On the public citation graph

Mechanistic Mathematical Models as a Basis for Digital Twins

https://doi.org/10.1007/10_2020_152

0 signed · 182 inferred · view as graph

Inferred edges come from two machine sources: sweeps of open repository metadata (mostly SSRN and Zenodo), and a bulk OpenAlex citation snapshot. Every row below is labelled with the one it came from. Neither is a complete citation index — absence here is not evidence of absence.

Is this your work? Sign in with ORCID and put your name on the claims that are yours.

Claim with ORCID

Reference health. See whether every reference in this work resolves to a known work and none has been retracted — and get a dated CiteStamped badge you can embed.

See reference health

What this work says

Outgoing claims: the papers this work cites, builds on, or argues with.

inferredcites →https://doi.org/10.1002/(sici)1097-0290(19980205)57:3<321::aid-bit9>3.0.co;2-jopenalex-snapshot

Growth and product formation ofAspergillus oryzae during submerged cultivations: Verification of a morphologically structured model using fluorescent probes

inferredcites →https://doi.org/10.1002/(sici)1097-4571(199512)46:10<791::aid-asi12>3.0.co;2-hopenalex-snapshot

Essentials of fuzzy modeling and control

inferredcites →https://doi.org/10.1002/9783527683369.ch16openalex-snapshot

Operator Training Simulators for Bioreactors

inferredcites →https://doi.org/10.1002/bit.10132openalex-snapshot

Hybrid model building methodology using unsupervised fuzzy clustering and supervised neural networks

inferredcites →https://doi.org/10.1002/bit.25457openalex-snapshot

On the model‐based optimization of secreting mammalian cell (GS‐NS0) cultures

inferredcites →https://doi.org/10.1002/bit.260100602openalex-snapshot

A mathematical model for the continuous culture of microorganisms utilizing inhibitory substrates

inferredcites →https://doi.org/10.1002/bit.260120507openalex-snapshot

Differentiation and product formation in molds

inferredcites →https://doi.org/10.1002/bit.260130609openalex-snapshot

Production of gramicidin S in batch and continuous culture

inferredcites →https://doi.org/10.1002/bit.260280620openalex-snapshot

Growth of Saccharomyces cerevisiae is controlled by its limited respiratory capacity: Formulation and verification of a hypothesis

inferredcites →https://doi.org/10.1002/bit.260340412openalex-snapshot

A structured kinetic modeling framework for the dynamics of hybridoma growth and monoclonal antibody production in continuous suspension cultures

inferredcites →https://doi.org/10.1002/bit.260360502openalex-snapshot

Dynamic model development for a continuous culture of Saccharomyces cerevisiae

inferredcites →https://doi.org/10.1002/bit.260380102openalex-snapshot

Structured modeling of a microbial system: I. A theoretical study of lactic acid fermentation

inferredcites →https://doi.org/10.1002/bit.260410706openalex-snapshot

A Simple morphologically structured model describing the growth of filamentous microorganisms

inferredcites →https://doi.org/10.1002/bit.26828openalex-snapshot

Model‐based identification of cell‐cycle‐dependent metabolism and putative autocrine effects in antibody producing CHO cell culture

inferredcites →https://doi.org/10.1002/bit.27124openalex-snapshot

Process‐induced cell cycle oscillations in CHO cultures: Online monitoring and model‐based investigation

inferredcites →https://doi.org/10.1002/btpr.1664openalex-snapshot

Process model comparison and transferability across bioreactor scales and modes of operation for a mammalian cell bioprocess

inferredcites →https://doi.org/10.1002/btpr.2006openalex-snapshot

Synchronized mammalian cell culture: Part II—population ensemble modeling and analysis for development of reproducible processes

inferredcites →https://doi.org/10.1002/btpr.284openalex-snapshot

Modeling kinetics of a large‐scale fed‐batch CHO cell culture by Markov chain Monte Carlo method

inferredcites →https://doi.org/10.1002/ceat.201600639openalex-snapshot

Modeling Suspension Cultures of Microbial and Mammalian Cells with an Adaptable Six‐Compartment Model

inferredcites →https://doi.org/10.1002/cite.200390093openalex-snapshot

Fed‐Batch‐Kultivierung tierischer Zellen – Eine Herausforderung zur adaptiven, modellbasierten Steuerung

