
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Learning a general model of single phase flow in complex 3D porous media
errMACHINE LEARNING-SCIENCE AND TECHNOLOGY
IF4.6
err2024-05-10
err0
errOAAI
errSantos, Javier E.; Marcato, Agnese; Kang, Qinjun; Mehana, Mohamed; O'Malley, Daniel; Viswanathan, Hari; Lubbers, Nicholas
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Modeling the 4D discharge of lithium-ion batteries with a multiscale time-dependent deep learning framework
errENERGY STORAGE MATERIALS
IF20.2
err2023-11-01
err10
errOAAI
errMarcato, Agnese; Santos, Javier E.; Liu, Chaoyue; Boccardo, Gianluca; Marchisio, Daniele; Franco, Alejandro A.
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A diffused-interface model for the lyophilization of a packed bed of spray-frozen particles
errCHEMICAL ENGINEERING SCIENCE
IF4.3
err2023-07-01
err5
errOAAI
errStratta, Lorenzo; Adali, Merve B.; Barresi, Antonello A.; Boccardo, Gianluca; Marcato, Agnese; Tuccinardi, Raffaele; Pisano, Roberto
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Prediction of local concentration fields in porous media with chemical reaction using a multi scale convolutional neural network
errCHEMICAL ENGINEERING JOURNAL
IF13.2
err2023-01-01
err16
errOAAI
errMarcato, Agnese; Santos, Javier E.; Boccardo, Gianluca; Viswanathan, Hari; Marchisio, Daniele; Prodanovic, Masa
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From Computational Fluid Dynamics to Structure Interpretation via Neural Networks: An Application to Flow and Transport in Porous Media
errINDUSTRIAL & ENGINEERING CHEMISTRY RESEARCH
IF3.9
err2022-03-25
err28
errOAAI
errMarcato, Agnese; Boccardo, Gianluca; Marchisio, Daniele
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A computational workflow to study particle transport and filtration in porous media: Coupling CFD and deep learning
errCHEMICAL ENGINEERING JOURNAL
IF13.2
err2021-08-01
err61
errOAAI
errMarcato, Agnese; Boccardo, Gianluca; Marchisio, Daniele
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Research Directions

No research directions
Co-authors
Cooperation Journals
Q
Qinjun Kang
H-index: 70 · Papers: 278
H
Hari Viswanathan
H-index: 54 · Papers: 415
D
Daniele Marchisio
H-index: 50 · Papers: 401
A
Alejandro A. Franco
H-index: 47 · Papers: 376
A
Antonello Barresi
H-index: 44 · Papers: 461
View more