---
_id: '62072'
abstract:
- lang: eng
  text: 'The vision of Automated Machine Learning (AutoML) is to produce high performing
    ML pipelines that require very little human involvement or domain expertise to
    use. Competitions and benchmarks have been critical tools for accelerating progress
    in AutoML. However, much of the prior work on AutoML competitions has focused
    on well-studied domains in machine learning such as vision and language—these
    are domains which have benefited from several years of ML pipeline design by domain
    experts, which brings the usage of AutoML into question in the first place. Recently,
    AutoML for diverse tasks has emerged as an important research area that aims to
    bring AutoML to the domains where it can have the most impact: the long tail of
    ML tasks <em>beyond vision and language</em>. We present a retrospective report
    of the AutoML Decathlon—an AutoML for diverse tasks competition hosted at NeurIPS
    2022. The AutoML Decathlon presented participants with a set of 10 machine learning
    tasks that are diverse along several axes: domain, input dimension, output dimension,
    output type, objective function, and scale. Participants were tasked with developing
    AutoML methods that performed well on a <em>separate</em> set of 10 hidden diverse
    test tasks within a certain time budget, so as to discourage overfitting to the
    initial set of tasks and to encourage efficiency. In this report, we outline the
    details of the competition, discuss the top-5 submissions, analyze the results,
    and compare top submissions to additional state-of-the-art baselines designed
    specifically for diverse tasks. We conclude that the combination of existing efficient
    AutoML techniques with modern advancements in ML such as large-scale transfer
    learning, modern architectures, and differentiable Neural Architecture Search
    (NAS) is a promising direction for AutoML for diverse tasks.'
author:
- first_name: Nicholas
  full_name: Roberts, Nicholas
  last_name: Roberts
- first_name: Samuel
  full_name: Guo, Samuel
  last_name: Guo
- first_name: Cong
  full_name: Xu, Cong
  last_name: Xu
- first_name: Ameet
  full_name: Talwalkar, Ameet
  last_name: Talwalkar
- first_name: David
  full_name: Lander, David
  last_name: Lander
- first_name: Lvfang
  full_name: Tao, Lvfang
  last_name: Tao
- first_name: Linhang
  full_name: Cai, Linhang
  last_name: Cai
- first_name: Shuaicheng
  full_name: Niu, Shuaicheng
  last_name: Niu
- first_name: Jianyu
  full_name: Heng, Jianyu
  last_name: Heng
- first_name: Hongyang
  full_name: Qin, Hongyang
  last_name: Qin
- first_name: Minwen
  full_name: Deng, Minwen
  last_name: Deng
- first_name: Johannes
  full_name: Hog, Johannes
  last_name: Hog
- first_name: Alexander
  full_name: Pfefferle, Alexander
  last_name: Pfefferle
- first_name: Sushil
  full_name: Ammanaghatta Shivakumar, Sushil
  last_name: Ammanaghatta Shivakumar
- first_name: Arjun
  full_name: Krishnakumar, Arjun
  last_name: Krishnakumar
- first_name: Yubo
  full_name: Wang, Yubo
  last_name: Wang
- first_name: Rhea
  full_name: Sukthanker, Rhea
  last_name: Sukthanker
- first_name: Frank
  full_name: Hutter, Frank
  last_name: Hutter
- first_name: Euxhen
  full_name: Hasanaj, Euxhen
  last_name: Hasanaj
- first_name: Tien-Dung
  full_name: Le, Tien-Dung
  last_name: Le
- first_name: Mikhail
  full_name: Khodak, Mikhail
  last_name: Khodak
- first_name: Yuriy
  full_name: Nevmyvaka, Yuriy
  last_name: Nevmyvaka
- first_name: Kashif
  full_name: Rasul, Kashif
  last_name: Rasul
- first_name: Frederic
  full_name: Sala, Frederic
  last_name: Sala
- first_name: Anderson
  full_name: Schneider, Anderson
  last_name: Schneider
- first_name: Junhong
  full_name: Shen, Junhong
  last_name: Shen
- first_name: Evan
  full_name: Sparks, Evan
  last_name: Sparks
citation:
  ama: 'Roberts N, Guo S, Xu C, et al. AutoML Decathlon: Diverse Tasks, Modern Methods,
    and Efficiency at Scale. In: Ciccone M, Stolovitzky G, Albrecht J, eds. <i>Proceedings
    of the NeurIPS 2022 Competitions Track</i>. Vol 220. Proceedings of Machine Learning
    Research. PMLR; 2022:151–170.'
  apa: 'Roberts, N., Guo, S., Xu, C., Talwalkar, A., Lander, D., Tao, L., Cai, L.,
    Niu, S., Heng, J., Qin, H., Deng, M., Hog, J., Pfefferle, A., Ammanaghatta Shivakumar,
    S., Krishnakumar, A., Wang, Y., Sukthanker, R., Hutter, F., Hasanaj, E., … Sparks,
    E. (2022). AutoML Decathlon: Diverse Tasks, Modern Methods, and Efficiency at
    Scale. In M. Ciccone, G. Stolovitzky, &#38; J. Albrecht (Eds.), <i>Proceedings
    of the NeurIPS 2022 Competitions Track</i> (Vol. 220, pp. 151–170). PMLR.'
  bibtex: '@inproceedings{Roberts_Guo_Xu_Talwalkar_Lander_Tao_Cai_Niu_Heng_Qin_et
    al._2022, series={Proceedings of Machine Learning Research}, title={AutoML Decathlon:
    Diverse Tasks, Modern Methods, and Efficiency at Scale}, volume={220}, booktitle={Proceedings
    of the NeurIPS 2022 Competitions Track}, publisher={PMLR}, author={Roberts, Nicholas
    and Guo, Samuel and Xu, Cong and Talwalkar, Ameet and Lander, David and Tao, Lvfang
    and Cai, Linhang and Niu, Shuaicheng and Heng, Jianyu and Qin, Hongyang and et
    al.}, editor={Ciccone, Marco and Stolovitzky, Gustavo and Albrecht, Jacob}, year={2022},
    pages={151–170}, collection={Proceedings of Machine Learning Research} }'
  chicago: 'Roberts, Nicholas, Samuel Guo, Cong Xu, Ameet Talwalkar, David Lander,
    Lvfang Tao, Linhang Cai, et al. “AutoML Decathlon: Diverse Tasks, Modern Methods,
    and Efficiency at Scale.” In <i>Proceedings of the NeurIPS 2022 Competitions Track</i>,
    edited by Marco Ciccone, Gustavo Stolovitzky, and Jacob Albrecht, 220:151–170.
    Proceedings of Machine Learning Research. PMLR, 2022.'
  ieee: 'N. Roberts <i>et al.</i>, “AutoML Decathlon: Diverse Tasks, Modern Methods,
    and Efficiency at Scale,” in <i>Proceedings of the NeurIPS 2022 Competitions Track</i>,
    2022, vol. 220, pp. 151–170.'
  mla: 'Roberts, Nicholas, et al. “AutoML Decathlon: Diverse Tasks, Modern Methods,
    and Efficiency at Scale.” <i>Proceedings of the NeurIPS 2022 Competitions Track</i>,
    edited by Marco Ciccone et al., vol. 220, PMLR, 2022, pp. 151–170.'
  short: 'N. Roberts, S. Guo, C. Xu, A. Talwalkar, D. Lander, L. Tao, L. Cai, S. Niu,
    J. Heng, H. Qin, M. Deng, J. Hog, A. Pfefferle, S. Ammanaghatta Shivakumar, A.
    Krishnakumar, Y. Wang, R. Sukthanker, F. Hutter, E. Hasanaj, T.-D. Le, M. Khodak,
    Y. Nevmyvaka, K. Rasul, F. Sala, A. Schneider, J. Shen, E. Sparks, in: M. Ciccone,
    G. Stolovitzky, J. Albrecht (Eds.), Proceedings of the NeurIPS 2022 Competitions
    Track, PMLR, 2022, pp. 151–170.'
date_created: 2025-11-04T12:24:24Z
date_updated: 2025-11-04T12:25:54Z
editor:
- first_name: Marco
  full_name: Ciccone, Marco
  last_name: Ciccone
- first_name: Gustavo
  full_name: Stolovitzky, Gustavo
  last_name: Stolovitzky
- first_name: Jacob
  full_name: Albrecht, Jacob
  last_name: Albrecht
extern: '1'
intvolume: '       220'
language:
- iso: eng
page: 151–170
publication: Proceedings of the NeurIPS 2022 Competitions Track
publisher: PMLR
series_title: Proceedings of Machine Learning Research
status: public
title: 'AutoML Decathlon: Diverse Tasks, Modern Methods, and Efficiency at Scale'
type: conference
user_id: '124732'
volume: 220
year: '2022'
...
