Nathanaël Perraudin - Publications, H-index & Citations

Nathanaël Perraudin

ETH Zurich

16H指数

85论文数

1.7K被引数

收录论文 11

发表时间

MeltpoolINR: predicting temperature field, melt pool geometry and their rate of change in laser powder bed fusion MeltpoolINR：预测激光粉末床熔融过程中的温度场、熔池几何形状及其变化率

JOURNAL OF INTELLIGENT MANUFACTURING

IF7.4

2025-10-01

OAAI

Manav, Manav; Perraudin, Nathanael; Lin, Yunong; Afrasiabi, Mohamadreza; Perez-Cruz, Fernando; Bambach, Markus; De Lorenzis, Laura

From STEM-EDXS data to phase separation and quantification using physics-guided NMF

MACHINE LEARNING-SCIENCE AND TECHNOLOGY

IF4.6

2024-11-29

OAAI

Teurtrie, Adrien; Perraudin, Nathanael; Holvoet, Thomas; Chen, Hui; Alexander, Duncan T. L.; Obozinski, Guillaume; Hebert, Cecile

GIR dataset: A geometry and real impulse response dataset for machine learning research in acoustics

APPLIED ACOUSTICS

IF3.6

2023-06-01

OAAI

Xydis, Achilleas; Perraudin, Nathanael; Rust, Romana; Heutschi, Kurt; Casas, Gonzalo; Grognuz, Oksana Riba; Eggenschwiler, Kurt; Kohler, Matthias; Perez-Cruz, Fernando

Flood Uncertainty Estimation Using Deep Ensembles

WATER

IF3

2022-09-22

OAAI

Chaudhary, Priyanka; Leitao, Joao P.; Donauer, Tabea; D'Aronco, Stefano; Perraudin, Nathanael; Obozinski, Guillaume; Perez-Cruz, Fernando; Schindler, Konrad; Wegner, Jan Dirk; Russo, Stefania

Emulation of Cosmological Mass Maps with Conditional Generative Adversarial Networks

FRONTIERS IN ARTIFICIAL INTELLIGENCE

IF4.7

2021-06-04

OAAI

Perraudin, Nathanael; Marcon, Sandro; Lucchi, Aurelien; Kacprzak, Tomasz

GACELA: A Generative Adversarial Context Encoder for Long Audio Inpainting of Music

IEEE JOURNAL OF SELECTED TOPICS IN SIGNAL PROCESSING

IF13.7

2021-01-01

PREAI

Marafioti, Andres; Majdak, Piotr; Holighaus, Nicki; Perraudin, Nathanael