Pierre-Paul De Breuck - Publications, H-index & Citations

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Pierre-Paul De Breuck

university alliance ruhr and interdisciplinary centre for advanced materials simulation

4H-index

19Paper Count

36Citation Count

Published Papers 6

Publication Date

A generative material transformer using Wyckoff representation

npj Computational Materials

IF11.9

2026-01-23

OAAI

Pierre-Paul De Breuck; Hashim A. Piracha; Gian-Marco Rignanese; Miguel A. L. Marques

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Combining feature-based approaches with graph neural networks and symbolic regression for synergistic performance and interpretability

npj Computational Materials

IF11.9

2026-01-15

OAAI

Rogério Almeida Gouvêa; Pierre-Paul De Breuck; Tatiane Pretto; Gian-Marco Rignanese; Marcos José Leite Santos

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Optical materials discovery and design with federated databases and machine learning

FARADAY DISCUSSIONS

IF3.1

2025-01-01

PREAI

Trinquet, Victor; Evans, Matthew L.; Hargreaves, Cameron J.; De Breuck, Pierre-Paul; Rignanese, Gian-Marco

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Influence of roughness and coating on the rebound of droplets on fabrics

SURFACES AND INTERFACES

IF6.3

2023-02-01

OAAI

Cruz, Patrick James; De Breuck, Pierre-Paul; Rignanese, Gian-Marco; Glinel, Karine; Jonas, Alain M.

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A simple denoising approach to exploit multi-fidelity data for machine learning materials properties

NPJ COMPUTATIONAL MATERIALS

IF11.9

2022-11-11

OAAI

Liu, Xiaotong; De Breuck, Pierre-Paul; Wang, Linghui; Rignanese, Gian-Marco

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Materials property prediction for limited datasets enabled by feature selection and joint learning with MODNet

NPJ COMPUTATIONAL MATERIALS

IF11.9

2021-06-03

OAAI

De Breuck, Pierre-Paul; Hautier, Geoffroy; Rignanese, Gian-Marco

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Research Directions