---
_id: '37942'
author:
- first_name: Jennifer N.
  full_name: Andexer, Jennifer N.
  last_name: Andexer
- first_name: Uwe
  full_name: Beifuss, Uwe
  last_name: Beifuss
- first_name: Malte
  full_name: Brasholz, Malte
  last_name: Brasholz
- first_name: Rolf
  full_name: Breinbauer, Rolf
  last_name: Breinbauer
- first_name: Martin
  full_name: Breugst, Martin
  last_name: Breugst
- first_name: Oliver
  full_name: Dumele, Oliver
  last_name: Dumele
- first_name: Martin
  full_name: Ernst, Martin
  last_name: Ernst
- first_name: Ruth
  full_name: Ganardi, Ruth
  last_name: Ganardi
- first_name: Michael
  full_name: Giese, Michael
  last_name: Giese
- first_name: Tobias A. M.
  full_name: Gulder, Tobias A. M.
  last_name: Gulder
- first_name: Wolfgang
  full_name: Hüttel, Wolfgang
  last_name: Hüttel
- first_name: Stephanie
  full_name: Kath‐Schorr, Stephanie
  last_name: Kath‐Schorr
- first_name: Karsten
  full_name: Körber, Karsten
  last_name: Körber
- first_name: Markus
  full_name: Kordes, Markus
  last_name: Kordes
- first_name: Thomas
  full_name: Lindel, Thomas
  last_name: Lindel
- first_name: Christian
  full_name: Mück‐Lichtenfeld, Christian
  last_name: Mück‐Lichtenfeld
- first_name: Jochen
  full_name: Niemeyer, Jochen
  last_name: Niemeyer
- first_name: Roland
  full_name: Pfau, Roland
  last_name: Pfau
- first_name: Fabian
  full_name: Pfrengle, Fabian
  last_name: Pfrengle
- first_name: Jörg
  full_name: Pietruszka, Jörg
  last_name: Pietruszka
- first_name: Johannes L.
  full_name: Röckl, Johannes L.
  last_name: Röckl
- first_name: Norbert
  full_name: Schaschke, Norbert
  last_name: Schaschke
- first_name: Hanna
  full_name: Sebode, Hanna
  last_name: Sebode
- first_name: Mathias O.
  full_name: Senge, Mathias O.
  last_name: Senge
- first_name: Bernd F.
  full_name: Straub, Bernd F.
  last_name: Straub
- first_name: Johannes
  full_name: Teichert, Johannes
  last_name: Teichert
- first_name: Siegfried R.
  full_name: Waldvogel, Siegfried R.
  last_name: Waldvogel
- first_name: Thomas
  full_name: Werner, Thomas
  id: '89271'
  last_name: Werner
  orcid: 0000-0001-9025-3244
- first_name: Christian
  full_name: Winter, Christian
  last_name: Winter
citation:
  ama: Andexer JN, Beifuss U, Brasholz M, et al. Trendbericht Organische Chemie 2022.
    <i>Nachrichten aus der Chemie</i>. 2022;70(3):42-69. doi:<a href="https://doi.org/10.1002/nadc.20224122453">10.1002/nadc.20224122453</a>
  apa: Andexer, J. N., Beifuss, U., Brasholz, M., Breinbauer, R., Breugst, M., Dumele,
    O., Ernst, M., Ganardi, R., Giese, M., Gulder, T. A. M., Hüttel, W., Kath‐Schorr,
    S., Körber, K., Kordes, M., Lindel, T., Mück‐Lichtenfeld, C., Niemeyer, J., Pfau,
    R., Pfrengle, F., … Winter, C. (2022). Trendbericht Organische Chemie 2022. <i>Nachrichten
    Aus Der Chemie</i>, <i>70</i>(3), 42–69. <a href="https://doi.org/10.1002/nadc.20224122453">https://doi.org/10.1002/nadc.20224122453</a>
  bibtex: '@article{Andexer_Beifuss_Brasholz_Breinbauer_Breugst_Dumele_Ernst_Ganardi_Giese_Gulder_et
    al._2022, title={Trendbericht Organische Chemie 2022}, volume={70}, DOI={<a href="https://doi.org/10.1002/nadc.20224122453">10.1002/nadc.20224122453</a>},
    number={3}, journal={Nachrichten aus der Chemie}, publisher={Wiley}, author={Andexer,
    Jennifer N. and Beifuss, Uwe and Brasholz, Malte and Breinbauer, Rolf and Breugst,
    Martin and Dumele, Oliver and Ernst, Martin and Ganardi, Ruth and Giese, Michael
    and Gulder, Tobias A. M. and et al.}, year={2022}, pages={42–69} }'
  chicago: 'Andexer, Jennifer N., Uwe Beifuss, Malte Brasholz, Rolf Breinbauer, Martin
    Breugst, Oliver Dumele, Martin Ernst, et al. “Trendbericht Organische Chemie 2022.”
    <i>Nachrichten Aus Der Chemie</i> 70, no. 3 (2022): 42–69. <a href="https://doi.org/10.1002/nadc.20224122453">https://doi.org/10.1002/nadc.20224122453</a>.'
  ieee: 'J. N. Andexer <i>et al.</i>, “Trendbericht Organische Chemie 2022,” <i>Nachrichten
    aus der Chemie</i>, vol. 70, no. 3, pp. 42–69, 2022, doi: <a href="https://doi.org/10.1002/nadc.20224122453">10.1002/nadc.20224122453</a>.'
  mla: Andexer, Jennifer N., et al. “Trendbericht Organische Chemie 2022.” <i>Nachrichten
    Aus Der Chemie</i>, vol. 70, no. 3, Wiley, 2022, pp. 42–69, doi:<a href="https://doi.org/10.1002/nadc.20224122453">10.1002/nadc.20224122453</a>.
  short: J.N. Andexer, U. Beifuss, M. Brasholz, R. Breinbauer, M. Breugst, O. Dumele,
    M. Ernst, R. Ganardi, M. Giese, T.A.M. Gulder, W. Hüttel, S. Kath‐Schorr, K. Körber,
    M. Kordes, T. Lindel, C. Mück‐Lichtenfeld, J. Niemeyer, R. Pfau, F. Pfrengle,
    J. Pietruszka, J.L. Röckl, N. Schaschke, H. Sebode, M.O. Senge, B.F. Straub, J.
    Teichert, S.R. Waldvogel, T. Werner, C. Winter, Nachrichten Aus Der Chemie 70
    (2022) 42–69.
date_created: 2023-01-22T20:22:02Z
date_updated: 2025-11-10T07:59:34Z
department:
- _id: '35'
- _id: '2'
- _id: '657'
doi: 10.1002/nadc.20224122453
intvolume: '        70'
issue: '3'
keyword:
- General Chemical Engineering
- General Chemistry
language:
- iso: eng
page: 42-69
publication: Nachrichten aus der Chemie
publication_identifier:
  issn:
  - 1439-9598
  - 1868-0054
publication_status: published
publisher: Wiley
status: public
title: Trendbericht Organische Chemie 2022
type: journal_article
user_id: '89271'
volume: 70
year: '2022'
...
---
_id: '37938'
author:
- first_name: Constanza
  full_name: Terazzi, Constanza
  last_name: Terazzi
- first_name: Karoline
  full_name: Laatz, Karoline
  last_name: Laatz
- first_name: Jan
  full_name: von Langermann, Jan
  last_name: von Langermann
- first_name: Thomas
  full_name: Werner, Thomas
  id: '89271'
  last_name: Werner
  orcid: 0000-0001-9025-3244
citation:
  ama: Terazzi C, Laatz K, von Langermann J, Werner T. Synthesis of Cyclic Carbonates
    Catalyzed by CaI<sub>2</sub>–Et<sub>3</sub>N and Studies on Their Biocatalytic
    Kinetic Resolution. <i>ACS Sustainable Chemistry and Engineering</i>. 2022;10(40):13335-13342.
    doi:<a href="https://doi.org/10.1021/acssuschemeng.2c03210">10.1021/acssuschemeng.2c03210</a>
  apa: Terazzi, C., Laatz, K., von Langermann, J., &#38; Werner, T. (2022). Synthesis
    of Cyclic Carbonates Catalyzed by CaI<sub>2</sub>–Et<sub>3</sub>N and Studies
    on Their Biocatalytic Kinetic Resolution. <i>ACS Sustainable Chemistry and Engineering</i>,
    <i>10</i>(40), 13335–13342. <a href="https://doi.org/10.1021/acssuschemeng.2c03210">https://doi.org/10.1021/acssuschemeng.2c03210</a>
  bibtex: '@article{Terazzi_Laatz_von Langermann_Werner_2022, title={Synthesis of
    Cyclic Carbonates Catalyzed by CaI<sub>2</sub>–Et<sub>3</sub>N and Studies on
    Their Biocatalytic Kinetic Resolution}, volume={10}, DOI={<a href="https://doi.org/10.1021/acssuschemeng.2c03210">10.1021/acssuschemeng.2c03210</a>},
    number={40}, journal={ACS Sustainable Chemistry and Engineering}, publisher={American
    Chemical Society (ACS)}, author={Terazzi, Constanza and Laatz, Karoline and von
    Langermann, Jan and Werner, Thomas}, year={2022}, pages={13335–13342} }'
  chicago: 'Terazzi, Constanza, Karoline Laatz, Jan von Langermann, and Thomas Werner.
