20 Publikationen
2024 | Konferenz - Poster | ELSA-ID: 11605
Yeast filtration with rotating membrane filtration – a new approach for an economical recovery of beer form surplus yeast
M. Trilling-Haasler, J. Tebbe, M. Lange-Hegermann, J. Schneider, Yeast Filtration with Rotating Membrane Filtration – a New Approach for an Economical Recovery of Beer Form Surplus Yeast , 2024.
ELSA
M. Trilling-Haasler, J. Tebbe, M. Lange-Hegermann, J. Schneider, Yeast Filtration with Rotating Membrane Filtration – a New Approach for an Economical Recovery of Beer Form Surplus Yeast , 2024.
2024 | Konferenzband - Beitrag | ELSA-ID: 12815 | 
Efficiently Computable Safety Bounds for Gaussian Processes in Active Learning
J. Tebbe, C. Zimmer, A. Steland, M. Lange-Hegermann, F. Mies, Efficiently Computable Safety Bounds for Gaussian Processes in Active Learning, MLResearchPress , 2024.
ELSA
| Download (ext.)
J. Tebbe, C. Zimmer, A. Steland, M. Lange-Hegermann, F. Mies, Efficiently Computable Safety Bounds for Gaussian Processes in Active Learning, MLResearchPress , 2024.
2024 | Konferenz - Vortrag | ELSA-ID: 12816
An Image Retrieval Pipeline in a Medical Data Integration Center.
K.Y. Cheng, S. Pazmino, B. Bergh, M. Lange-Hegermann, B. Schreiweis, An Image Retrieval Pipeline in a Medical Data Integration Center., IOS Press, Incorporated, 2024.
ELSA
| DOI
| PubMed | Europe PMC
K.Y. Cheng, S. Pazmino, B. Bergh, M. Lange-Hegermann, B. Schreiweis, An Image Retrieval Pipeline in a Medical Data Integration Center., IOS Press, Incorporated, 2024.
2024 | Zeitschriftenaufsatz (wiss.) | ELSA-ID: 12822
Instance-level medical image classification for text-based retrieval in a medical data integration center
K.Y. Cheng, M. Lange-Hegermann, J.-B. Hövener, B. Schreiweis, Computational and Structural Biotechnology Journal 24 (2024) 434–450.
ELSA
| DOI
| WoS
| PubMed | Europe PMC
K.Y. Cheng, M. Lange-Hegermann, J.-B. Hövener, B. Schreiweis, Computational and Structural Biotechnology Journal 24 (2024) 434–450.
2023 | Konferenzband - Beitrag | ELSA-ID: 10787
Holistic optimization of a dynamic cross-flow filtration process towards a cyber-physical system
J. Tebbe, T. Pawlik, M. Trilling-Haasler, J. Löbner, M. Lange-Hegermann, J. Schneider, Holistic Optimization of a Dynamic Cross-Flow Filtration Process towards a Cyber-Physical System, IEEE, [Piscataway, NJ], 2023.
ELSA
| DOI
J. Tebbe, T. Pawlik, M. Trilling-Haasler, J. Löbner, M. Lange-Hegermann, J. Schneider, Holistic Optimization of a Dynamic Cross-Flow Filtration Process towards a Cyber-Physical System, IEEE, [Piscataway, NJ], 2023.
2023 | Konferenz - Poster | ELSA-ID: 11381
A systematic, model-based workflow for risk-based decision making in upstream development
T. Hernández Rodriguez, S. Ramm, M. Lange-Hegermann, B. Frahm, A Systematic, Model-Based Workflow for Risk-Based Decision Making in Upstream Development, DECHEMA e.V., n.d.
ELSA
T. Hernández Rodriguez, S. Ramm, M. Lange-Hegermann, B. Frahm, A Systematic, Model-Based Workflow for Risk-Based Decision Making in Upstream Development, DECHEMA e.V., n.d.
2023 | Konferenz - Vortrag | ELSA-ID: 11383
Model-assisted design strategies for bioprocesses – Advanced statistical methods in industrial upstream cell culture
T. Hernández Rodriguez, C. Posch, R. Pörtner, M. Lange-Hegermann, F.M. Wurm, B. Frahm, Model-Assisted Design Strategies for Bioprocesses – Advanced Statistical Methods in Industrial Upstream Cell Culture, DECHEMA e.V., 2023.