inferredcites →https://doi.org/10.1002/cite.200590329openalex-snapshot

Ein Entwicklungswerkzeug für den effizienten Entwurf von Operator‐Training‐Systemen (OTS)

inferredcites →https://doi.org/10.1002/elsc.201200012openalex-snapshot

Model‐based optimization and pO2 control of fed‐batch Escherichia coli and Saccharomyces cerevisiae cultivation processes

inferredcites →https://doi.org/10.1002/jbmte.390010408openalex-snapshot

Transient and steady states in continuous fermentaion. Theory and experiment

inferredcites →https://doi.org/10.1002/jbmte.390030111openalex-snapshot

Mathematical models for the product accumulation in microbiolgical processes

inferredcites →https://doi.org/10.1002/jctb.1789openalex-snapshot

Unstructured mathematical model for biomass, lactic acid and bacteriocin production by lactic acid bacteria in batch fermentation

inferredcites →https://doi.org/10.1002/jctb.4079openalex-snapshot

Virtual bioreactor cultivation for operator training and simulation: application to ethanol and protein production

inferredcites →https://doi.org/10.1002/jctb.5583openalex-snapshot

Operator training simulators for biorefineries: current position and future directions

inferredcites →https://doi.org/10.1007/3-540-08990-x_21openalex-snapshot

Statistical models of cell populations

inferredcites →https://doi.org/10.1007/978-1-4419-9688-6openalex-snapshot

Bioreaction Engineering Principles

inferredcites →https://doi.org/10.1007/978-1-4613-8748-0openalex-snapshot

Bioprocess Technology

inferredcites →https://doi.org/10.1007/978-1-4757-4645-7openalex-snapshot

Bioreaction Engineering Principles

inferredcites →https://doi.org/10.1007/978-3-642-36838-7openalex-snapshot

Measurement, Monitoring, Modelling and Control of Bioprocesses

inferredcites →https://doi.org/10.1007/978-3-662-54042-8openalex-snapshot

Bioprozesstechnik

inferredcites →https://doi.org/10.1007/978-94-009-1141-3_9openalex-snapshot

Mathematical Simulation of Anaerobic Stratified Biofilm Processes

inferredcites →https://doi.org/10.1007/bf00166238openalex-snapshot

Effect of product inhibition on lactic acid fermentation: simulation and modelling

inferredcites →https://doi.org/10.1007/bf00369551openalex-snapshot

Optimization of fed-batch culture of hybridoma cells using dynamic programming: single and multi feed cases

inferredcites →https://doi.org/10.1007/bf01049205openalex-snapshot

A modified unstructured mathemathical model for the penicillin G fed-batch fermentation

inferredcites →https://doi.org/10.1007/s00253-001-0846-yopenalex-snapshot

Modelling and optimization of environmental conditions for kefiran production by Lactobacillus kefiranofaciens

inferredcites →https://doi.org/10.1007/s00449-002-0305-xopenalex-snapshot

Model-based optimization of viral capsid protein production in fed-batch culture of recombinant Escherichia coli

inferredcites →https://doi.org/10.1007/s00449-004-0385-xopenalex-snapshot

Hybrid process models for process optimisation, monitoring and control

inferredcites →https://doi.org/10.1007/s00449-005-0415-3openalex-snapshot

Estimation of optimal feeding strategies for fed-batch bioprocesses

inferredcites →https://doi.org/10.1007/s00449-012-0754-9openalex-snapshot

Efficient feeding profile optimization for recombinant protein production using physiological information

inferredcites →https://doi.org/10.1007/s00449-019-02089-7openalex-snapshot

Model-assisted Design of Experiments as a concept for knowledge-based bioprocess development

inferredcites →https://doi.org/10.1007/s00449-020-02478-3openalex-snapshot

Model-assisted DoE software: optimization of growth and biocatalysis in Saccharomyces cerevisiae bioprocesses

inferredcites →https://doi.org/10.1007/s10295-007-0244-2openalex-snapshot

Minimizing acetate formation in E. coli fermentations

inferredcites →https://doi.org/10.1007/s10616-010-9320-yopenalex-snapshot

Increasing batch-to-batch reproducibility of CHO cultures by robust open-loop control

inferredcites →https://doi.org/10.1016/0022-5193(67)90200-7openalex-snapshot

A model of cell growth dynamics

inferredcites →https://doi.org/10.1016/0168-1656(94)90189-9openalex-snapshot

Bioprocess optimization and control: Application of hybrid modelling

inferredcites →https://doi.org/10.1016/0168-1656(94)90196-1openalex-snapshot

Functional state modeling and fuzzy control of fed-batch aerobic baker's yeast process