    “Synthesis of Cyclic Carbonates Catalyzed by CaI<sub>2</sub>–Et<sub>3</sub>N and
    Studies on Their Biocatalytic Kinetic Resolution.” <i>ACS Sustainable Chemistry
    and Engineering</i> 10, no. 40 (2022): 13335–42. <a href="https://doi.org/10.1021/acssuschemeng.2c03210">https://doi.org/10.1021/acssuschemeng.2c03210</a>.'
  ieee: 'C. Terazzi, K. Laatz, J. von Langermann, and T. Werner, “Synthesis of Cyclic
    Carbonates Catalyzed by CaI<sub>2</sub>–Et<sub>3</sub>N and Studies on Their Biocatalytic
    Kinetic Resolution,” <i>ACS Sustainable Chemistry and Engineering</i>, vol. 10,
    no. 40, pp. 13335–13342, 2022, doi: <a href="https://doi.org/10.1021/acssuschemeng.2c03210">10.1021/acssuschemeng.2c03210</a>.'
  mla: Terazzi, Constanza, et al. “Synthesis of Cyclic Carbonates Catalyzed by CaI<sub>2</sub>–Et<sub>3</sub>N
    and Studies on Their Biocatalytic Kinetic Resolution.” <i>ACS Sustainable Chemistry
    and Engineering</i>, vol. 10, no. 40, American Chemical Society (ACS), 2022, pp.
    13335–42, doi:<a href="https://doi.org/10.1021/acssuschemeng.2c03210">10.1021/acssuschemeng.2c03210</a>.
  short: C. Terazzi, K. Laatz, J. von Langermann, T. Werner, ACS Sustainable Chemistry
    and Engineering 10 (2022) 13335–13342.
date_created: 2023-01-22T20:10:44Z
date_updated: 2025-11-10T08:47:07Z
department:
- _id: '2'
- _id: '657'
doi: 10.1021/acssuschemeng.2c03210
intvolume: '        10'
issue: '40'
keyword:
- T1
- T3
- CSSD
language:
- iso: eng
page: 13335-13342
publication: ACS Sustainable Chemistry and Engineering
publication_identifier:
  issn:
  - 2168-0485
  - 2168-0485
publication_status: published
publisher: American Chemical Society (ACS)
status: public
title: Synthesis of Cyclic Carbonates Catalyzed by CaI<sub>2</sub>–Et<sub>3</sub>N
  and Studies on Their Biocatalytic Kinetic Resolution
type: journal_article
user_id: '89271'
volume: 10
year: '2022'
...
---
_id: '37940'
author:
- first_name: Changyue
  full_name: Ren, Changyue
  last_name: Ren
- first_name: Anke
  full_name: Spannenberg, Anke
  last_name: Spannenberg
- first_name: Thomas
  full_name: Werner, Thomas
  id: '89271'
  last_name: Werner
  orcid: 0000-0001-9025-3244
citation:
  ama: Ren C, Spannenberg A, Werner T. Synthesis of Bifunctional Phosphonium Salts
    Bearing Perfluorinated Side Chains and Their Application in the Synthesis of Cyclic
    Carbonates from Epoxides and CO            <sub>2</sub>. <i>Asian Journal of Organic
    Chemistry</i>. 2022;11(9). doi:<a href="https://doi.org/10.1002/ajoc.202200156">10.1002/ajoc.202200156</a>
  apa: Ren, C., Spannenberg, A., &#38; Werner, T. (2022). Synthesis of Bifunctional
    Phosphonium Salts Bearing Perfluorinated Side Chains and Their Application in
    the Synthesis of Cyclic Carbonates from Epoxides and CO            <sub>2</sub>.
    <i>Asian Journal of Organic Chemistry</i>, <i>11</i>(9). <a href="https://doi.org/10.1002/ajoc.202200156">https://doi.org/10.1002/ajoc.202200156</a>
  bibtex: '@article{Ren_Spannenberg_Werner_2022, title={Synthesis of Bifunctional
    Phosphonium Salts Bearing Perfluorinated Side Chains and Their Application in
    the Synthesis of Cyclic Carbonates from Epoxides and CO            <sub>2</sub>},
    volume={11}, DOI={<a href="https://doi.org/10.1002/ajoc.202200156">10.1002/ajoc.202200156</a>},
    number={9}, journal={Asian Journal of Organic Chemistry}, publisher={Wiley}, author={Ren,
    Changyue and Spannenberg, Anke and Werner, Thomas}, year={2022} }'
  chicago: Ren, Changyue, Anke Spannenberg, and Thomas Werner. “Synthesis of Bifunctional
    Phosphonium Salts Bearing Perfluorinated Side Chains and Their Application in
    the Synthesis of Cyclic Carbonates from Epoxides and CO            <sub>2</sub>.”
    <i>Asian Journal of Organic Chemistry</i> 11, no. 9 (2022). <a href="https://doi.org/10.1002/ajoc.202200156">https://doi.org/10.1002/ajoc.202200156</a>.
  ieee: 'C. Ren, A. Spannenberg, and T. Werner, “Synthesis of Bifunctional Phosphonium
    Salts Bearing Perfluorinated Side Chains and Their Application in the Synthesis
    of Cyclic Carbonates from Epoxides and CO            <sub>2</sub>,” <i>Asian Journal
    of Organic Chemistry</i>, vol. 11, no. 9, 2022, doi: <a href="https://doi.org/10.1002/ajoc.202200156">10.1002/ajoc.202200156</a>.'
  mla: Ren, Changyue, et al. “Synthesis of Bifunctional Phosphonium Salts Bearing
    Perfluorinated Side Chains and Their Application in the Synthesis of Cyclic Carbonates
    from Epoxides and CO            <sub>2</sub>.” <i>Asian Journal of Organic Chemistry</i>,
    vol. 11, no. 9, Wiley, 2022, doi:<a href="https://doi.org/10.1002/ajoc.202200156">10.1002/ajoc.202200156</a>.
  short: C. Ren, A. Spannenberg, T. Werner, Asian Journal of Organic Chemistry 11
    (2022).
date_created: 2023-01-22T20:19:21Z
date_updated: 2025-11-10T08:47:20Z
department:
- _id: '35'
- _id: '2'
- _id: '657'
doi: 10.1002/ajoc.202200156
intvolume: '        11'
issue: '9'
keyword:
- T1
- T2
- CSSD
language:
- iso: eng
publication: Asian Journal of Organic Chemistry
publication_identifier:
  issn:
  - 2193-5807
  - 2193-5815
publication_status: published
publisher: Wiley
status: public
title: Synthesis of Bifunctional Phosphonium Salts Bearing Perfluorinated Side Chains
  and Their Application in the Synthesis of Cyclic Carbonates from Epoxides and CO            <sub>2</sub>
type: journal_article
user_id: '89271'
volume: 11
year: '2022'
...
---
_id: '50025'
author:
- first_name: Yuanhua
  full_name: Feng, Yuanhua
  id: '20760'
  last_name: Feng
- first_name: Thomas
  full_name: Gries, Thomas
  id: '186'
  last_name: Gries
- first_name: Sebastian
  full_name: Letmathe, Sebastian
  last_name: Letmathe
- first_name: Dominik
  full_name: Schulz, Dominik
  last_name: Schulz
citation:
  ama: Feng Y, Gries T, Letmathe S, Schulz D. The smoots Package in R for Semiparametric
    Modeling of Trend Stationary Time Series. <i>The R Journal</i>. 2022;14(1):182-195.
    doi:<a href="https://doi.org/10.32614/rj-2022-017">10.32614/rj-2022-017</a>
  apa: Feng, Y., Gries, T., Letmathe, S., &#38; Schulz, D. (2022). The smoots Package
    in R for Semiparametric Modeling of Trend Stationary Time Series. <i>The R Journal</i>,
    <i>14</i>(1), 182–195. <a href="https://doi.org/10.32614/rj-2022-017">https://doi.org/10.32614/rj-2022-017</a>
  bibtex: '@article{Feng_Gries_Letmathe_Schulz_2022, title={The smoots Package in
    R for Semiparametric Modeling of Trend Stationary Time Series}, volume={14}, DOI={<a
    href="https://doi.org/10.32614/rj-2022-017">10.32614/rj-2022-017</a>}, number={1},
    journal={The R Journal}, publisher={The R Foundation}, author={Feng, Yuanhua and
    Gries, Thomas and Letmathe, Sebastian and Schulz, Dominik}, year={2022}, pages={182–195}
    }'
  chicago: 'Feng, Yuanhua, Thomas Gries, Sebastian Letmathe, and Dominik Schulz. “The
    Smoots Package in R for Semiparametric Modeling of Trend Stationary Time Series.”
    <i>The R Journal</i> 14, no. 1 (2022): 182–95. <a href="https://doi.org/10.32614/rj-2022-017">https://doi.org/10.32614/rj-2022-017</a>.'
  ieee: 'Y. Feng, T. Gries, S. Letmathe, and D. Schulz, “The smoots Package in R for
    Semiparametric Modeling of Trend Stationary Time Series,” <i>The R Journal</i>,
    vol. 14, no. 1, pp. 182–195, 2022, doi: <a href="https://doi.org/10.32614/rj-2022-017">10.32614/rj-2022-017</a>.'
  mla: Feng, Yuanhua, et al. “The Smoots Package in R for Semiparametric Modeling
    of Trend Stationary Time Series.” <i>The R Journal</i>, vol. 14, no. 1, The R
    Foundation, 2022, pp. 182–95, doi:<a href="https://doi.org/10.32614/rj-2022-017">10.32614/rj-2022-017</a>.
  short: Y. Feng, T. Gries, S. Letmathe, D. Schulz, The R Journal 14 (2022) 182–195.
date_created: 2023-12-21T12:09:53Z
date_updated: 2025-11-10T09:32:36Z
doi: 10.32614/rj-2022-017
intvolume: '        14'
issue: '1'
keyword:
- Statistics
- Probability and Uncertainty
- Numerical Analysis
- Statistics and Probability
language:
- iso: eng
page: 182-195
publication: The R Journal
publication_identifier:
  issn:
  - 2073-4859
publication_status: published
publisher: The R Foundation
status: public
title: The smoots Package in R for Semiparametric Modeling of Trend Stationary Time
  Series
type: journal_article
user_id: '186'
volume: 14
year: '2022'
...
