---
_id: '66957'
author:
- first_name: Elham
  full_name: Hassan Nezhad, Elham
  id: '105600'
  last_name: Hassan Nezhad
- first_name: Matti
  full_name: Grabo, Matti
  id: '66520'
  last_name: Grabo
- first_name: Julia
  full_name: Kirschbaum, Julia
  id: '98813'
  last_name: Kirschbaum
- first_name: Julia
  full_name: Riese, Julia
  id: '101499'
  last_name: Riese
  orcid: 0000-0002-3053-0534
citation:
  ama: 'Hassan Nezhad E, Grabo M, Kirschbaum J, Riese J. A physics-enhanced neural
    network approach for packed bed latent heat storage systems incorporating hysteresis
    and subcooling. In: ; 2026. doi:<a href="https://doi.org/SDEWES2026.0119">SDEWES2026.0119</a>'
  apa: Hassan Nezhad, E., Grabo, M., Kirschbaum, J., &#38; Riese, J. (2026). <i>A
    physics-enhanced neural network approach for packed bed latent heat storage systems
    incorporating hysteresis and subcooling</i>. <a href="https://doi.org/SDEWES2026.0119">https://doi.org/SDEWES2026.0119</a>
  bibtex: '@inproceedings{Hassan Nezhad_Grabo_Kirschbaum_Riese_2026, title={A physics-enhanced
    neural network approach for packed bed latent heat storage systems incorporating
    hysteresis and subcooling}, DOI={<a href="https://doi.org/SDEWES2026.0119">SDEWES2026.0119</a>},
    author={Hassan Nezhad, Elham and Grabo, Matti and Kirschbaum, Julia and Riese,
    Julia}, year={2026} }'
  chicago: Hassan Nezhad, Elham, Matti Grabo, Julia Kirschbaum, and Julia Riese. “A
    Physics-Enhanced Neural Network Approach for Packed Bed Latent Heat Storage Systems
    Incorporating Hysteresis and Subcooling,” 2026. <a href="https://doi.org/SDEWES2026.0119">https://doi.org/SDEWES2026.0119</a>.
  ieee: 'E. Hassan Nezhad, M. Grabo, J. Kirschbaum, and J. Riese, “A physics-enhanced
    neural network approach for packed bed latent heat storage systems incorporating
    hysteresis and subcooling,” 2026, doi: <a href="https://doi.org/SDEWES2026.0119">SDEWES2026.0119</a>.'
  mla: Hassan Nezhad, Elham, et al. <i>A Physics-Enhanced Neural Network Approach
    for Packed Bed Latent Heat Storage Systems Incorporating Hysteresis and Subcooling</i>.
    2026, doi:<a href="https://doi.org/SDEWES2026.0119">SDEWES2026.0119</a>.
  short: 'E. Hassan Nezhad, M. Grabo, J. Kirschbaum, J. Riese, in: 2026.'
date_created: 2026-09-04T07:38:45Z
date_updated: 2026-09-04T07:38:51Z
department:
- _id: '831'
- _id: '393'
doi: SDEWES2026.0119
language:
- iso: eng
quality_controlled: '1'
status: public
title: A physics-enhanced neural network approach for packed bed latent heat storage
  systems incorporating hysteresis and subcooling
type: conference
user_id: '101499'
year: '2026'
...