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Peter Jul-Rasmussen

affiliation not provided to SSRN

  • affiliation not provided to SSRN

SCHOLARLY PAPERS

2

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59

TOTAL CITATIONS

1

Scholarly Papers (2)

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1.

Incorporating First-Principles Information into Hybrid Modeling Structures: Comparing Hybrid Semi-Parametric Models with Physics-Informed Recurrent Neural Networks

Number of pages: 15 Posted: 19 Dec 2024
Peter Jul-Rasmussen, Monesh Kumar, José Pinto, Rui Oliveira, Xiaodong Liang and Jakob Huusom
affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN, Technical University of Denmark and Technical University of Denmark
Downloads 32 (1,290,922)

Abstract:

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Hybrid modelingHybrid semi-parametric modelingPhysics-Informed Recurrent Neural NetworksExtrapolation studyAdherence to physics

2.

Implementation of Real-Time Incremental Learning for Ensemble Hybrid Model Prediction in Pilot Scale Bubble Column Aeration

Number of pages: 14 Posted: 12 Nov 2024
Peter Jul-Rasmussen, Mads Stevnsborg, Xiaodong Liang and Jakob Huusom
affiliation not provided to SSRN, affiliation not provided to SSRN, Technical University of Denmark and Technical University of Denmark
Downloads 27 (1,359,097)
Citation 1

Abstract:

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Digital twin, Hybrid semi-parametric modeling, Uncertainty quantification, Incremental learning, Real-time predictions