inferredcites →https://doi.org/10.1016/0168-1656(96)01535-0openalex-snapshot

Modelling hybridoma cell growth and metabolism — a comparison of selected models and data

inferredcites →https://doi.org/10.1016/0168-3659(92)90106-2openalex-snapshot

Bioprocess engineering: Basic concepts

inferredcites →https://doi.org/10.1016/0922-338x(90)90030-zopenalex-snapshot

An expert approach for control of fermentation processes as variable structure plants

inferredcites →https://doi.org/10.1016/0922-338x(92)90265-vopenalex-snapshot

Neuro-fuzzy control of bioreactor systems with pattern recognition

inferredcites →https://doi.org/10.1016/b978-0-444-63663-8.00016-1openalex-snapshot

Advanced Process and Control Strategies for Bioreactors

inferredcites →https://doi.org/10.1016/c2013-0-00186-7openalex-snapshot

Principles of Fermentation Technology

inferredcites →https://doi.org/10.1016/c2019-0-00455-4openalex-snapshot

Current Developments in Biotechnology and Bioengineering

inferredcites →https://doi.org/10.1016/j.aca.2008.06.011openalex-snapshot

Model based substrate set point control of yeast cultivation processes based on FIA measurements

inferredcites →https://doi.org/10.1016/j.bej.2004.07.012openalex-snapshot

Modelling and optimization of fed-batch fermentation processes using dynamic neural networks and genetic algorithms

inferredcites →https://doi.org/10.1016/j.bej.2012.11.005openalex-snapshot

Macroscopic modelling of overflow metabolism and model based optimization of hybridoma cell fed-batch cultures

inferredcites →https://doi.org/10.1016/j.cej.2006.10.015openalex-snapshot

Model based control of a yeast fermentation bioreactor using optimally designed artificial neural networks

inferredcites →https://doi.org/10.1016/j.cej.2008.08.005openalex-snapshot

Modelling and nonlinear predictive control of a yeast fermentation biochemical reactor using neural networks

inferredcites →https://doi.org/10.1016/j.cep.2007.02.030openalex-snapshot

A model-based estimation of the profit function for the continuous fermentation of baker's yeast

inferredcites →https://doi.org/10.1016/j.ces.2014.07.059openalex-snapshot

Off-line optimization of baker׳s yeast production process

inferredcites →https://doi.org/10.1016/j.cirp.2017.04.038openalex-snapshot

Toward a Digital Twin for real-time geometry assurance in individualized production

inferredcites →https://doi.org/10.1016/j.compchemeng.2006.05.039openalex-snapshot

Bioprocess control: Advances and challenges

inferredcites →https://doi.org/10.1016/j.compchemeng.2011.12.010openalex-snapshot

Nonlinear model predictive control of fed-batch cultures of micro-organisms exhibiting overflow metabolism: Assessment and robustness

inferredcites →https://doi.org/10.1016/j.compchemeng.2013.08.008openalex-snapshot

Hybrid semi-parametric modeling in process systems engineering: Past, present and future

inferredcites →https://doi.org/10.1016/j.conengprac.2005.05.007openalex-snapshot

Modelling, on-line state estimation and fuzzy control of production scale fed-batch baker's yeast fermentation

inferredcites →https://doi.org/10.1016/j.enzmictec.2007.03.005openalex-snapshot

A generalised unstructured model for batch cultures of Lactobacillus helveticus

inferredcites →https://doi.org/10.1016/j.fbp.2014.09.007openalex-snapshot

Developing a detailed kinetic model for the production of yogurt starter bacteria in single strain cultures

inferredcites →https://doi.org/10.1016/j.ifacol.2015.06.141openalex-snapshot

About The Importance of Autonomy and Digital Twins for the Future of Manufacturing

inferredcites →https://doi.org/10.1016/j.ifacol.2015.09.022openalex-snapshot

Model Predictive Control in Industry: Challenges and Opportunities

inferredcites →https://doi.org/10.1016/j.jbiotec.2006.06.004openalex-snapshot

Open-loop control of the biomass concentration within the growth phase of recombinant protein production processes

inferredcites →https://doi.org/10.1016/j.jbiotec.2014.02.022openalex-snapshot

Operator training in recombinant protein production using a structured simulator model

