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researcher

Giovanni De Magistris

3 papers here

Matching runs newest-first, so older work may not be attached to this profile yet.

author position
  • middle author2
  • last author1

Across the 3 of 3 papers where every author was matched, so the position is known.

fields
  • cs.LG2
  • cs.CV1
ORCID 0000-0002-5040-0884
same name
  • Giovanni De Magistris — 9 papers, h 14

Either other researchers who publish under this name, or the same person where the external sources have not merged their records.

identity via Semantic Scholar / OpenAlex

activity
20222024
most citedCombining Thermodynamics-based Model of the Centrifugal Compressors and Active Machine Learning for Enhanced Industrial Design Optimization

2 citations · 4 across the 3 of their papers we have counts for

collaborators

3 papers

cs.CV2024★ 2 cited

Controllable Image Synthesis of Industrial Data Using Stable Diffusion

Gabriele Valvano, Antonino Agostino, Giovanni De Magistris +2

Training supervised deep neural networks that perform defect detection and segmentation requires large-scale fully-annotated datasets, which can be hard or even impossible to obtai…

cs.LG2023★ 2 cited

Combining Thermodynamics-based Model of the Centrifugal Compressors and Active Machine Learning for Enhanced Industrial Design Optimization

Shadi Ghiasi, Guido Pazzi, Concettina Del Grosso +2

The design process of centrifugal compressors requires applying an optimization process which is computationally expensive due to complex analytical equations underlying the compre…

cs.LG2022

Deep Surrogate of Modular Multi Pump using Active Learning

Malathi Murugesan, Kanika Goyal, Laure Barriere +3

Due to the high cost and reliability of sensors, the designers of a pump reduce the needed number of sensors for the estimation of the feasible operating point as much as possible.…

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Not affiliated with arXiv. Researcher data from Semantic Scholar (ODC-BY) and OpenAlex.