ELSA
T. Hernández Rodriguez, C. Posch, R. Pörtner, M. Lange-Hegermann, F.M. Wurm, B. Frahm, Model-Assisted Design Strategies for Bioprocesses – Advanced Statistical Methods in Industrial Upstream Cell Culture, DECHEMA e.V., 2023.
2023 | Konferenz - Poster | ELSA-ID: 10201 |
A systematic, model-based workflow for risk-based decision making in upstream development
T. Hernández Rodriguez, S. Ramm, M. Lange-Hegermann, B. Frahm, A Systematic, Model-Based Workflow for Risk-Based Decision Making in Upstream Development, 2023.
ELSA
| Download (ext.)
T. Hernández Rodriguez, S. Ramm, M. Lange-Hegermann, B. Frahm, A Systematic, Model-Based Workflow for Risk-Based Decision Making in Upstream Development, 2023.
2023 | Zeitschriftenaufsatz (wiss.) | ELSA-ID: 12811
PGNAA Spectral Classification of Metal With Density Estimations
H. Shayan, K. Krycki, M. Doemeland, M. Lange-Hegermann, IEEE Transactions on Nuclear Science 70 (2023) 1171–1177.
ELSA
| DOI
| WoS
H. Shayan, K. Krycki, M. Doemeland, M. Lange-Hegermann, IEEE Transactions on Nuclear Science 70 (2023) 1171–1177.
2023 | Konferenzband - Beitrag | ELSA-ID: 12828
Gaussian Process Priors for Systems of Linear Partial Differential Equations with Constant Coefficients
M. Härkönen, M. Lange-Hegermann, B. Raiţă, Gaussian Process Priors for Systems of Linear Partial Differential Equations with Constant Coefficients, MLResearchPress , 2023.
ELSA
M. Härkönen, M. Lange-Hegermann, B. Raiţă, Gaussian Process Priors for Systems of Linear Partial Differential Equations with Constant Coefficients, MLResearchPress , 2023.
2023 | Konferenzband - Beitrag | ELSA-ID: 9930
KI-basierte Erstellung individualisierter Mathematikaufgaben für MINT-Fächer
M. Lange-Hegermann, T. Schmohl, A. Watanabe, K. Schelling, S. Heiss, J. Rubart, KI-basierte Erstellung individualisierter Mathematikaufgaben für MINT-Fächer, transcript Verlag, Bielefeld, 2023.
ELSA
| DOI
M. Lange-Hegermann, T. Schmohl, A. Watanabe, K. Schelling, S. Heiss, J. Rubart, KI-basierte Erstellung individualisierter Mathematikaufgaben für MINT-Fächer, transcript Verlag, Bielefeld, 2023.
2022 | Zeitschriftenaufsatz (wiss.) | ELSA-ID: 11377
Designing Robust Biotechnological Processes Regarding Variabilities Using Multi-Objective Optimization Applied to a Biopharmaceutical Seed Train Design
T. Hernández Rodriguez, A. Sekulic, M. Lange-Hegermann, B. Frahm, Processes 10 (2022).
ELSA
| DOI
T. Hernández Rodriguez, A. Sekulic, M. Lange-Hegermann, B. Frahm, Processes 10 (2022).
2022 | Konferenz - Poster | ELSA-ID: 7932
A systematic, model-based workflow for risk-based decision making in upstream development
T. Hernández Rodriguez, S. Ramm, M. Lange-Hegermann, B. Frahm, A Systematic, Model-Based Workflow for Risk-Based Decision Making in Upstream Development, n.d.
ELSA
T. Hernández Rodriguez, S. Ramm, M. Lange-Hegermann, B. Frahm, A Systematic, Model-Based Workflow for Risk-Based Decision Making in Upstream Development, n.d.
2022 | Sammelwerk - Beitrag | ELSA-ID: 10193
Designing robust biotechnological processes regarding variabilities using multi-objective optimization applied to a biopharmaceutical seed train design
T. Hernández Rodriguez, A. Sekulic, M. Lange-Hegermann, B. Frahm, in: R. Pörtner, J. Möller (Eds.), Bioprocess Systems Engineering Applications in Pharmaceutical Manufacturing, MDPI, Basel, 2022, pp. 21–48.
