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Sokratis Anagnostopoulos

École Polytechnique Fédérale de Lausanne (EPFL)

Switzerland

SCHOLARLY PAPERS

2

DOWNLOADS

223

TOTAL CITATIONS

0

Scholarly Papers (2)

1.

Residual-Based Attention in Pinns

Number of pages: 35 Posted: 28 Sep 2023
École Polytechnique Fédérale de Lausanne (EPFL), Brown University, affiliation not provided to SSRN and Brown University
Downloads 175 (435,504)

Abstract:

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Residual-based attention, PINNs accuracy, adaptive weights.

2.

Accelerated Wind Farm Yaw and Layout Optimisation with Multi-Fidelity Deep Transfer Learning Wake Models

Number of pages: 16 Posted: 03 Apr 2023 Last Revised: 10 Nov 2023
Sokratis Anagnostopoulos, Jens Bauer, Mariana Clare and Matthew Piggott
École Polytechnique Fédérale de Lausanne (EPFL), Imperial College London, Imperial College London and Imperial College London
Downloads 48 (1,086,013)

Abstract:

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Wake modelling, Deep Learning, Transfer Learning, Multi-fidelity, Wind Farm Optimisation