---
_id: '5113'
author:
- first_name: Lars
  full_name: Fromme, Lars
  id: '217504'
  last_name: Fromme
  orcid: 0009-0006-6675-1917
  orcid_put_code_url: https://api.orcid.org/v2.0/0009-0006-6675-1917/work/171961850
- first_name: Fabian
  full_name: Gumpert, Fabian
  last_name: Gumpert
- first_name: Eugen
  full_name: Vambolt, Eugen
  last_name: Vambolt
- first_name: Elke
  full_name: Wilczok, Elke
  last_name: Wilczok
- first_name: Jan
  full_name: Lohbreier, Jan
  last_name: Lohbreier
citation:
  alphadin: '<span style="font-variant:small-caps;">Fromme, Lars</span> ; <span style="font-variant:small-caps;">Gumpert,
    Fabian</span> ; <span style="font-variant:small-caps;">Vambolt, Eugen</span> ;
    <span style="font-variant:small-caps;">Wilczok, Elke</span> ; <span style="font-variant:small-caps;">Lohbreier,
    Jan</span>: Using Surrogate Models to Predict the Transmission Efficiency of an
    ERS. In: <span style="font-variant:small-caps;">COMSOL AB</span> (Hrsg.): <i>Proceedings
    COMSOL Conference 2024</i>, 2024'
  ama: 'Fromme L, Gumpert F, Vambolt E, Wilczok E, Lohbreier J. Using Surrogate Models
    to Predict the Transmission Efficiency of an ERS. In: COMSOL AB, ed. <i>Proceedings
    COMSOL Conference 2024</i>. ; 2024.'
  apa: Fromme, L., Gumpert, F., Vambolt, E., Wilczok, E., &#38; Lohbreier, J. (2024).
    Using Surrogate Models to Predict the Transmission Efficiency of an ERS. In COMSOL
    AB (Ed.), <i>Proceedings COMSOL Conference 2024</i>. Florence.
  bibtex: '@inproceedings{Fromme_Gumpert_Vambolt_Wilczok_Lohbreier_2024, title={Using
    Surrogate Models to Predict the Transmission Efficiency of an ERS}, booktitle={Proceedings
    COMSOL Conference 2024}, author={Fromme, Lars and Gumpert, Fabian and Vambolt,
    Eugen and Wilczok, Elke and Lohbreier, Jan}, editor={COMSOL ABEditor}, year={2024}
    }'
  chicago: Fromme, Lars, Fabian Gumpert, Eugen Vambolt, Elke Wilczok, and Jan Lohbreier.
    “Using Surrogate Models to Predict the Transmission Efficiency of an ERS.” In
    <i>Proceedings COMSOL Conference 2024</i>, edited by COMSOL AB, 2024.
  ieee: L. Fromme, F. Gumpert, E. Vambolt, E. Wilczok, and J. Lohbreier, “Using Surrogate
    Models to Predict the Transmission Efficiency of an ERS,” in <i>Proceedings COMSOL
    Conference 2024</i>, Florence, 2024.
  mla: Fromme, Lars, et al. “Using Surrogate Models to Predict the Transmission Efficiency
    of an ERS.” <i>Proceedings COMSOL Conference 2024</i>, edited by COMSOL AB, 2024.
  short: 'L. Fromme, F. Gumpert, E. Vambolt, E. Wilczok, J. Lohbreier, in: COMSOL
    AB (Ed.), Proceedings COMSOL Conference 2024, 2024.'
conference:
  end_date: 2024-10-24
  location: Florence
  name: COMSOL Conference 2024
  start_date: 2024-10-22
corporate_editor:
- COMSOL AB
date_created: 2024-11-18T14:22:50Z
date_updated: 2026-03-17T15:29:13Z
department:
- _id: '103'
language:
- iso: eng
main_file_link:
- open_access: '1'
oa: '1'
project:
- _id: 0ec202b7-cd76-11ed-89f4-a9e1a6dbdaa7
  name: Institut für Technische Energie-Systeme
publication: Proceedings COMSOL Conference 2024
publication_identifier:
  isbn:
  - 978-1-7364524-2-4
publication_status: published
quality_controlled: '1'
related_material:
  link:
  - relation: original
    url: https://www.comsol.com/paper/using-surrogate-models-to-predict-the-transmission-efficiency-of-an-ers-134212
status: public
title: Using Surrogate Models to Predict the Transmission Efficiency of an ERS
type: conference_abstract
user_id: '217504'
year: '2024'
...