ELSA
| DOI
T. Hernández Rodriguez, A. Sekulic, M. Lange-Hegermann, B. Frahm, in: R. Pörtner, J. Möller (Eds.), Bioprocess Systems Engineering Applications in Pharmaceutical Manufacturing, MDPI, Basel, 2022, pp. 21–48.
2022 | Konferenz - Poster | ELSA-ID: 10198
A systematic, model-based approach for decision making in upstream development – Considerations regarding clone selection and cell expansion
T. Hernández Rodriguez, R. Pörtner, M. Lange-Hegermann, F.M. Wurm, B. Frahm, A Systematic, Model-Based Approach for Decision Making in Upstream Development – Considerations Regarding Clone Selection and Cell Expansion, n.d.
ELSA
T. Hernández Rodriguez, R. Pörtner, M. Lange-Hegermann, F.M. Wurm, B. Frahm, A Systematic, Model-Based Approach for Decision Making in Upstream Development – Considerations Regarding Clone Selection and Cell Expansion, n.d.
2022 | Konferenzband - Beitrag | ELSA-ID: 12804
Constraining Gaussian Processes to Systems of Linear Ordinary Differential Equations
A. Besginow, M. Lange-Hegermann, Constraining Gaussian Processes to Systems of Linear Ordinary Differential Equations, Curran Associates, Inc., Red Hook, NY , 2022.
ELSA
A. Besginow, M. Lange-Hegermann, Constraining Gaussian Processes to Systems of Linear Ordinary Differential Equations, Curran Associates, Inc., Red Hook, NY , 2022.
2021 | Konferenzband - Beitrag | ELSA-ID: 12786
Linearly Constrained Gaussian Processes with Boundary Conditions
M. Lange-Hegermann, Linearly Constrained Gaussian Processes with Boundary Conditions, MLResearchPress , 2021.
ELSA
M. Lange-Hegermann, Linearly Constrained Gaussian Processes with Boundary Conditions, MLResearchPress , 2021.
2021 | Konferenzband - Beitrag | ELSA-ID: 5620 |
AI-Based Stem Education: Generating Individualized Exercises in Mathematics
M. Lange-Hegermann, T. Schmohl, A. Watanabe, S. Heiss, J. Rubart, AI-Based Stem Education: Generating Individualized Exercises in Mathematics, Libreriauniversitaria.it, Bologna, 2021.
ELSA
| DOI
| Download (ext.)
M. Lange-Hegermann, T. Schmohl, A. Watanabe, S. Heiss, J. Rubart, AI-Based Stem Education: Generating Individualized Exercises in Mathematics, Libreriauniversitaria.it, Bologna, 2021.
2021 | Konferenzband - Beitrag | ELSA-ID: 7581 |
AI-based STEM education: Generating individualized exercises in mathematics
M. Lange-Hegermann, T. Schmohl, A. Watanabe, S. Heiss, J. Rubart, AI-Based STEM Education: Generating Individualized Exercises in Mathematics, Libreriauniversitaria.it, Bologna, 2021.
ELSA
| Download (ext.)
M. Lange-Hegermann, T. Schmohl, A. Watanabe, S. Heiss, J. Rubart, AI-Based STEM Education: Generating Individualized Exercises in Mathematics, Libreriauniversitaria.it, Bologna, 2021.
2020 | Konferenzband - Beitrag | ELSA-ID: 12812
Towards Gaussian Processes for Automatic and Interpretable Anomaly Detection in Industry 4.0
F. Berns, M. Lange-Hegermann, C. Beecks, Towards Gaussian Processes for Automatic and Interpretable Anomaly Detection in Industry 4.0, SCITEPRESS - Science and Technology Publications, 2020.
ELSA
| DOI
F. Berns, M. Lange-Hegermann, C. Beecks, Towards Gaussian Processes for Automatic and Interpretable Anomaly Detection in Industry 4.0, SCITEPRESS - Science and Technology Publications, 2020.
