Marc Sebban

About Marc Sebban

Marc Sebban, With an exceptional h-index of 26 and a recent h-index of 18 (since 2020), a distinguished researcher at Université Jean Monnet, specializes in the field of Machine Learning.

His recent articles reflect a diverse array of research interests and contributions to the field:

Approximation Error of Sobolev Regular Functions with tanh Neural Networks: Theoretical Impact on PINNs

Laser-induced surface organization on the nanoscale guided by machine learning

CHARM High-energy Ions for Micro Electronics Reliability Assurance (CHIMERA)

Mixed-field Radiation Monitoring and Beam Characterisation Through Silicon Diode Detectors

Ultra-large Silicon Diode for Characterising Low-intensity Radiation Environments

Predictive Modeling of Body Shape Changes in Individuals on Dietetic Treatment Using Recurrent Networks

Radiation environment in the Large Hadron Collider during the 2022 restart and related RHA implications

Is My Neural Net Driven by the MDL Principle?

Marc Sebban Information

University

Position

Professor of Computer Science

Citations(all)

5243

Citations(since 2020)

2774

Cited By

3650

hIndex(all)

26

hIndex(since 2020)

18

i10Index(all)

61

i10Index(since 2020)

32

Email

University Profile Page

Google Scholar

Marc Sebban Skills & Research Interests

Machine Learning

Top articles of Marc Sebban

Approximation Error of Sobolev Regular Functions with tanh Neural Networks: Theoretical Impact on PINNs

2024/3/23

Amaury Habrard
Amaury Habrard

H-Index: 20

Marc Sebban
Marc Sebban

H-Index: 18

Laser-induced surface organization on the nanoscale guided by machine learning

2024/3/13

CHARM High-energy Ions for Micro Electronics Reliability Assurance (CHIMERA)

IEEE Transactions on Nuclear Science

2024/1/25

Sylvain Girard
Sylvain Girard

H-Index: 30

Marc Sebban
Marc Sebban

H-Index: 18

Mixed-field Radiation Monitoring and Beam Characterisation Through Silicon Diode Detectors

IEEE Transactions on Nuclear Science

2024/1/5

Sylvain Girard
Sylvain Girard

H-Index: 30

Marc Sebban
Marc Sebban

H-Index: 18

Ultra-large Silicon Diode for Characterising Low-intensity Radiation Environments

IEEE Transactions on Nuclear Science

2023/11/30

Sylvain Girard
Sylvain Girard

H-Index: 30

Marc Sebban
Marc Sebban

H-Index: 18

Predictive Modeling of Body Shape Changes in Individuals on Dietetic Treatment Using Recurrent Networks

2023/11/26

Marc Sebban
Marc Sebban

H-Index: 18

Amaury Habrard
Amaury Habrard

H-Index: 20

Radiation environment in the Large Hadron Collider during the 2022 restart and related RHA implications

IEEE Transactions on Nuclear Science

2023/10/27

Sylvain Girard
Sylvain Girard

H-Index: 30

Marc Sebban
Marc Sebban

H-Index: 18

Is My Neural Net Driven by the MDL Principle?

2023/9/17

Amaury Habrard
Amaury Habrard

H-Index: 20

Marc Sebban
Marc Sebban

H-Index: 18

Learning complexity to guide light-induced self-organized nanopatterns

Physical Review Letters

2023/5/30

CERN Super Proton Synchrotron Radiation Environment and Related Radiation Hardness Assurance Implications

IEEE Transactions on Nuclear Science

2023/3/23

JACOW: Overview of total ionizing dose levels in the Large Hadron Collider during 2022 restart

2023

Sylvain Girard
Sylvain Girard

H-Index: 30

Marc Sebban
Marc Sebban

H-Index: 18

Stochasticity versus determinism in LIPSS formation

2022/9/21

MetaAP: A meta-tree-based ranking algorithm optimizing the average precision from imbalanced data

Pattern Recognition Letters

2022/9/1

Why do State-of-the-art Super-Resolution Methods not work well for Bone Microstructure CT Imaging?

2022/8/29

Marc Sebban
Marc Sebban

H-Index: 18

Learning PDE to model self-organization of matter

Entropy

2022/8/9

Architecture for Automatic Recognition of Group Activities Using Local Motions and Context

IEEE Access

2022/7/29

optimized laser induced colors and image multiplexing on plasmonic quasi-random metasurfaces using deep learning

2022/7/19

Optimal tensor transport

Proceedings of the AAAI Conference on Artificial Intelligence

2022/6/28

Marc Sebban
Marc Sebban

H-Index: 18

Predicting laser-induced colors of random plasmonic metasurfaces and optimizing image multiplexing using deep learning

ACS nano

2022/6/3

Fast multiscale diffusion on graphs

2022/5/23

See List of Professors in Marc Sebban University(Université Jean Monnet)

Co-Authors

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