JuLib | Articles & more

1

Poster

Towards Autonomous Experimentation in Biofoundries

Helleckes, Laura
2024

2

Poster

Bayesian optimisation meets robotic workflows: Towards data-efficient microbial phenotyping

Helleckes, Laura
2024

3

Conference Presentation

Bayesian optimisation meets robotic workflows: Towards data-efficient microbial phenotyping

Helleckes, Laura
2024

4

Talk (non-conference)

Robotics meets optimisation - Autonomous bioprocess development facilitated by Bayesian statistical modelling

Helleckes, Laura
2023

5

News

Fokus Datenwissenschaften - Maschinelles Lernen, Hybride Modellierung und Digitale Zwillinge als Forschungsschwerpunkte

Dahmen, Manuel
2023

6

Journal Article

Machine learning in bioprocess development: from promise to practice

Helleckes, Laura M.
2023

Trends in biotechnology, 41 (2023) 6, S. S0167779922002815

OpenAccess

7

Conference Presentation

Explore or exploit? A model-based screening strategy for autonomous microbial phenotyping

Helleckes, Laura
2022

8

Journal Article

Bayesian calibration, process modeling and uncertainty quantification in biotechnology

Helleckes, Laura Marie
2022

PLoS Computational Biology, 18 (2022) 3, S. e1009223 -

OpenAccess

9

Lecture

Computational Biotechnology

von Lieres, Eric
2021

10

Preprint

Bayesian calibration, process modeling and uncertainty quantification in biotechnology

Helleckes, Laura Marie
2021

OpenAccess

11

Journal Article

Simulation of differential-algebraic equation systems with optimization criteria embedded in Modelica

Ploch, Tobias
2020

Computers & chemical engineering, 140 (2020) S. 106920 -

OpenAccess OpenAccess

12

Journal Article

Analysis of the local well‐posedness of optimization‐constrained differential equations by local optimality conditions

Zhao, Xiao
2020

AIChE journal, 66 (2020) 10, S. e16548

OpenAccess OpenAccess

13

Lecture

Computational Biotechnology

von Lieres, Eric
2019

14

Journal Article

Multiscale dynamic modeling and simulation of a biorefinery

Ploch, Tobias
2019

Biotechnology & bioengineering, 116 (2019) 10, S. 2561 - 2574

OpenAccess OpenAccess

15

Journal Article

Laboratory scale photobiotechnology – Current trends and future perspectives

Morschett, Holger
2018

FEMS microbiology letters, 365 (2018) 1, S. 1-9

16

Conference Presentation

Framework for multi-scale modeling and dynamic simulation of a biorefinery

Ploch, T.
2018

17

Journal Article

Dynamic flux balance analysis with nonlinear objective function

Zhao, Xiao
2017

Journal of mathematical biology, 75 (2017) 6-7, S. 1487–1515

18

Conference Presentation

Hyphenating Mini-Pilot-Plant and Design-of-Experiments: Detailed bioprocess profiling for different optimization objectives

Hemmerich, Johannes
2017

19

Journal Article

Generic Protocol for Optimization of Heterologous Protein Production Using Automated Microbioreactor Technology

Hemmerich, Johannes
2017

Journal of visualized experiments (2017) 130, S. 56234

OpenAccess OpenAccess

20

Journal Article

Kriging with trend functions nonlinear in their parameters: Theory and application in enzyme kinetics

Freier, Lars
2017

Engineering in life sciences, 17 (2017) 8, S. 916–922

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