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Loris Di Natale

swiss federal institutes of technology domain

7H-index
24Paper Count
283Citation Count
Published Papers 5
Publication Date
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SIMBa: System Identification Methods Leveraging Backpropagation
errIEEE TRANSACTIONS ON CONTROL SYSTEMS TECHNOLOGY
IF3.9
err2025-03-01
err0
errOAAI
errNatale, Loris Di; Zakwan, Muhammad; Heer, Philipp; Ferrari-Trecate, Giancarlo; Jones, Colin Neil
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Data-driven adaptive building thermal controller tuning with constraints: A primal-dual contextual Bayesian optimization approach
errAPPLIED ENERGY
IF11
err2024-03-01
err1
errOAAI
errXu, Wenjie; Svetozarevic, Bratislav; Di Natale, Loris; Heer, Philipp; Jones, Colin N.
errShare
errSave
Towards scalable physically consistent neural networks: An application to data-driven multi-zone thermal building models
errAPPLIED ENERGY
IF11
err2023-06-01
err13
errOAAI
errDi Natale, L.; Svetozarevic, B.; Heer, P.; Jones, C. N.
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errSave
Physically Consistent Neural Networks for building thermal modeling: Theory and analysis
errAPPLIED ENERGY
IF11
err2022-11-01
err48
errOAAI
errDi Natale, L.; Svetozarevic, B.; Heer, P.; Jones, C. N.
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errSave
Data-driven control of room temperature and bidirectional EV charging using deep reinforcement learning: Simulations and experiments
errAPPLIED ENERGY
IF11
err2022-02-01
err20
errOAAI
errSvetozarevic, B.; Baumann, C.; Muntwiler, S.; Di Natale, L.; Zeilinger, M. N.; Heer, P.
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Research Directions

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Co-authors
Cooperation Journals
C
Colin N. Jones
H-index: 50 · Papers: 431
G
Giancarlo Ferrari‐Trecate
H-index: 43 · Papers: 337
M
Melanie N. Zeilinger
H-index: 37 · Papers: 314
P
Philipp Heer
H-index: 17 · Papers: 131
B
Bratislav Svetozarevic
H-index: 15 · Papers: 56
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