Marvin Kastner, M.Sc.
Address
Hamburg University of Technology
Institute of Maritime Logistics
Am Schwarzenberg-Campus 4 (D)
21073 Hamburg
Contact Details & Profiles
Office: building D room 5.007
Phone: +49 40 42878 4793
E-mail: marvin.kastner(at)tuhh(dot)de
ORCiD: 0000-0001-8289-2943
LinkedIn: https://www.linkedin.com/in/marvin-kastner/
ResearchGate: https://www.researchgate.net/profile/Marvin-Kastner
Google scholar: https://scholar.google.de/citations?user=lAR-oVAAAAAJ&hl=de&oi=ao
Scopus: https://www.scopus.com/authid/detail.uri?authorId=57221938031
Research Focus
- Simulation-based Design of Container Terminals
- Optimization of Yard Operations at Container Terminals
- Data-driven Improvement of Maritime Security
- Machine Learning in Maritime Logistic
- Optimization of Multivariate Black-box Functions
Presentations and workshops (Excerpt)
- 25.01.2023 a talk at the 7. Suderburger Logistics Forum: "AI-assisted planning of cargo handling facilities with the example of container terminals" (title translated)
- 15.09.2022 a talk at the MLE-Days 2022: "Synthetic data for reinforcement learning in container terminal control systems."
- 28.06.2022 a workshop at the Graduate Academy of TUHH: "Introduction to Jupyter Notebooks" (title translated) [more]
- 02.07.2021 a workshop at the MLE-Days 2021: "Machine Learning in Maritime Logistics" (title translated) [zip]
- 16.03.2021 a workshop at the Graduate Academy of TUHH: "Introduction to Jupyter Notebooks" (title translated) [more]
- 30.11.2020 in the lecture series "Train Your Engineering Network" of the MLE initiative: "How to Talk About Machine Learning with Jupyter Notebooks"
- 22.11.2019 at DISRUPT NOW! AI for Hamburg: "Artificial Intelligence in Maritime Economy" (title translated) [more]
- 29.10.2019 in the context of forschungsbörse: "Maritime Logistics - an all-round cover" (title translated) [more]
- 23.10.2019 at the Open Access Week 2019 at TUHH: "Data Analysis - Describe and Visualize Data with Jupyter Notebooks" (title translated) [more] [git]
- 16.11.2018 at the GI DevCamp Hamburg: "Mobility Research and GDPR"
- 27.09.2018 at SGKV WG regarding truck arrivals: "Forecasting and Neural Networks – What is possible?" (title translated)
2024
| [182398] |
| Title: MaLiTuP: Machine Learning in Theory and Practice: Poster. |
| Written by: Kastner, Marvin and Scheidweiler, Tina |
| in: <em>All-Hands-Meeting Machine Learning 2019</em>. (2019). |
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| URL: http://hdl.handle.net/11420/6482 |
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Note: malitup projectpresentation
Abstract: Increasing digitalization, rapid developments in machine learning and exponentially growing accumulation of data lead to new jobs in the areas of data science. In the field of (maritime) logistics, digitalization is becoming increasingly important, resulting in an ever-increasing demand for trained personnel in the field of machine learning
2023
| [182398] |
| Title: MaLiTuP: Machine Learning in Theory and Practice: Poster. |
| Written by: Kastner, Marvin and Scheidweiler, Tina |
| in: <em>All-Hands-Meeting Machine Learning 2019</em>. (2019). |
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| URL: http://hdl.handle.net/11420/6482 |
| ARXIVID: |
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Note: malitup projectpresentation
Abstract: Increasing digitalization, rapid developments in machine learning and exponentially growing accumulation of data lead to new jobs in the areas of data science. In the field of (maritime) logistics, digitalization is becoming increasingly important, resulting in an ever-increasing demand for trained personnel in the field of machine learning
2022
| [182398] |
| Title: MaLiTuP: Machine Learning in Theory and Practice: Poster. |
| Written by: Kastner, Marvin and Scheidweiler, Tina |
| in: <em>All-Hands-Meeting Machine Learning 2019</em>. (2019). |
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| how published: All-Hands-Meeting Machine Learning 2019 |
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| URL: http://hdl.handle.net/11420/6482 |
| ARXIVID: |
| PMID: |
Note: malitup projectpresentation
Abstract: Increasing digitalization, rapid developments in machine learning and exponentially growing accumulation of data lead to new jobs in the areas of data science. In the field of (maritime) logistics, digitalization is becoming increasingly important, resulting in an ever-increasing demand for trained personnel in the field of machine learning
2021
| [182398] |
| Title: MaLiTuP: Machine Learning in Theory and Practice: Poster. |
| Written by: Kastner, Marvin and Scheidweiler, Tina |
| in: <em>All-Hands-Meeting Machine Learning 2019</em>. (2019). |
| Volume: Number: |
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| Series: All-Hands-Meeting Machine Learning 2019 |
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| how published: All-Hands-Meeting Machine Learning 2019 |
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| URL: http://hdl.handle.net/11420/6482 |
| ARXIVID: |
| PMID: |
Note: malitup projectpresentation
Abstract: Increasing digitalization, rapid developments in machine learning and exponentially growing accumulation of data lead to new jobs in the areas of data science. In the field of (maritime) logistics, digitalization is becoming increasingly important, resulting in an ever-increasing demand for trained personnel in the field of machine learning
2020
| [182398] |
| Title: MaLiTuP: Machine Learning in Theory and Practice: Poster. |
| Written by: Kastner, Marvin and Scheidweiler, Tina |
| in: <em>All-Hands-Meeting Machine Learning 2019</em>. (2019). |
| Volume: Number: |
| on pages: |
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| Series: All-Hands-Meeting Machine Learning 2019 |
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| how published: All-Hands-Meeting Machine Learning 2019 |
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| Type: |
| DOI: |
| URL: http://hdl.handle.net/11420/6482 |
| ARXIVID: |
| PMID: |
Note: malitup projectpresentation
Abstract: Increasing digitalization, rapid developments in machine learning and exponentially growing accumulation of data lead to new jobs in the areas of data science. In the field of (maritime) logistics, digitalization is becoming increasingly important, resulting in an ever-increasing demand for trained personnel in the field of machine learning
2019
| [182398] |
| Title: MaLiTuP: Machine Learning in Theory and Practice: Poster. |
| Written by: Kastner, Marvin and Scheidweiler, Tina |
| in: <em>All-Hands-Meeting Machine Learning 2019</em>. (2019). |
| Volume: Number: |
| on pages: |
| Chapter: |
| Editor: |
| Publisher: |
| Series: All-Hands-Meeting Machine Learning 2019 |
| Address: All-Hands-Meeting Machine Learning 2019 |
| Edition: |
| ISBN: |
| how published: All-Hands-Meeting Machine Learning 2019 |
| Organization: |
| School: |
| Institution: |
| Type: |
| DOI: |
| URL: http://hdl.handle.net/11420/6482 |
| ARXIVID: |
| PMID: |
Note: malitup projectpresentation
Abstract: Increasing digitalization, rapid developments in machine learning and exponentially growing accumulation of data lead to new jobs in the areas of data science. In the field of (maritime) logistics, digitalization is becoming increasingly important, resulting in an ever-increasing demand for trained personnel in the field of machine learning