---
_id: '62144'
application_number: WO2022/223117 A1
author:
- first_name: Arne
  full_name: Weber, Arne
  last_name: Weber
- first_name: Thomas
  full_name: Werner, Thomas
  id: '89271'
  last_name: Werner
  orcid: 0000-0001-9025-3244
- first_name: Aiga
  full_name: Grandane, Aiga
  last_name: Grandane
- first_name: V.
  full_name: Stefanow, V.
  last_name: Stefanow
- first_name: O.
  full_name: Lenz, O.
  last_name: Lenz
citation:
  ama: Weber A, Werner T, Grandane A, Stefanow V, Lenz O. Verfahren zur Herstellung
    von Cedrendiol. Published online 2022.
  apa: Weber, A., Werner, T., Grandane, A., Stefanow, V., &#38; Lenz, O. (2022). <i>Verfahren
    zur Herstellung von Cedrendiol</i>.
  bibtex: '@article{Weber_Werner_Grandane_Stefanow_Lenz_2022, title={Verfahren zur
    Herstellung von Cedrendiol}, author={Weber, Arne and Werner, Thomas and Grandane,
    Aiga and Stefanow, V. and Lenz, O.}, year={2022} }'
  chicago: Weber, Arne, Thomas Werner, Aiga Grandane, V. Stefanow, and O. Lenz. “Verfahren
    Zur Herstellung von Cedrendiol,” 2022.
  ieee: A. Weber, T. Werner, A. Grandane, V. Stefanow, and O. Lenz, “Verfahren zur
    Herstellung von Cedrendiol.” 2022.
  mla: Weber, Arne, et al. <i>Verfahren Zur Herstellung von Cedrendiol</i>. 2022.
  short: A. Weber, T. Werner, A. Grandane, V. Stefanow, O. Lenz, (2022).
date_created: 2025-11-10T07:55:33Z
date_updated: 2025-11-10T09:48:50Z
department:
- _id: '35'
- _id: '2'
ipc: '-'
ipn: WO2022/223117 A1
publication_date: 2022-10-27
status: public
title: Verfahren zur Herstellung von Cedrendiol
type: patent
user_id: '89271'
year: '2022'
...
---
_id: '62224'
author:
- first_name: Ulrike
  full_name: Heinrichs, Ulrike
  id: '36964'
  last_name: Heinrichs
citation:
  ama: 'Heinrichs U. Wiik, Maria (Maria Catharina). In: Beyer A, Savoy B, Tegethoff
    W, eds. <i>Allgemeines Künstlerlexikon </i>. Vol 116. K. G. Saur; 2022:228-230.'
  apa: Heinrichs, U. (2022). Wiik, Maria (Maria Catharina). In A. Beyer, B. Savoy,
    &#38; W. Tegethoff (Eds.), <i>Allgemeines Künstlerlexikon </i> (Vol. 116, pp.
    228–230). K. G. Saur.
  bibtex: '@inbook{Heinrichs_2022, place={Berlin/Boston}, title={Wiik, Maria (Maria
    Catharina)}, volume={116}, booktitle={Allgemeines Künstlerlexikon }, publisher={K.
    G. Saur}, author={Heinrichs, Ulrike}, editor={Beyer, Andreas and Savoy, Bénédicte
    and Tegethoff, Wolf}, year={2022}, pages={228–230} }'
  chicago: 'Heinrichs, Ulrike. “Wiik, Maria (Maria Catharina).” In <i>Allgemeines
    Künstlerlexikon </i>, edited by Andreas Beyer, Bénédicte Savoy, and Wolf Tegethoff,
    116:228–30. Berlin/Boston: K. G. Saur, 2022.'
  ieee: 'U. Heinrichs, “Wiik, Maria (Maria Catharina),” in <i>Allgemeines Künstlerlexikon
    </i>, vol. 116, A. Beyer, B. Savoy, and W. Tegethoff, Eds. Berlin/Boston: K. G.
    Saur, 2022, pp. 228–230.'
  mla: Heinrichs, Ulrike. “Wiik, Maria (Maria Catharina).” <i>Allgemeines Künstlerlexikon
    </i>, edited by Andreas Beyer et al., vol. 116, K. G. Saur, 2022, pp. 228–30.
  short: 'U. Heinrichs, in: A. Beyer, B. Savoy, W. Tegethoff (Eds.), Allgemeines Künstlerlexikon
    , K. G. Saur, Berlin/Boston, 2022, pp. 228–230.'
date_created: 2025-11-17T16:53:02Z
date_updated: 2025-11-17T16:53:05Z
editor:
- first_name: Andreas
  full_name: Beyer, Andreas
  last_name: Beyer
- first_name: Bénédicte
  full_name: Savoy, Bénédicte
  last_name: Savoy
- first_name: Wolf
  full_name: Tegethoff, Wolf
  last_name: Tegethoff
intvolume: '       116'
language:
- iso: ger
page: 228-230
place: Berlin/Boston
publication: 'Allgemeines Künstlerlexikon '
publication_status: published
publisher: K. G. Saur
status: public
title: Wiik, Maria (Maria Catharina)
type: encyclopedia_article
user_id: '36964'
volume: 116
year: '2022'
...
---
_id: '62220'
author:
- first_name: Ulrike
  full_name: Heinrichs, Ulrike
  id: '36964'
  last_name: Heinrichs
citation:
  ama: 'Heinrichs U. Weckström, Marjatta. In: Beyer A, Savoy B, Tegethoff W, eds.
    <i>Allgemeines Künstlerlexikon </i>. Vol 115. K. G. Saur; 2022:251-252.'
  apa: Heinrichs, U. (2022). Weckström, Marjatta. In A. Beyer, B. Savoy, &#38; W.
    Tegethoff (Eds.), <i>Allgemeines Künstlerlexikon </i> (Vol. 115, pp. 251–252).
    K. G. Saur.
  bibtex: '@inbook{Heinrichs_2022, place={Berlin/Boston}, title={Weckström, Marjatta},
    volume={115}, booktitle={Allgemeines Künstlerlexikon }, publisher={K. G. Saur},
    author={Heinrichs, Ulrike}, editor={Beyer, Andreas and Savoy, Bénédicte and Tegethoff,
    Wolf}, year={2022}, pages={251–252} }'
  chicago: 'Heinrichs, Ulrike. “Weckström, Marjatta.” In <i>Allgemeines Künstlerlexikon
    </i>, edited by Andreas Beyer, Bénédicte Savoy, and Wolf Tegethoff, 115:251–52.
    Berlin/Boston: K. G. Saur, 2022.'
  ieee: 'U. Heinrichs, “Weckström, Marjatta,” in <i>Allgemeines Künstlerlexikon </i>,
    vol. 115, A. Beyer, B. Savoy, and W. Tegethoff, Eds. Berlin/Boston: K. G. Saur,
    2022, pp. 251–252.'
  mla: Heinrichs, Ulrike. “Weckström, Marjatta.” <i>Allgemeines Künstlerlexikon </i>,
    edited by Andreas Beyer et al., vol. 115, K. G. Saur, 2022, pp. 251–52.
  short: 'U. Heinrichs, in: A. Beyer, B. Savoy, W. Tegethoff (Eds.), Allgemeines Künstlerlexikon
    , K. G. Saur, Berlin/Boston, 2022, pp. 251–252.'
date_created: 2025-11-17T16:47:01Z
date_updated: 2025-11-17T16:47:06Z
editor:
- first_name: Andreas
  full_name: Beyer, Andreas
  last_name: Beyer
- first_name: Bénédicte
  full_name: Savoy, Bénédicte
  last_name: Savoy
- first_name: Wolf
  full_name: Tegethoff, Wolf
  last_name: Tegethoff
intvolume: '       115'
language:
- iso: ger
page: 251-252
place: Berlin/Boston
publication: 'Allgemeines Künstlerlexikon '
publication_status: published
publisher: K. G. Saur
status: public
title: Weckström, Marjatta
type: encyclopedia_article
user_id: '36964'
volume: 115
year: '2022'
...
---
_id: '62223'
author:
- first_name: Ulrike
  full_name: Heinrichs, Ulrike
  id: '36964'
  last_name: Heinrichs
citation:
  ama: 'Heinrichs U. Westermarck, Helena. In: Beyer A, Savoy B, Tegethoff W, eds.
    <i>Allgemeines Künstlerlexikon </i>. Vol 116. K. G. Saur; 2022:30.'
  apa: Heinrichs, U. (2022). Westermarck, Helena. In A. Beyer, B. Savoy, &#38; W.