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20 Publikationen
2024 | Konferenz - Poster | ELSA-ID: 11605
Yeast filtration with rotating membrane filtration – a new approach for an economical recovery of beer form surplus yeast
M. Trilling-Haasler, J. Tebbe, M. Lange-Hegermann, J. Schneider, Yeast Filtration with Rotating Membrane Filtration – a New Approach for an Economical Recovery of Beer Form Surplus Yeast , 2024.
ELSA
M. Trilling-Haasler, J. Tebbe, M. Lange-Hegermann, J. Schneider, Yeast Filtration with Rotating Membrane Filtration – a New Approach for an Economical Recovery of Beer Form Surplus Yeast , 2024.
2024 | Konferenzband - Beitrag | ELSA-ID: 12815 |
Efficiently Computable Safety Bounds for Gaussian Processes in Active Learning
J. Tebbe, C. Zimmer, A. Steland, M. Lange-Hegermann, F. Mies, Efficiently Computable Safety Bounds for Gaussian Processes in Active Learning, MLResearchPress , 2024.
ELSA
| Download (ext.)
J. Tebbe, C. Zimmer, A. Steland, M. Lange-Hegermann, F. Mies, Efficiently Computable Safety Bounds for Gaussian Processes in Active Learning, MLResearchPress , 2024.
2024 | Konferenz - Vortrag | ELSA-ID: 12816
An Image Retrieval Pipeline in a Medical Data Integration Center.
K.Y. Cheng, S. Pazmino, B. Bergh, M. Lange-Hegermann, B. Schreiweis, An Image Retrieval Pipeline in a Medical Data Integration Center., IOS Press, Incorporated, 2024.
ELSA
| DOI
| PubMed | Europe PMC
K.Y. Cheng, S. Pazmino, B. Bergh, M. Lange-Hegermann, B. Schreiweis, An Image Retrieval Pipeline in a Medical Data Integration Center., IOS Press, Incorporated, 2024.
2024 | Zeitschriftenaufsatz (wiss.) | ELSA-ID: 12822
Instance-level medical image classification for text-based retrieval in a medical data integration center
K.Y. Cheng, M. Lange-Hegermann, J.-B. Hövener, B. Schreiweis, Computational and Structural Biotechnology Journal 24 (2024) 434–450.
ELSA
| DOI
| WoS
| PubMed | Europe PMC
K.Y. Cheng, M. Lange-Hegermann, J.-B. Hövener, B. Schreiweis, Computational and Structural Biotechnology Journal 24 (2024) 434–450.
2023 | Konferenzband - Beitrag | ELSA-ID: 10787
Holistic optimization of a dynamic cross-flow filtration process towards a cyber-physical system
J. Tebbe, T. Pawlik, M. Trilling-Haasler, J. Löbner, M. Lange-Hegermann, J. Schneider, Holistic Optimization of a Dynamic Cross-Flow Filtration Process towards a Cyber-Physical System, IEEE, [Piscataway, NJ], 2023.
ELSA
| DOI
J. Tebbe, T. Pawlik, M. Trilling-Haasler, J. Löbner, M. Lange-Hegermann, J. Schneider, Holistic Optimization of a Dynamic Cross-Flow Filtration Process towards a Cyber-Physical System, IEEE, [Piscataway, NJ], 2023.
2023 | Konferenz - Poster | ELSA-ID: 11381
A systematic, model-based workflow for risk-based decision making in upstream development
T. Hernández Rodriguez, S. Ramm, M. Lange-Hegermann, B. Frahm, A Systematic, Model-Based Workflow for Risk-Based Decision Making in Upstream Development, DECHEMA e.V., n.d.
ELSA
T. Hernández Rodriguez, S. Ramm, M. Lange-Hegermann, B. Frahm, A Systematic, Model-Based Workflow for Risk-Based Decision Making in Upstream Development, DECHEMA e.V., n.d.
2023 | Konferenz - Vortrag | ELSA-ID: 11383
Model-assisted design strategies for bioprocesses – Advanced statistical methods in industrial upstream cell culture
T. Hernández Rodriguez, C. Posch, R. Pörtner, M. Lange-Hegermann, F.M. Wurm, B. Frahm, Model-Assisted Design Strategies for Bioprocesses – Advanced Statistical Methods in Industrial Upstream Cell Culture, DECHEMA e.V., 2023.