inferredcites →https://doi.org/10.1016/j.jbiotec.2014.06.022openalex-snapshot

Kinetic modeling of plasmid bioproduction in Escherichia coli DH5α cultures over different carbon-source compositions

inferredcites →https://doi.org/10.1016/j.jbiotec.2017.01.008openalex-snapshot

A review of control strategies for manipulating the feed rate in fed-batch fermentation processes

inferredcites →https://doi.org/10.1016/j.jprocont.2006.02.003openalex-snapshot

A practical robust control scheme for yeast fed-batch cultures – An experimental validation

inferredcites →https://doi.org/10.1016/j.jprocont.2007.01.019openalex-snapshot

Oxygen control for an industrial pilot-scale fed-batch filamentous fungal fermentation

inferredcites →https://doi.org/10.1016/j.jprocont.2013.11.005openalex-snapshot

Model predictive control for batch processes: Ensuring validity of predictions

inferredcites →https://doi.org/10.1016/j.jprocont.2014.02.007openalex-snapshot

Glucose concentration control of a fed-batch mammalian cell bioprocess using a nonlinear model predictive controller

inferredcites →https://doi.org/10.1016/j.jprocont.2016.04.012openalex-snapshot

Nonlinear model predictive control of fed-batch fermentations using dynamic flux balance models

inferredcites →https://doi.org/10.1016/j.renene.2015.07.054openalex-snapshot

Modelling and prediction of bioethanol production from intermediates and byproduct of sugar beet processing using neural networks

inferredcites →https://doi.org/10.1016/s0019-9958(65)90241-xopenalex-snapshot

Fuzzy sets

inferredcites →https://doi.org/10.1016/s0065-2377(08)60275-6openalex-snapshot

Dynamics of Microbial Cell Populations

inferredcites →https://doi.org/10.1016/s0098-1354(02)00127-8openalex-snapshot

A modular simulation package for fed-batch fermentation: penicillin production

inferredcites →https://doi.org/10.1016/s0098-1354(96)00003-8openalex-snapshot

Experiment design considerations for non-linear system identification using neural networks

inferredcites →https://doi.org/10.1016/s0168-1656(00)00211-xopenalex-snapshot

Application of model-predictive control based on artificial neural networks to optimize the fed-batch process for riboflavin production

inferredcites →https://doi.org/10.1016/s0922-338x(97)87318-7openalex-snapshot

Global and local neural network models in biotechnology: Application to different cultivation processes

inferredcites →https://doi.org/10.1016/s0959-1524(03)00044-1openalex-snapshot

Integrated condition monitoring and control of fed-batch fermentation processes

inferredcites →https://doi.org/10.1016/s1369-703x(99)00041-8openalex-snapshot

An unstructured kinetic model of macromolecular metabolism in batch and fed-batch cultures of hybridoma cells producing monoclonal antibody

inferredcites →https://doi.org/10.1016/s1389-1723(02)80197-9openalex-snapshot

Fuzzy Modeling and Control of Biological Processes.

inferredcites →https://doi.org/10.1016/s1474-6670(17)48720-9openalex-snapshot

OLFO Controller Performance Study Using Mathematical Fermentation Models of Different Complexity

inferredcites →https://doi.org/10.1017/9781108123891openalex-snapshot

Practical Bayesian Inference: A Primer for Physical Scientists

inferredcites →https://doi.org/10.1021/bp0155181openalex-snapshot

Modeling and Advanced Control of Recombinant Zymomonas mobilis Fed‐Batch Fermentation

inferredcites →https://doi.org/10.1021/bp020035yopenalex-snapshot

Adaptive, Model‐Based Control by the Open‐Loop‐Feedback‐Optimal (OLFO) Controller for the Effective Fed‐Batch Cultivation of Hybridoma Cells

inferredcites →https://doi.org/10.1080/13102818.2001.10819145openalex-snapshot

Functional States Modelling of Batch Aerobic Yeast Growth Process

inferredcites →https://doi.org/10.1080/13102818.2014.934550openalex-snapshot

Functional state modelling approach validation for yeast and bacteria cultivations

inferredcites →https://doi.org/10.1093/comjnl/7.4.308openalex-snapshot

A Simplex Method for Function Minimization

inferredcites →https://doi.org/10.1093/oxfordjournals.aob.a089000openalex-snapshot