    Tegethoff (Eds.), <i>Allgemeines Künstlerlexikon </i> (Vol. 116, p. 30). K. G.
    Saur.
  bibtex: '@inbook{Heinrichs_2022, place={Berlin/Boston}, title={Westermarck, Helena},
    volume={116}, booktitle={Allgemeines Künstlerlexikon }, publisher={K. G. Saur},
    author={Heinrichs, Ulrike}, editor={Beyer, Andreas and Savoy, Bénédicte and Tegethoff,
    Wolf}, year={2022}, pages={30} }'
  chicago: 'Heinrichs, Ulrike. “Westermarck, Helena.” In <i>Allgemeines Künstlerlexikon
    </i>, edited by Andreas Beyer, Bénédicte Savoy, and Wolf Tegethoff, 116:30. Berlin/Boston:
    K. G. Saur, 2022.'
  ieee: 'U. Heinrichs, “Westermarck, Helena,” in <i>Allgemeines Künstlerlexikon </i>,
    vol. 116, A. Beyer, B. Savoy, and W. Tegethoff, Eds. Berlin/Boston: K. G. Saur,
    2022, p. 30.'
  mla: Heinrichs, Ulrike. “Westermarck, Helena.” <i>Allgemeines Künstlerlexikon </i>,
    edited by Andreas Beyer et al., vol. 116, K. G. Saur, 2022, p. 30.
  short: 'U. Heinrichs, in: A. Beyer, B. Savoy, W. Tegethoff (Eds.), Allgemeines Künstlerlexikon
    , K. G. Saur, Berlin/Boston, 2022, p. 30.'
date_created: 2025-11-17T16:51:38Z
date_updated: 2025-11-17T16:53:10Z
editor:
- first_name: Andreas
  full_name: Beyer, Andreas
  last_name: Beyer
- first_name: Bénédicte
  full_name: Savoy, Bénédicte
  last_name: Savoy
- first_name: Wolf
  full_name: Tegethoff, Wolf
  last_name: Tegethoff
intvolume: '       116'
language:
- iso: ger
page: '30'
place: Berlin/Boston
publication: 'Allgemeines Künstlerlexikon '
publication_status: published
publisher: K. G. Saur
status: public
title: Westermarck, Helena
type: encyclopedia_article
user_id: '36964'
volume: 116
year: '2022'
...
---
_id: '62221'
author:
- first_name: Ulrike
  full_name: Heinrichs, Ulrike
  id: '36964'
  last_name: Heinrichs
citation:
  ama: 'Heinrichs U. Wehmas, Einari. In: Beyer A, Savoy B, Tegethoff W, eds. <i>Allgemeines
    Künstlerlexikon </i>. Vol 115. K. G. Saur; 2022:292.'
  apa: Heinrichs, U. (2022). Wehmas, Einari. In A. Beyer, B. Savoy, &#38; W. Tegethoff
    (Eds.), <i>Allgemeines Künstlerlexikon </i> (Vol. 115, p. 292). K. G. Saur.
  bibtex: '@inbook{Heinrichs_2022, place={Berlin/Boston}, title={Wehmas, Einari},
    volume={115}, booktitle={Allgemeines Künstlerlexikon }, publisher={K. G. Saur},
    author={Heinrichs, Ulrike}, editor={Beyer, Andreas and Savoy, Bénédicte and Tegethoff,
    Wolf}, year={2022}, pages={292} }'
  chicago: 'Heinrichs, Ulrike. “Wehmas, Einari.” In <i>Allgemeines Künstlerlexikon
    </i>, edited by Andreas Beyer, Bénédicte Savoy, and Wolf Tegethoff, 115:292. Berlin/Boston:
    K. G. Saur, 2022.'
  ieee: 'U. Heinrichs, “Wehmas, Einari,” in <i>Allgemeines Künstlerlexikon </i>, vol.
    115, A. Beyer, B. Savoy, and W. Tegethoff, Eds. Berlin/Boston: K. G. Saur, 2022,
    p. 292.'
  mla: Heinrichs, Ulrike. “Wehmas, Einari.” <i>Allgemeines Künstlerlexikon </i>, edited
    by Andreas Beyer et al., vol. 115, K. G. Saur, 2022, p. 292.
  short: 'U. Heinrichs, in: A. Beyer, B. Savoy, W. Tegethoff (Eds.), Allgemeines Künstlerlexikon
    , K. G. Saur, Berlin/Boston, 2022, p. 292.'
date_created: 2025-11-17T16:48:41Z
date_updated: 2025-11-17T16:48:45Z
editor:
- first_name: Andreas
  full_name: Beyer, Andreas
  last_name: Beyer
- first_name: Bénédicte
  full_name: Savoy, Bénédicte
  last_name: Savoy
- first_name: Wolf
  full_name: Tegethoff, Wolf
  last_name: Tegethoff
intvolume: '       115'
language:
- iso: ger
page: '292'
place: Berlin/Boston
publication: 'Allgemeines Künstlerlexikon '
publication_status: published
publisher: K. G. Saur
status: public
title: Wehmas, Einari
type: encyclopedia_article
user_id: '36964'
volume: 115
year: '2022'
...
---
_id: '62225'
author:
- first_name: Ulrike
  full_name: Heinrichs, Ulrike
  id: '36964'
  last_name: Heinrichs
citation:
  ama: 'Heinrichs U. Wikström, Emil. In: Beyer A, Savoy B, Tegethoff W, eds. <i>Allgemeines
    Künstlerlexikon </i>. K. G. Saur; 2022.'
  apa: Heinrichs, U. (2022). Wikström, Emil. In A. Beyer, B. Savoy, &#38; W. Tegethoff
    (Eds.), <i>Allgemeines Künstlerlexikon </i>. K. G. Saur.
  bibtex: '@inbook{Heinrichs_2022, place={Berlin/New York}, title={Wikström, Emil},
    booktitle={Allgemeines Künstlerlexikon }, publisher={K. G. Saur}, author={Heinrichs,
    Ulrike}, editor={Beyer, Andreas and Savoy, Bénédicte and Tegethoff, Wolf}, year={2022}
    }'
  chicago: 'Heinrichs, Ulrike. “Wikström, Emil.” In <i>Allgemeines Künstlerlexikon
    </i>, edited by Andreas Beyer, Bénédicte Savoy, and Wolf Tegethoff. Berlin/New
    York: K. G. Saur, 2022.'
  ieee: 'U. Heinrichs, “Wikström, Emil,” in <i>Allgemeines Künstlerlexikon </i>, A.
    Beyer, B. Savoy, and W. Tegethoff, Eds. Berlin/New York: K. G. Saur, 2022.'
  mla: Heinrichs, Ulrike. “Wikström, Emil.” <i>Allgemeines Künstlerlexikon </i>, edited
    by Andreas Beyer et al., K. G. Saur, 2022.
  short: 'U. Heinrichs, in: A. Beyer, B. Savoy, W. Tegethoff (Eds.), Allgemeines Künstlerlexikon
    , K. G. Saur, Berlin/New York, 2022.'
date_created: 2025-11-17T16:54:38Z
date_updated: 2025-11-17T16:54:42Z
editor:
- first_name: Andreas
  full_name: Beyer, Andreas
  last_name: Beyer
- first_name: Bénédicte
  full_name: Savoy, Bénédicte
  last_name: Savoy
- first_name: Wolf
  full_name: Tegethoff, Wolf
  last_name: Tegethoff
language:
- iso: ger
place: Berlin/New York
publication: 'Allgemeines Künstlerlexikon '
publication_status: published
publisher: K. G. Saur
status: public
title: Wikström, Emil
type: encyclopedia_article
user_id: '36964'
year: '2022'
...
---
_id: '62222'
author:
- first_name: Ulrike
  full_name: Heinrichs, Ulrike
  id: '36964'
  last_name: Heinrichs
citation:
  ama: 'Heinrichs U. Wendelin, Martta. In: <i>Allgemeines Künstlerlexikon </i>. Vol
    115. K. G. Saur; 2022:460-461.'
  apa: Heinrichs, U. (2022). Wendelin, Martta. In <i>Allgemeines Künstlerlexikon </i>
    (Vol. 115, pp. 460–461). K. G. Saur.
  bibtex: '@inbook{Heinrichs_2022, place={Berlin/Boston}, title={Wendelin, Martta},
    volume={115}, booktitle={Allgemeines Künstlerlexikon }, publisher={K. G. Saur},
    author={Heinrichs, Ulrike}, year={2022}, pages={460–461} }'
  chicago: 'Heinrichs, Ulrike. “Wendelin, Martta.” In <i>Allgemeines Künstlerlexikon
    </i>, 115:460–61. Berlin/Boston: K. G. Saur, 2022.'
  ieee: 'U. Heinrichs, “Wendelin, Martta,” in <i>Allgemeines Künstlerlexikon </i>,
    vol. 115, Berlin/Boston: K. G. Saur, 2022, pp. 460–461.'
  mla: Heinrichs, Ulrike. “Wendelin, Martta.” <i>Allgemeines Künstlerlexikon </i>,
    vol. 115, K. G. Saur, 2022, pp. 460–61.
  short: 'U. Heinrichs, in: Allgemeines Künstlerlexikon , K. G. Saur, Berlin/Boston,
    2022, pp. 460–461.'
date_created: 2025-11-17T16:49:48Z
date_updated: 2025-11-17T16:49:51Z
intvolume: '       115'
language:
- iso: ger
page: 460-461
place: Berlin/Boston
publication: 'Allgemeines Künstlerlexikon '
publication_status: published
publisher: K. G. Saur
status: public
title: Wendelin, Martta
type: encyclopedia_article
user_id: '36964'
volume: 115
year: '2022'
...
