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Machine Learning for String Field Theory and for the String- and F-Theory landscapes

Publications

Renormalization in the neural network-quantum field theory correspondence

Author(s): Harold Erbin, Vincent Lahoche, Dine Ousmane Samary
Published in: NeurIPS 2022 workshop: Machine learning and the physical sciences, 2022
Publisher: NeurIPS
DOI: 10.48550/arxiv.2212.11811

Machine learning for complete intersection Calabi-Yau manifolds

Author(s): Harold Erbin, Riccardo Finotello, Mohamed Tamaazousti
Published in: NeurIPS 2022 workshop: Machine learning and the physical sciences, 2022
Publisher: NeurIPS

String field theory – A Modern Introduction

Author(s): Harold Erbin
Published in: Lecture notes in physics, 2021, ISBN 978-3-030-65321-7
Publisher: Springer
DOI: 10.1007/978-3-030-65321-7

Nonperturbative renormalization for the neural network-QFT correspondence

Author(s): H Erbin; V Lahoche; D Ousmane Samary
Published in: Machine Learning: Science and Technology, Issue 3, 2022, ISSN 2632-2153
Publisher: IOP
DOI: 10.1088/2632-2153/ac4f69

Initial Value Problem in String-inspired Nonlocal Field Theory

Author(s): Harold Erbin, Atakan Hilmi Firat
Published in: Journal of High Energy Physics, Issue 2022, 2022, ISSN 1029-8479
Publisher: Institute of Physics Publishing
DOI: 10.1007/jhep01(2022)167

Closed string theory without level-matching at the free level

Author(s): Harold Erbin; Maxime Médevielle
Published in: Journal of High Energy Physics, Issue 2023:03, 2023, ISSN 1029-8479
Publisher: Institute of Physics Publishing
DOI: 10.1007/jhep03(2023)091

Deep multi-task mining Calabi–Yau four-folds

Author(s): Harold Erbin; Riccardo Finotello; Robin Schneider; Mohamed Tamaazousti
Published in: Machine Learning: Science and Technology, Issue 3, 2021, ISSN 2632-2153
Publisher: IOP Physics
DOI: 10.48550/arxiv.2108.02221

Characterizing 4-string contact interaction using machine learning

Author(s): Harold Erbin, Atakan Hilmi Fırat
Published in: 2022
Publisher: None
DOI: 10.48550/arxiv.2211.09129

Open string stub as an auxiliary string field

Author(s): Harold Erbin, Atakan Hilmi Fırat
Published in: 2023
Publisher: None
DOI: 10.48550/arxiv.2308.08587

SL(2, C) quartic vertex for closed string field theory

Author(s): Harold Erbin, Suvajit Majumder
Published in: 2023
Publisher: None
DOI: 10.48550/arxiv.2311.07367

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