Optima and Limiting Factors

inferredcites →https://doi.org/10.1099/00221287-21-1-40openalex-snapshot

Kinetics of Bacterial Growth: Relationship between Population Density and Specific Growth Rate of Continuous Cultures

inferredcites →https://doi.org/10.1099/00221287-44-2-149openalex-snapshot

The Crabtree Effect: A Regulatory System in Yeast

inferredcites →https://doi.org/10.1109/acc.2005.1470473openalex-snapshot

Population modeling for ethanol productivity optimization in fed-batch yeast fermenters

inferredcites →https://doi.org/10.1109/mmul.2018.023121167openalex-snapshot

Digital Twins: The Convergence of Multimedia Technologies

inferredcites →https://doi.org/10.1111/j.1749-6632.1979.tb14150.xopenalex-snapshot

A MATHEMATICAL MODEL FOR THE GROWTH OF A SINGLE BACTERIAL CELL*

inferredcites →https://doi.org/10.1128/aem.60.7.2627-2636.1994openalex-snapshot

Kinetics and Modeling of Lactic Acid Production by Lactobacillus plantarum

inferredcites →https://doi.org/10.1146/annurev.mi.03.100149.002103openalex-snapshot

THE GROWTH OF BACTERIAL CULTURES

inferredcites →https://doi.org/10.1515/revce-2013-0027openalex-snapshot

Operator training simulators in the chemical industry: review, issues, and future directions

inferredcites →https://doi.org/10.1524/auto.2007.55.5.211openalex-snapshot

Rechnergestützte halbautomatische Modellierung biotechnologischer Prozesse (Semiautomatic Modeling of Biotechnical Processes)

inferredcites →https://doi.org/10.2225/vol10-issue1-fulltext-11openalex-snapshot

Isolation and characterization of hydrocarbon producing green alga Botryococcus braunii from Indian freshwater bodies

inferredcites →https://doi.org/10.2225/vol10-issue4-fulltext-5openalex-snapshot

Multiple model approach to modelling of Escherichia coli fed-batch cultivation extracellular production of bacterial phytase

inferredcites →https://doi.org/10.23919/acc.1990.4790993openalex-snapshot

Experimental Design of Fermentations for Model Identification

inferredcites →https://doi.org/10.2514/6.2012-1818openalex-snapshot

The Digital Twin Paradigm for Future NASA and U.S. Air Force Vehicles

inferredcites →https://doi.org/10.25300/misq/2019/15117openalex-snapshot

Seeing the Forest and the Trees: A Meta-Analysis of the Antecedents to Information Security Policy Compliance1

inferredcites →https://doi.org/10.3182/20100707-3-be-2012.0024openalex-snapshot

Operator Training Simulator for Anaerobic Digestion Processes

inferredcites →https://doi.org/10.3182/20120215-3-at-3016.00114openalex-snapshot

Macroscopic Modelling of Overflow Metabolism in Fed-batch Cultures of Hybridoma Cells

inferredcites →https://doi.org/10.3182/20131216-3-in-2044.00045openalex-snapshot

Hybridoma cell culture optimization using nonlinear model predictive control

inferredcites →https://doi.org/10.3303/cet1439091openalex-snapshot

Resource Efficiency Studies using a New Operator Training Simulator for a Bioethanol Plant

inferredcites →https://doi.org/10.3390/pr7020094openalex-snapshot

Accelerating Biologics Manufacturing by Modeling or: Is Approval under the QbD and PAT Approaches Demanded by Authorities Acceptable without a Digital-Twin?

inferredcites →https://doi.org/10.3390/systems7010007openalex-snapshot

Leveraging Digital Twin Technology in Model-Based Systems Engineering

inferredcites →https://doi.org/10.4067/s0717-34582007000400012openalex-snapshot

Multiple model approach to modelling of Escherichia coli fed-batch cultivation extracellular production of bacterial phytase

inferredcites →https://doi.org/10.5772/intechopen.82195openalex-snapshot

Fermentation: Metabolism, Kinetic Models, and Bioprocessing

inferredcites →https://doi.org/10.5860/choice.29-2151openalex-snapshot

Neural networks and fuzzy systems: a dynamical systems approach to machine intelligence

inferredcites →https://doi.org/10.7551/mitpress/6140.001.0001openalex-snapshot

Seeing the Forest and the Trees

What points at this work

Incoming claims: where this work appears in other papers’ reference lists and arguments.