---
_id: '36988'
author:
- first_name: Sven
  full_name: Thomas, Sven
  id: '94561'
  last_name: Thomas
citation:
  ama: Thomas S. Language in the Age of Mechanical Reproduction. <i>Technology and
    Language </i>. 2022;3(4). doi:<a href="https://doi.org/10.48417/technolang.2022.04.07">10.48417/technolang.2022.04.07</a>
  apa: Thomas, S. (2022). Language in the Age of Mechanical Reproduction. <i>Technology
    and Language </i>, <i>3</i>(4). <a href="https://doi.org/10.48417/technolang.2022.04.07">https://doi.org/10.48417/technolang.2022.04.07</a>
  bibtex: '@article{Thomas_2022, title={Language in the Age of Mechanical Reproduction},
    volume={3}, DOI={<a href="https://doi.org/10.48417/technolang.2022.04.07">10.48417/technolang.2022.04.07</a>},
    number={4}, journal={Technology and Language }, author={Thomas, Sven}, year={2022}
    }'
  chicago: Thomas, Sven. “Language in the Age of Mechanical Reproduction.” <i>Technology
    and Language </i> 3, no. 4 (2022). <a href="https://doi.org/10.48417/technolang.2022.04.07">https://doi.org/10.48417/technolang.2022.04.07</a>.
  ieee: 'S. Thomas, “Language in the Age of Mechanical Reproduction,” <i>Technology
    and Language </i>, vol. 3, no. 4, 2022, doi: <a href="https://doi.org/10.48417/technolang.2022.04.07">10.48417/technolang.2022.04.07</a>.'
  mla: Thomas, Sven. “Language in the Age of Mechanical Reproduction.” <i>Technology
    and Language </i>, vol. 3, no. 4, 2022, doi:<a href="https://doi.org/10.48417/technolang.2022.04.07">10.48417/technolang.2022.04.07</a>.
  short: S. Thomas, Technology and Language  3 (2022).
date_created: 2023-01-17T08:13:46Z
date_updated: 2025-11-18T09:11:57Z
department:
- _id: '756'
- _id: '26'
doi: 10.48417/technolang.2022.04.07
intvolume: '         3'
issue: '4'
language:
- iso: eng
main_file_link:
- open_access: '1'
  url: https://soctech.spbstu.ru/en/article/2022.9.7/
oa: '1'
publication: 'Technology and Language '
publication_status: published
status: public
title: Language in the Age of Mechanical Reproduction
type: journal_article
user_id: '94561'
volume: 3
year: '2022'
...
---
_id: '62226'
author:
- first_name: Ulrike
  full_name: Heinrichs, Ulrike
  id: '36964'
  last_name: Heinrichs
citation:
  ama: 'Heinrichs U. Wright, Wilhelm von. In: Beyer A, Savoy B, Tegethoff W, eds.
    <i>Allgemeines Künstlerlexikon </i>. Vol 117. K. G. Saur; 2022:262-263.'
  apa: Heinrichs, U. (2022). Wright, Wilhelm von. In A. Beyer, B. Savoy, &#38; W.
    Tegethoff (Eds.), <i>Allgemeines Künstlerlexikon </i> (Vol. 117, pp. 262–263).
    K. G. Saur.
  bibtex: '@inbook{Heinrichs_2022, place={Berlin/Boston}, title={Wright, Wilhelm von},
    volume={117}, booktitle={Allgemeines Künstlerlexikon }, publisher={K. G. Saur},
    author={Heinrichs, Ulrike}, editor={Beyer, Andreas and Savoy, Bénédicte and Tegethoff,
    Wolf}, year={2022}, pages={262–263} }'
  chicago: 'Heinrichs, Ulrike. “Wright, Wilhelm von.” In <i>Allgemeines Künstlerlexikon
    </i>, edited by Andreas Beyer, Bénédicte Savoy, and Wolf Tegethoff, 117:262–63.
    Berlin/Boston: K. G. Saur, 2022.'
  ieee: 'U. Heinrichs, “Wright, Wilhelm von,” in <i>Allgemeines Künstlerlexikon </i>,
    vol. 117, A. Beyer, B. Savoy, and W. Tegethoff, Eds. Berlin/Boston: K. G. Saur,
    2022, pp. 262–263.'
  mla: Heinrichs, Ulrike. “Wright, Wilhelm von.” <i>Allgemeines Künstlerlexikon </i>,
    edited by Andreas Beyer et al., vol. 117, K. G. Saur, 2022, pp. 262–63.
  short: 'U. Heinrichs, in: A. Beyer, B. Savoy, W. Tegethoff (Eds.), Allgemeines Künstlerlexikon
    , K. G. Saur, Berlin/Boston, 2022, pp. 262–263.'
date_created: 2025-11-17T16:56:03Z
date_updated: 2025-11-17T16:56:06Z
editor:
- first_name: Andreas
  full_name: Beyer, Andreas
  last_name: Beyer
- first_name: Bénédicte
  full_name: Savoy, Bénédicte
  last_name: Savoy
- first_name: Wolf
  full_name: Tegethoff, Wolf
  last_name: Tegethoff
intvolume: '       117'
language:
- iso: ger
page: 262-263
place: Berlin/Boston
publication: 'Allgemeines Künstlerlexikon '
publication_status: published
publisher: K. G. Saur
status: public
title: Wright, Wilhelm von
type: encyclopedia_article
user_id: '36964'
volume: 117
year: '2022'
...
---
_id: '62032'
alternative_title:
- Theoretical Approaches and Empirical Studies
citation:
  ama: Fahimi M, Flatschart E, Schaffar W, eds. <i>State and Statehood in the Global
    South</i>. Springer International Publishing; 2022. doi:<a href="https://doi.org/10.1007/978-3-030-94000-3">10.1007/978-3-030-94000-3</a>
  apa: Fahimi, M., Flatschart, E., &#38; Schaffar, W. (Eds.). (2022). <i>State and
    Statehood in the Global South</i>. Springer International Publishing. <a href="https://doi.org/10.1007/978-3-030-94000-3">https://doi.org/10.1007/978-3-030-94000-3</a>
  bibtex: '@book{Fahimi_Flatschart_Schaffar_2022, place={Cham}, title={State and Statehood
    in the Global South}, DOI={<a href="https://doi.org/10.1007/978-3-030-94000-3">10.1007/978-3-030-94000-3</a>},
    publisher={Springer International Publishing}, year={2022} }'
  chicago: 'Fahimi, Miriam, Elmar Flatschart, and Wolfram Schaffar, eds. <i>State
    and Statehood in the Global South</i>. Cham: Springer International Publishing,
    2022. <a href="https://doi.org/10.1007/978-3-030-94000-3">https://doi.org/10.1007/978-3-030-94000-3</a>.'
  ieee: 'M. Fahimi, E. Flatschart, and W. Schaffar, Eds., <i>State and Statehood in
    the Global South</i>. Cham: Springer International Publishing, 2022.'
  mla: Fahimi, Miriam, et al., editors. <i>State and Statehood in the Global South</i>.
    Springer International Publishing, 2022, doi:<a href="https://doi.org/10.1007/978-3-030-94000-3">10.1007/978-3-030-94000-3</a>.
  short: M. Fahimi, E. Flatschart, W. Schaffar, eds., State and Statehood in the Global
    South, Springer International Publishing, Cham, 2022.
date_created: 2025-10-31T15:16:00Z
date_updated: 2025-11-18T09:56:13Z
doi: 10.1007/978-3-030-94000-3
editor:
- first_name: Miriam
  full_name: Fahimi, Miriam
  id: '118059'
  last_name: Fahimi
  orcid: 0000-0002-0619-3160
- first_name: Elmar
  full_name: Flatschart, Elmar
  last_name: Flatschart
- first_name: Wolfram
  full_name: Schaffar, Wolfram
  last_name: Schaffar
extern: '1'
language:
- iso: eng
place: Cham
publication_identifier:
  isbn:
  - '9783030939991'
  - '9783030940003'
publication_status: published
publisher: Springer International Publishing
status: public
title: State and Statehood in the Global South
type: book_editor
user_id: '118059'
year: '2022'
...
---
_id: '62235'
abstract:
- lang: eng
  text: <jats:p>Additive manufacturing (AM) processes are not solely used where maximum
    design freedom meets low lot sizes. Direct microstructure design and topology
    optimization can be realized concomitantly during processing by adjusting the
    geometry, the material composition, and the solidification behavior of the material
    considered. However, when complex specific requirements have to be met, a targeted
    part design is highly challenging. In the field of biodegradable implant surgery,
    a cytocompatible material of an application-adapted shape has to be characterized
    by a specific degradation behavior and reliably predictable mechanical properties.