---
_id: '5114'
author:
- first_name: Jan
  full_name: Lohbreier, Jan
  last_name: Lohbreier
- first_name: Fabian
  full_name: Gumpert, Fabian
  last_name: Gumpert
- first_name: Eugen
  full_name: Vambolt, Eugen
  last_name: Vambolt
- first_name: Niklas
  full_name: Pöpel, Niklas
  last_name: Pöpel
- first_name: Lars
  full_name: Fromme, Lars
  id: '217504'
  last_name: Fromme
  orcid: 0009-0006-6675-1917
  orcid_put_code_url: https://api.orcid.org/v2.0/0009-0006-6675-1917/work/171962208
citation:
  alphadin: '<span style="font-variant:small-caps;">Lohbreier, Jan</span> ; <span
    style="font-variant:small-caps;">Gumpert, Fabian</span> ; <span style="font-variant:small-caps;">Vambolt,
    Eugen</span> ; <span style="font-variant:small-caps;">Pöpel, Niklas</span> ; <span
    style="font-variant:small-caps;">Fromme, Lars</span>: 3D Study of TEG-based Energy
    Harvesters With Physics-informed Neural Networks. In: <span style="font-variant:small-caps;">COMSOL
    AB</span> (Hrsg.): <i>Proceedings COMSOL Conference 2024</i>, 2024'
  ama: 'Lohbreier J, Gumpert F, Vambolt E, Pöpel N, Fromme L. 3D Study of TEG-based
    Energy Harvesters With Physics-informed Neural Networks. In: COMSOL AB, ed. <i>Proceedings
    COMSOL Conference 2024</i>. ; 2024.'
  apa: Lohbreier, J., Gumpert, F., Vambolt, E., Pöpel, N., &#38; Fromme, L. (2024).
    3D Study of TEG-based Energy Harvesters With Physics-informed Neural Networks.
    In COMSOL AB (Ed.), <i>Proceedings COMSOL Conference 2024</i>. Florence.
  bibtex: '@inproceedings{Lohbreier_Gumpert_Vambolt_Pöpel_Fromme_2024, title={3D Study
    of TEG-based Energy Harvesters With Physics-informed Neural Networks}, booktitle={Proceedings
    COMSOL Conference 2024}, author={Lohbreier, Jan and Gumpert, Fabian and Vambolt,
    Eugen and Pöpel, Niklas and Fromme, Lars}, editor={COMSOL ABEditor}, year={2024}
    }'
  chicago: Lohbreier, Jan, Fabian Gumpert, Eugen Vambolt, Niklas Pöpel, and Lars Fromme.
    “3D Study of TEG-Based Energy Harvesters With Physics-Informed Neural Networks.”
    In <i>Proceedings COMSOL Conference 2024</i>, edited by COMSOL AB, 2024.
  ieee: J. Lohbreier, F. Gumpert, E. Vambolt, N. Pöpel, and L. Fromme, “3D Study of
    TEG-based Energy Harvesters With Physics-informed Neural Networks,” in <i>Proceedings
    COMSOL Conference 2024</i>, Florence, 2024.
  mla: Lohbreier, Jan, et al. “3D Study of TEG-Based Energy Harvesters With Physics-Informed
    Neural Networks.” <i>Proceedings COMSOL Conference 2024</i>, edited by COMSOL
    AB, 2024.
  short: 'J. Lohbreier, F. Gumpert, E. Vambolt, N. Pöpel, L. Fromme, in: COMSOL AB
    (Ed.), Proceedings COMSOL Conference 2024, 2024.'
conference:
  end_date: 2024-10-24
  location: Florence
  name: COMSOL Conference 2024
  start_date: 2024-10-22
corporate_editor:
- COMSOL AB
date_created: 2024-11-18T14:28:41Z
date_updated: 2026-03-17T15:29:13Z
department:
- _id: '103'
language:
- iso: eng
main_file_link:
- open_access: '1'
oa: '1'
project:
- _id: 0ec202b7-cd76-11ed-89f4-a9e1a6dbdaa7
  name: Institut für Technische Energie-Systeme
publication: Proceedings COMSOL Conference 2024
publication_identifier:
  isbn:
  - 978-1-7364524-2-4
publication_status: published
quality_controlled: '1'
related_material:
  link:
  - relation: original
    url: https://www.comsol.com/paper/3d-study-of-teg-based-energy-harvesters-with-physics-informed-neural-networks-135582
status: public
title: 3D Study of TEG-based Energy Harvesters With Physics-informed Neural Networks
type: conference_abstract
user_id: '217504'
year: '2024'
...