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Bioprocess optimization using design‐of‐experiments methodology
4 references·16 citing·30 second hop
Bioprocess optimization using design‐of‐experiments methodology (2008)Bioprocess optimization using design‐of‐e…Statistics for Experimenters: Design, Innovation and Discovery (2006)Statistics for Experimenters:…Design and Analysis of Experiments (2005)Design and Analysis of Experi…Statistics for Experimenters: An Introduction to Design, Data Analysis and Model Building. (1979)Statistics for Experimenters:…Design and Analysis of Factorial Experiments (1958)Design and Analysis of Factor…Hyperparameter Tuning of Machine Learning Algorithms Using Response Surface Methodology: A Case Study of ANN, SVM, and DBN (2022)Hyperparameter Tuning of Mach…Digital Twin Application for Model-Based DoE to Rapidly Identify Ideal Process Conditions for Space-Time Yield Optimization (2021)Digital Twin Application for …Design of experiment (DOE) applied to artificial neural network architecture enables rapid bioprocess improvement (2021)Design of experiment (DOE) ap…Comparison of Modeling Methods for DoE‐Based Holistic Upstream Process Characterization (2020)Comparison of Modeling Method…Model-assisted Design of Experiments as a concept for knowledge-based bioprocess development (2019)Model-assisted Design of Expe…Design of Experiments As a Tool for Optimization in Recombinant Protein Biotechnology: From Constructs to Crystals (2019)Design of Experiments As a To…The Goldilocks Approach: A Review of Employing Design of Experiments in Prokaryotic Recombinant Protein Production (2018)The Goldilocks Approach: A Re…Model-based tools for optimal experiments in bioprocess engineering (2018)Model-based tools for optimal…Model-Based Methods in the Biopharmaceutical Process Lifecycle (2017)Model-Based Methods in the Bi…Design of experiments and regression modelling in food flavour and sensory analysis: A review (2017)Design of experiments and reg…Intensified design of experiments for upstream bioreactors (2016)Intensified design of experim…Harnessing QbD, Programming Languages, and Automation for Reproducible Biology (2015)Harnessing QbD, Programming L…Model‐based design of experiments for cellular processes (2013)Model‐based design of experim…Design of experiments applications in bioprocessing: Concepts and approach (2013)Design of experiments applica…Tuber melanosporum fermentation medium optimization by Plackett–Burman design coupled with Draper–Lin small composite design and desirability function (2010)Tuber melanosporum fermentati…Evaluation and optimization of hepatocyte culture media factors by design of experiments (DoE) methodology (2008)Evaluation and optimization o…THE DESIGN OF OPTIMUM MULTIFACTORIAL EXPERIMENTS (1946)On the Experimental Attainment of Optimum Conditions (1951)Some New Three Level Designs for the Study of Quantitative Variables (1960)Efficient high‐throughput biological process characterization: Definitive screening design with the Ambr250 bioreactor system (2015)Design of experiments and design space approaches in the pharmaceutical bioprocess optimization (2021)Principles of Good Practice for Decision Analytic Modeling in Health-Care Evaluation: Report of the ISPOR Task Force on Good Research Practices—Modeling Studies (2003)Ten iterative steps in development and evaluation of environmental models (2006)Model-based design of experiments for parameter precision: State of the art (2007)Theory of Optimal Experiments. (1972)Simultaneous Optimization of Several Response Variables (1980)Design of experiment techniques for the optimization of chromatographic analysis conditions: A review (2022)Technology, Science and Culture: A Global Vision, Volume IV (2023)Recent Advances in Nonlinear Experimental Design (1989)Systems biology: experimental design (2009)Design and Analysis of Experiments. (1978)Experimental design and multiple response optimization. Using the desirability function in analytical methods development (2014)Practical Bayesian Optimization of Machine Learning Algorithms (2012)Design and Analysis of Experiments (2017)Machine Learning With Big Data: Challenges and Approaches (2017)THE FRACTIONAL REPLICATION OF FACTORIAL ARRANGEMENTS (1943)Taguchi's orthogonal arrays are classical designs of experiments (1991)The 2 k-p Fractional Factorial Designs Part I (2000)Identifying parametric controls and dependencies in integrated assessment models using global sensitivity analysis (2014)From Infrastructure to Culture (2015)Response surface methodology for advanced manufacturing technology optimization: theoretical fundamentals, practical guidelines, and survey literature review (2019)An algorithm for fast optimal Latin hypercube design of experiments (2009)Adaptive sparse polynomial chaos expansion based on least angle regression (2010)A unified framework for stochastic optimization (2018)Design and Analysis of Experiments (1998)Necessary Condition Analysis (NCA) (2015)
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References

  • 1979Statistics for Experimenters: An Introduction to Design, Data Analysis and Model Building.2,003 cited
  • 2005Design and Analysis of Experiments962 cited
  • 1958Design and Analysis of Factorial Experiments468 cited
  • 2006Statistics for Experimenters: Design, Innovation and Discovery435 cited

Cited by

  • 2017Design of experiments and regression modelling in food flavour and sensory analysis: A review205 cited
  • 2013Design of experiments applications in bioprocessing: Concepts and approach126 cited
  • 2022Hyperparameter Tuning of Machine Learning Algorithms Using Response Surface Methodology: A Case Study of ANN, SVM, and DBN103 cited
  • 2019Model-assisted Design of Experiments as a concept for knowledge-based bioprocess development97 cited
  • 2018Model-based tools for optimal experiments in bioprocess engineering80 cited
  • 2017Model-Based Methods in the Biopharmaceutical Process Lifecycle76 cited
  • 2010Tuber melanosporum fermentation medium optimization by Plackett–Burman design coupled with Draper–Lin small composite design and desirability function76 cited
  • 2016Intensified design of experiments for upstream bioreactors56 cited
  • 2015Harnessing QbD, Programming Languages, and Automation for Reproducible Biology52 cited
  • 2013Model‐based design of experiments for cellular processes

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52 cited
  • 2018The Goldilocks Approach: A Review of Employing Design of Experiments in Prokaryotic Recombinant Protein Production51 cited
  • 2021Digital Twin Application for Model-Based DoE to Rapidly Identify Ideal Process Conditions for Space-Time Yield Optimization51 cited
  • 2019Design of Experiments As a Tool for Optimization in Recombinant Protein Biotechnology: From Constructs to Crystals47 cited
  • 2021Design of experiment (DOE) applied to artificial neural network architecture enables rapid bioprocess improvement47 cited
  • 2020Comparison of Modeling Methods for DoE‐Based Holistic Upstream Process Characterization46 cited
  • 2008Evaluation and optimization of hepatocyte culture media factors by design of experiments (DoE) methodology44 cited