    For instance, small amounts of oxides can have a significant effect on microstructural
    development, thus likewise affecting the strength and corrosion behavior of the
    processed material. In the present study, biocompatible pure Fe was processed
    using electron powder bed fusion (E-PBF). Two different modifications of the Fe
    were processed by incorporating Fe oxide and Ce oxide in different proportions
    in order to assess their impact on the microstructural evolution, the mechanical
    response and the corrosion behavior. The quasistatic mechanical and chemical properties
    were analyzed and correlated with the final microstructural appearance.</jats:p>
author:
- first_name: Christof J. J.
  full_name: Torrent, Christof J. J.
  last_name: Torrent
- first_name: Philipp
  full_name: Krooß, Philipp
  last_name: Krooß
- first_name: Jingyuan
  full_name: Huang, Jingyuan
  last_name: Huang
- first_name: Markus
  full_name: Voigt, Markus
  id: '15182'
  last_name: Voigt
- first_name: Christoph
  full_name: Ebbert, Christoph
  id: '7266'
  last_name: Ebbert
- first_name: Steffen
  full_name: Knust, Steffen
  last_name: Knust
- first_name: Guido
  full_name: Grundmeier, Guido
  id: '194'
  last_name: Grundmeier
- first_name: Thomas
  full_name: Niendorf, Thomas
  last_name: Niendorf
citation:
  ama: Torrent CJJ, Krooß P, Huang J, et al. Oxide Modified Iron in Electron Beam
    Powder Bed Fusion—From Processability to Corrosion Properties. <i>Alloys</i>.
    2022;1(1):31-53. doi:<a href="https://doi.org/10.3390/alloys1010004">10.3390/alloys1010004</a>
  apa: Torrent, C. J. J., Krooß, P., Huang, J., Voigt, M., Ebbert, C., Knust, S.,
    Grundmeier, G., &#38; Niendorf, T. (2022). Oxide Modified Iron in Electron Beam
    Powder Bed Fusion—From Processability to Corrosion Properties. <i>Alloys</i>,
    <i>1</i>(1), 31–53. <a href="https://doi.org/10.3390/alloys1010004">https://doi.org/10.3390/alloys1010004</a>
  bibtex: '@article{Torrent_Krooß_Huang_Voigt_Ebbert_Knust_Grundmeier_Niendorf_2022,
    title={Oxide Modified Iron in Electron Beam Powder Bed Fusion—From Processability
    to Corrosion Properties}, volume={1}, DOI={<a href="https://doi.org/10.3390/alloys1010004">10.3390/alloys1010004</a>},
    number={1}, journal={Alloys}, publisher={MDPI AG}, author={Torrent, Christof J.
    J. and Krooß, Philipp and Huang, Jingyuan and Voigt, Markus and Ebbert, Christoph
    and Knust, Steffen and Grundmeier, Guido and Niendorf, Thomas}, year={2022}, pages={31–53}
    }'
  chicago: 'Torrent, Christof J. J., Philipp Krooß, Jingyuan Huang, Markus Voigt,
    Christoph Ebbert, Steffen Knust, Guido Grundmeier, and Thomas Niendorf. “Oxide
    Modified Iron in Electron Beam Powder Bed Fusion—From Processability to Corrosion
    Properties.” <i>Alloys</i> 1, no. 1 (2022): 31–53. <a href="https://doi.org/10.3390/alloys1010004">https://doi.org/10.3390/alloys1010004</a>.'
  ieee: 'C. J. J. Torrent <i>et al.</i>, “Oxide Modified Iron in Electron Beam Powder
    Bed Fusion—From Processability to Corrosion Properties,” <i>Alloys</i>, vol. 1,
    no. 1, pp. 31–53, 2022, doi: <a href="https://doi.org/10.3390/alloys1010004">10.3390/alloys1010004</a>.'
  mla: Torrent, Christof J. J., et al. “Oxide Modified Iron in Electron Beam Powder
    Bed Fusion—From Processability to Corrosion Properties.” <i>Alloys</i>, vol. 1,
    no. 1, MDPI AG, 2022, pp. 31–53, doi:<a href="https://doi.org/10.3390/alloys1010004">10.3390/alloys1010004</a>.
  short: C.J.J. Torrent, P. Krooß, J. Huang, M. Voigt, C. Ebbert, S. Knust, G. Grundmeier,
    T. Niendorf, Alloys 1 (2022) 31–53.
date_created: 2025-11-18T12:01:42Z
date_updated: 2025-11-18T12:04:45Z
department:
- _id: '35'
- _id: '302'
- _id: '321'
doi: 10.3390/alloys1010004
intvolume: '         1'
issue: '1'
language:
- iso: eng
page: 31-53
publication: Alloys
publication_identifier:
  issn:
  - 2674-063X
publication_status: published
publisher: MDPI AG
status: public
title: Oxide Modified Iron in Electron Beam Powder Bed Fusion—From Processability
  to Corrosion Properties
type: journal_article
user_id: '7266'
volume: 1
year: '2022'
...
---
_id: '61315'
author:
- first_name: Ulrike
  full_name: Heinrichs, Ulrike
  id: '36964'
  last_name: Heinrichs
- first_name: 'Martina '
  full_name: 'Voigt, Martina '
  last_name: Voigt
citation:
  ama: 'Heinrichs U, Voigt M. <i>Die fragmentarischen Wandmalereien aus der Zeit Bischof
    Stephan Bodekers und Probst Peter von Klitzkes in der spätmittelalterlichen Dombibliothek
    in Brandenburg an der Havel und ihre Inschriften: Ein monumentaler Zyklus bestehend
    aus Figurenbildern, Texten und Ornamenten in zwei Bibliotheksräumen</i>. ART-Dok
    – Publikationsplattform Kunst- und Bildwissenschaften; 2022. doi:<a href="https://doi.org/10.11588/artdok.00007730">https://doi.org/10.11588/artdok.00007730</a>'
  apa: 'Heinrichs, U., &#38; Voigt, M. (2022). <i>Die fragmentarischen Wandmalereien
    aus der Zeit Bischof Stephan Bodekers und Probst Peter von Klitzkes in der spätmittelalterlichen
    Dombibliothek in Brandenburg an der Havel und ihre Inschriften: Ein monumentaler
    Zyklus bestehend aus Figurenbildern, Texten und Ornamenten in zwei Bibliotheksräumen</i>.
    ART-Dok – Publikationsplattform Kunst- und Bildwissenschaften. <a href="https://doi.org/10.11588/artdok.00007730">https://doi.org/10.11588/artdok.00007730</a>'
  bibtex: '@book{Heinrichs_Voigt_2022, place={Heidelberg}, title={Die fragmentarischen
    Wandmalereien aus der Zeit Bischof Stephan Bodekers und Probst Peter von Klitzkes
    in der spätmittelalterlichen Dombibliothek in Brandenburg an der Havel und ihre
    Inschriften: Ein monumentaler Zyklus bestehend aus Figurenbildern, Texten und
    Ornamenten in zwei Bibliotheksräumen}, DOI={<a href="https://doi.org/10.11588/artdok.00007730">https://doi.org/10.11588/artdok.00007730</a>},
    publisher={ART-Dok – Publikationsplattform Kunst- und Bildwissenschaften}, author={Heinrichs,
    Ulrike and Voigt, Martina }, year={2022} }'
  chicago: 'Heinrichs, Ulrike, and Martina  Voigt. <i>Die fragmentarischen Wandmalereien
    aus der Zeit Bischof Stephan Bodekers und Probst Peter von Klitzkes in der spätmittelalterlichen
    Dombibliothek in Brandenburg an der Havel und ihre Inschriften: Ein monumentaler
    Zyklus bestehend aus Figurenbildern, Texten und Ornamenten in zwei Bibliotheksräumen</i>.
    Heidelberg: ART-Dok – Publikationsplattform Kunst- und Bildwissenschaften, 2022.
    <a href="https://doi.org/10.11588/artdok.00007730">https://doi.org/10.11588/artdok.00007730</a>.'
  ieee: 'U. Heinrichs and M. Voigt, <i>Die fragmentarischen Wandmalereien aus der
    Zeit Bischof Stephan Bodekers und Probst Peter von Klitzkes in der spätmittelalterlichen
    Dombibliothek in Brandenburg an der Havel und ihre Inschriften: Ein monumentaler
    Zyklus bestehend aus Figurenbildern, Texten und Ornamenten in zwei Bibliotheksräumen</i>.
    Heidelberg: ART-Dok – Publikationsplattform Kunst- und Bildwissenschaften, 2022.'
  mla: 'Heinrichs, Ulrike, and Martina Voigt. <i>Die fragmentarischen Wandmalereien
    aus der Zeit Bischof Stephan Bodekers und Probst Peter von Klitzkes in der spätmittelalterlichen
    Dombibliothek in Brandenburg an der Havel und ihre Inschriften: Ein monumentaler
    Zyklus bestehend aus Figurenbildern, Texten und Ornamenten in zwei Bibliotheksräumen</i>.