ELSA
T. Hernández Rodriguez, C. Posch, R. Pörtner, M. Lange-Hegermann, F.M. Wurm, B. Frahm, Model-Assisted Design Strategies for Bioprocesses – Advanced Statistical Methods in Industrial Upstream Cell Culture, DECHEMA e.V., 2023.
2023 | Konferenz - Poster | ELSA-ID: 10201 |
A systematic, model-based workflow for risk-based decision making in upstream development
T. Hernández Rodriguez, S. Ramm, M. Lange-Hegermann, B. Frahm, A Systematic, Model-Based Workflow for Risk-Based Decision Making in Upstream Development, 2023.
ELSA
| Download (ext.)
T. Hernández Rodriguez, S. Ramm, M. Lange-Hegermann, B. Frahm, A Systematic, Model-Based Workflow for Risk-Based Decision Making in Upstream Development, 2023.
2023 | Zeitschriftenaufsatz (wiss.) | ELSA-ID: 12811
PGNAA Spectral Classification of Metal With Density Estimations
H. Shayan, K. Krycki, M. Doemeland, M. Lange-Hegermann, IEEE Transactions on Nuclear Science 70 (2023) 1171–1177.
ELSA
| DOI
| WoS
H. Shayan, K. Krycki, M. Doemeland, M. Lange-Hegermann, IEEE Transactions on Nuclear Science 70 (2023) 1171–1177.
2023 | Konferenzband - Beitrag | ELSA-ID: 12828
Gaussian Process Priors for Systems of Linear Partial Differential Equations with Constant Coefficients
M. Härkönen, M. Lange-Hegermann, B. Raiţă, Gaussian Process Priors for Systems of Linear Partial Differential Equations with Constant Coefficients, MLResearchPress , 2023.
ELSA
M. Härkönen, M. Lange-Hegermann, B. Raiţă, Gaussian Process Priors for Systems of Linear Partial Differential Equations with Constant Coefficients, MLResearchPress , 2023.
2023 | Konferenzband - Beitrag | ELSA-ID: 9930
KI-basierte Erstellung individualisierter Mathematikaufgaben für MINT-Fächer
M. Lange-Hegermann, T. Schmohl, A. Watanabe, K. Schelling, S. Heiss, J. Rubart, KI-basierte Erstellung individualisierter Mathematikaufgaben für MINT-Fächer, transcript Verlag, Bielefeld, 2023.
ELSA
| DOI
M. Lange-Hegermann, T. Schmohl, A. Watanabe, K. Schelling, S. Heiss, J. Rubart, KI-basierte Erstellung individualisierter Mathematikaufgaben für MINT-Fächer, transcript Verlag, Bielefeld, 2023.
2022 | Zeitschriftenaufsatz (wiss.) | ELSA-ID: 11377
Designing Robust Biotechnological Processes Regarding Variabilities Using Multi-Objective Optimization Applied to a Biopharmaceutical Seed Train Design
T. Hernández Rodriguez, A. Sekulic, M. Lange-Hegermann, B. Frahm, Processes 10 (2022).
ELSA
| DOI
T. Hernández Rodriguez, A. Sekulic, M. Lange-Hegermann, B. Frahm, Processes 10 (2022).
2022 | Konferenz - Poster | ELSA-ID: 7932
A systematic, model-based workflow for risk-based decision making in upstream development
T. Hernández Rodriguez, S. Ramm, M. Lange-Hegermann, B. Frahm, A Systematic, Model-Based Workflow for Risk-Based Decision Making in Upstream Development, n.d.
ELSA
T. Hernández Rodriguez, S. Ramm, M. Lange-Hegermann, B. Frahm, A Systematic, Model-Based Workflow for Risk-Based Decision Making in Upstream Development, n.d.
2022 | Sammelwerk - Beitrag | ELSA-ID: 10193
Designing robust biotechnological processes regarding variabilities using multi-objective optimization applied to a biopharmaceutical seed train design
T. Hernández Rodriguez, A. Sekulic, M. Lange-Hegermann, B. Frahm, in: R. Pörtner, J. Möller (Eds.), Bioprocess Systems Engineering Applications in Pharmaceutical Manufacturing, MDPI, Basel, 2022, pp. 21–48.
