Marc Peter Deisenroth - Publications, H-index & Citations

Marc Peter Deisenroth

university college london

41H指数

210论文数

1.2W被引数

收录论文 13

发表时间

Uncertainty quantification of surrogate models using conformal prediction

machine learning: science and technology

IF0

2026-02-03

OAAI

Vignesh Gopakumar; Ander Gray; Joel Oskarsson; Lorenzo Zanisi; Daniel Giles; Matt J Kusner; Stanislas Pamela; Marc Peter Deisenroth

Scalable data assimilation with message passing - ARTEFACT AWARD 可扩展的消息传递数据同化 - ARTEFACT AWARD

ENVIRONMENTAL DATA SCIENCE

IF0

2025-09-15

OAAI

Key, Oscar; Takao, So; Giles, Daniel; Deisenroth, Marc Peter

Scalable interpolation of satellite altimetry data with probabilistic machine learning

NATURE COMMUNICATIONS

IF15.7

2024-08-28

OAAI

Gregory, William; MacEachern, Ronald; Takao, So; Lawrence, Isobel R.; Nab, Carmen; Deisenroth, Marc Peter; Tsamados, Michel

Co-located OLCI optical imagery and SAR altimetry from Sentinel-3 for enhanced Arctic spring sea ice surface classification

FRONTIERS IN REMOTE SENSING

IF3.7

2024-07-10

OAAI

Chen, Weibin; Tsamados, Michel; Willatt, Rosemary; Takao, So; Brockley, David; de Rijke-Thomas, Claude; Francis, Alistair; Johnson, Thomas; Landy, Jack; Lawrence, Isobel R.; Lee, Sanggyun; Shirazi, Dorsa Nasrollahi; Liu, Wenxuan; Nelson, Connor; Stroeve, Julienne C.; Hirata, Len; Deisenroth, Marc Peter

Plasma surrogate modelling using Fourier neural operators

NUCLEAR FUSION

IF4

2024-04-09

OAAI

Gopakumar, Vignesh; Pamela, Stanislas; Zanisi, Lorenzo; Li, Zongyi; Gray, Ander; Brennand, Daniel; Bhatia, Nitesh; Stathopoulos, Gregory; Kusner, Matt; Peter Deisenroth, Marc; Anandkumar, Anima

High-dimensional Bayesian optimization using low-dimensional feature spaces 基于低维特征空间的高维贝叶斯优化

MACHINE LEARNING

IF2.9

2020-09-21

291

OAAI

Moriconi, Riccardo; Deisenroth, Marc Peter; Sesh Kumar, K. S.

GPdoemd: A Python package for design of experiments for model discrimination

COMPUTERS & CHEMICAL ENGINEERING

IF3.9

2019-06-01

OAAI