    ART-Dok – Publikationsplattform Kunst- und Bildwissenschaften, 2022, doi:<a href="https://doi.org/10.11588/artdok.00007730">https://doi.org/10.11588/artdok.00007730</a>.'
  short: 'U. Heinrichs, M. Voigt, Die fragmentarischen Wandmalereien aus der Zeit
    Bischof Stephan Bodekers und Probst Peter von Klitzkes in der spätmittelalterlichen
    Dombibliothek in Brandenburg an der Havel und ihre Inschriften: Ein monumentaler
    Zyklus bestehend aus Figurenbildern, Texten und Ornamenten in zwei Bibliotheksräumen,
    ART-Dok – Publikationsplattform Kunst- und Bildwissenschaften, Heidelberg, 2022.'
date_created: 2025-09-17T09:38:47Z
date_updated: 2025-11-18T17:45:39Z
doi: https://doi.org/10.11588/artdok.00007730
language:
- iso: ger
main_file_link:
- open_access: '1'
  url: https://archiv.ub.uni-heidelberg.de/artdok/7730/1/Heinrichs_Voigt_Die_fragmentarischen_Wandmalereien_aus_der_Zeit_Bischof_Stephan_Bodekers_und_Propst_Peter_von_Klitzkes_2022.pdf
oa: '1'
page: '261'
place: Heidelberg
publication_status: published
publisher: ART-Dok – Publikationsplattform Kunst- und Bildwissenschaften
status: public
title: 'Die fragmentarischen Wandmalereien aus der Zeit Bischof Stephan Bodekers und
  Probst Peter von Klitzkes in der spätmittelalterlichen Dombibliothek in Brandenburg
  an der Havel und ihre Inschriften: Ein monumentaler Zyklus bestehend aus Figurenbildern,
  Texten und Ornamenten in zwei Bibliotheksräumen'
type: book
user_id: '36964'
year: '2022'
...
---
_id: '58579'
author:
- first_name: Claudia Dorit
  full_name: Bergmann, Claudia Dorit
  id: '94584'
  last_name: Bergmann
citation:
  ama: 'Bergmann CD. Rezension zu: „The Language of Colour in the Bible. Embodied
    Colour Terms Related to Green”. <i>tà katoptrizómena – Magazin für Kunst | Kultur
    | Theologie | Ästhetik</i>. 2022;139.'
  apa: 'Bergmann, C. D. (2022). Rezension zu: „The Language of Colour in the Bible.
    Embodied Colour Terms Related to Green”. In <i>tà katoptrizómena – Magazin für
    Kunst | Kultur | Theologie | Ästhetik</i> (Vol. 139). De Gruyter.'
  bibtex: '@article{Bergmann_2022, title={Rezension zu: „The Language of Colour in
    the Bible. Embodied Colour Terms Related to Green”}, volume={139}, journal={tà
    katoptrizómena – Magazin für Kunst | Kultur | Theologie | Ästhetik}, publisher={De
    Gruyter}, author={Bergmann, Claudia Dorit}, year={2022} }'
  chicago: 'Bergmann, Claudia Dorit. “Rezension Zu: „The Language of Colour in the
    Bible. Embodied Colour Terms Related to Green”.” <i>Tà Katoptrizómena – Magazin
    Für Kunst | Kultur | Theologie | Ästhetik</i>. De Gruyter, 2022.'
  ieee: 'C. D. Bergmann, “Rezension zu: „The Language of Colour in the Bible. Embodied
    Colour Terms Related to Green”,” <i>tà katoptrizómena – Magazin für Kunst | Kultur
    | Theologie | Ästhetik</i>, vol. 139. De Gruyter, 2022.'
  mla: 'Bergmann, Claudia Dorit. “Rezension Zu: „The Language of Colour in the Bible.
    Embodied Colour Terms Related to Green”.” <i>Tà Katoptrizómena – Magazin Für Kunst
    | Kultur | Theologie | Ästhetik</i>, vol. 139, De Gruyter, 2022.'
  short: C.D. Bergmann, Tà Katoptrizómena – Magazin Für Kunst | Kultur | Theologie
    | Ästhetik 139 (2022).
date_created: 2025-02-11T15:52:01Z
date_updated: 2025-11-20T16:36:44Z
intvolume: '       139'
language:
- iso: eng
publication: tà katoptrizómena – Magazin für Kunst | Kultur | Theologie | Ästhetik
publisher: De Gruyter
related_material:
  link:
  - relation: confirmation
    url: https://www.theomag.de/139/cdb1.html
status: public
title: 'Rezension zu: „The Language of Colour in the Bible. Embodied Colour Terms
  Related to Green”'
type: review
user_id: '94584'
volume: 139
year: '2022'
...
---
_id: '58578'
author:
- first_name: Claudia Dorit
  full_name: Bergmann, Claudia Dorit
  id: '94584'
  last_name: Bergmann
citation:
  ama: 'Bergmann CD. Rezension zu: „Unveiling the Hidden – Anticipating the Future.
    Divinatory Practices Among Jews Between Qumran and the Modern Period”. <i>Theologische
    Literaturzeitung</i>. 2022;148(6):539-541.'
  apa: 'Bergmann, C. D. (2022). Rezension zu: „Unveiling the Hidden – Anticipating
    the Future. Divinatory Practices Among Jews Between Qumran and the Modern Period”.
    In <i>Theologische Literaturzeitung</i> (Vol. 148, Issue 6, pp. 539–541). Brill.'
  bibtex: '@article{Bergmann_2022, place={Leiden u.a.}, title={Rezension zu: „Unveiling
    the Hidden – Anticipating the Future. Divinatory Practices Among Jews Between
    Qumran and the Modern Period”}, volume={148}, number={6}, journal={Theologische
    Literaturzeitung}, publisher={Brill}, author={Bergmann, Claudia Dorit}, year={2022},
    pages={539–541} }'
  chicago: 'Bergmann, Claudia Dorit. “Rezension Zu: „Unveiling the Hidden – Anticipating
    the Future. Divinatory Practices Among Jews Between Qumran and the Modern Period”.”
    <i>Theologische Literaturzeitung</i>. Leiden u.a.: Brill, 2022.'
  ieee: 'C. D. Bergmann, “Rezension zu: „Unveiling the Hidden – Anticipating the Future.
    Divinatory Practices Among Jews Between Qumran and the Modern Period”,” <i>Theologische
    Literaturzeitung</i>, vol. 148, no. 6. Brill, Leiden u.a., pp. 539–541, 2022.'
  mla: 'Bergmann, Claudia Dorit. “Rezension Zu: „Unveiling the Hidden – Anticipating
    the Future. Divinatory Practices Among Jews Between Qumran and the Modern Period”.”
    <i>Theologische Literaturzeitung</i>, vol. 148, no. 6, Brill, 2022, pp. 539–41.'
  short: C.D. Bergmann, Theologische Literaturzeitung 148 (2022) 539–541.
date_created: 2025-02-11T15:46:19Z
date_updated: 2025-11-20T16:36:25Z
intvolume: '       148'
issue: '6'
language:
- iso: eng
page: 539-541
place: Leiden u.a.
publication: Theologische Literaturzeitung
publisher: Brill
status: public
title: 'Rezension zu: „Unveiling the Hidden – Anticipating the Future. Divinatory
  Practices Among Jews Between Qumran and the Modern Period”'
type: review
user_id: '94584'
volume: 148
year: '2022'
...
---
_id: '58581'
author:
- first_name: Claudia Dorit
  full_name: Bergmann, Claudia Dorit
  id: '94584'
  last_name: Bergmann
citation:
  ama: 'Bergmann CD. Rezension zu: „On My Right Michael, On My Left Gabriel. Angels
    in Ancient Jewish Culture”. <i>Theologische Literaturzeitung</i>. 2022;147(6):544-547.'
  apa: 'Bergmann, C. D. (2022). Rezension zu: „On My Right Michael, On My Left Gabriel.
    Angels in Ancient Jewish Culture”. In <i>Theologische Literaturzeitung</i> (Vol.
    147, Issue 6, pp. 544–547).'
  bibtex: '@article{Bergmann_2022, title={Rezension zu: „On My Right Michael, On My
    Left Gabriel. Angels in Ancient Jewish Culture”}, volume={147}, number={6}, journal={Theologische
    Literaturzeitung}, author={Bergmann, Claudia Dorit}, year={2022}, pages={544–547}
    }'
  chicago: 'Bergmann, Claudia Dorit. “Rezension Zu: „On My Right Michael, On My Left
    Gabriel. Angels in Ancient Jewish Culture”.” <i>Theologische Literaturzeitung</i>,
    2022.'
  ieee: 'C. D. Bergmann, “Rezension zu: „On My Right Michael, On My Left Gabriel.
    Angels in Ancient Jewish Culture”,” <i>Theologische Literaturzeitung</i>, vol.
    147, no. 6. pp. 544–547, 2022.'
  mla: 'Bergmann, Claudia Dorit. “Rezension Zu: „On My Right Michael, On My Left Gabriel.
    Angels in Ancient Jewish Culture”.” <i>Theologische Literaturzeitung</i>, vol.
    147, no. 6, 2022, pp. 544–47.'
  short: C.D. Bergmann, Theologische Literaturzeitung 147 (2022) 544–547.
date_created: 2025-02-11T15:55:18Z
date_updated: 2025-11-20T16:37:41Z
intvolume: '       147'
issue: '6'
language:
- iso: eng
page: 544-547
publication: Theologische Literaturzeitung
status: public
title: 'Rezension zu: „On My Right Michael, On My Left Gabriel. Angels in Ancient
  Jewish Culture”'
type: review
user_id: '94584'
volume: 147
year: '2022'
...