ELSA
| DOI
T. Hernández Rodriguez, A. Sekulic, M. Lange-Hegermann, B. Frahm, in: R. Pörtner, J. Möller (Eds.), Bioprocess Systems Engineering Applications in Pharmaceutical Manufacturing, MDPI, Basel, 2022, pp. 21–48.
2022 | Konferenz - Poster | ELSA-ID: 10198
A systematic, model-based approach for decision making in upstream development – Considerations regarding clone selection and cell expansion
T. Hernández Rodriguez, R. Pörtner, M. Lange-Hegermann, F.M. Wurm, B. Frahm, A Systematic, Model-Based Approach for Decision Making in Upstream Development – Considerations Regarding Clone Selection and Cell Expansion, n.d.
ELSA
T. Hernández Rodriguez, R. Pörtner, M. Lange-Hegermann, F.M. Wurm, B. Frahm, A Systematic, Model-Based Approach for Decision Making in Upstream Development – Considerations Regarding Clone Selection and Cell Expansion, n.d.
2022 | Konferenzband - Beitrag | ELSA-ID: 12804
Constraining Gaussian Processes to Systems of Linear Ordinary Differential Equations
A. Besginow, M. Lange-Hegermann, Constraining Gaussian Processes to Systems of Linear Ordinary Differential Equations, Curran Associates, Inc., Red Hook, NY , 2022.
ELSA
A. Besginow, M. Lange-Hegermann, Constraining Gaussian Processes to Systems of Linear Ordinary Differential Equations, Curran Associates, Inc., Red Hook, NY , 2022.
2021 | Konferenzband - Beitrag | ELSA-ID: 12786
Linearly Constrained Gaussian Processes with Boundary Conditions
M. Lange-Hegermann, Linearly Constrained Gaussian Processes with Boundary Conditions, MLResearchPress , 2021.
ELSA
M. Lange-Hegermann, Linearly Constrained Gaussian Processes with Boundary Conditions, MLResearchPress , 2021.
2021 | Konferenzband - Beitrag | ELSA-ID: 5620 |
AI-Based Stem Education: Generating Individualized Exercises in Mathematics
M. Lange-Hegermann, T. Schmohl, A. Watanabe, S. Heiss, J. Rubart, AI-Based Stem Education: Generating Individualized Exercises in Mathematics, Libreriauniversitaria.it, Bologna, 2021.
ELSA
| DOI
| Download (ext.)
M. Lange-Hegermann, T. Schmohl, A. Watanabe, S. Heiss, J. Rubart, AI-Based Stem Education: Generating Individualized Exercises in Mathematics, Libreriauniversitaria.it, Bologna, 2021.
2021 | Konferenzband - Beitrag | ELSA-ID: 7581 |
AI-based STEM education: Generating individualized exercises in mathematics
M. Lange-Hegermann, T. Schmohl, A. Watanabe, S. Heiss, J. Rubart, AI-Based STEM Education: Generating Individualized Exercises in Mathematics, Libreriauniversitaria.it, Bologna, 2021.
ELSA
| Download (ext.)
M. Lange-Hegermann, T. Schmohl, A. Watanabe, S. Heiss, J. Rubart, AI-Based STEM Education: Generating Individualized Exercises in Mathematics, Libreriauniversitaria.it, Bologna, 2021.
2020 | Konferenzband - Beitrag | ELSA-ID: 12812
Towards Gaussian Processes for Automatic and Interpretable Anomaly Detection in Industry 4.0
F. Berns, M. Lange-Hegermann, C. Beecks, Towards Gaussian Processes for Automatic and Interpretable Anomaly Detection in Industry 4.0, SCITEPRESS - Science and Technology Publications, 2020.
ELSA
| DOI
F. Berns, M. Lange-Hegermann, C. Beecks, Towards Gaussian Processes for Automatic and Interpretable Anomaly Detection in Industry 4.0, SCITEPRESS - Science and Technology Publications, 2020.