inferred← citeshttps://doi.org/10.2139/ssrn.4819099openalex-extracted

Towards a Model-Based Predictive Control of Saccharomyces Cerevisiae Cultivation Using Multiple Carbon Sources and Urea for Mini-Bioreactor Actuated by Peltier Module

inferred← citeshttps://doi.org/10.1002/bit.27803openalex-snapshot

Downstream processing for influenza vaccines and candidates: An update

inferred← citeshttps://doi.org/10.1002/bit.28503openalex-snapshot

Hybrid modeling in bioprocess dynamics: Structural variabilities, implementation strategies, and practical challenges

inferred← citeshttps://doi.org/10.1002/bit.28851openalex-snapshot

Physics‐informed neural networks for biopharmaceutical cultivation processes: Consideration of varying process parameter settings

inferred← citeshttps://doi.org/10.1002/cite.202500028openalex-snapshot

Neuartiges Prozessleitsystem für Bioprozesse mit modellassistierten Optimierungswerkzeugen

inferred← citeshttps://doi.org/10.1007/978-3-031-45669-5_8openalex-snapshot

Production of Complex Proteins in Plants: From Farming to Manufacturing

inferred← citeshttps://doi.org/10.1007/978-3-031-75700-6_2openalex-snapshot

Digitale Zwillinge und ihre Rolle im modellgestützten Design von Experimenten

inferred← citeshttps://doi.org/10.1007/978-3-031-96641-5_63openalex-snapshot

Twin Benefits: A Study on the Implementation of Digital Twin in Crypto Mining Optimization

inferred← citeshttps://doi.org/10.1007/978-3-032-17514-4_12openalex-snapshot

Simultaneous Process and Mathematical Model Design for Microbial Cultivations

inferred← citeshttps://doi.org/10.1007/s00158-023-03488-xopenalex-snapshot

Digital twins for the designs of systems: a perspective

inferred← citeshttps://doi.org/10.1007/s00203-026-04825-6openalex-snapshot

Genetically engineered lipases: advances in expression and upscaling for industrial applications

inferred← citeshttps://doi.org/10.1007/s00449-020-02478-3openalex-snapshot

Model-assisted DoE software: optimization of growth and biocatalysis in Saccharomyces cerevisiae bioprocesses

inferred← citeshttps://doi.org/10.1007/s00449-025-03222-5openalex-snapshot

Advancing hybrid modeling of Saccharomyces cerevisiae fermentation with mixed carbon sources and urea in a mini-stirred tank reactor

inferred← citeshttps://doi.org/10.1007/s12393-026-09450-zopenalex-snapshot

Application of Artificial Intelligence–Based Methods for Foam Monitoring and Control in Fermentative Bioprocesses

inferred← citeshttps://doi.org/10.1016/b978-0-323-91167-2.00016-2openalex-snapshot

Modeling and optimization of bioreactor processes

inferred← citeshttps://doi.org/10.1016/j.biotechadv.2024.108378openalex-snapshot

A roadmap for model-based bioprocess development

inferred← citeshttps://doi.org/10.1016/j.btre.2021.e00640openalex-snapshot

Generic and specific recurrent neural network models: Applications for large and small scale biopharmaceutical upstream processes

inferred← citeshttps://doi.org/10.1016/j.ceja.2025.100775openalex-snapshot

Hybridised mechanistic and machine learning digital twins for modelling and optimising chemical processes in flow: A comparative analysis of parallel and series-based hybridisation

inferred← citeshttps://doi.org/10.1016/j.coche.2021.100691openalex-snapshot

Moving towards an era of hybrid modelling: advantages and challenges of coupling mechanistic and data-driven models for upstream pharmaceutical bioprocesses

inferred← citeshttps://doi.org/10.1016/j.compchemeng.2022.108073openalex-snapshot

SimDFBA: A framework for bioprocess simulation and development

inferred← citeshttps://doi.org/10.1016/j.eij.2023.100406openalex-snapshot

Federated learning optimization: A computational blockchain process with offloading analysis to enhance security

inferred← citeshttps://doi.org/10.1016/j.ijhydene.2025.02.440openalex-snapshot

Advancing hydrogen safety and reliability through digital twins: Applications, models, and future prospects

inferred← citeshttps://doi.org/10.1016/j.lwt.2026.119616openalex-snapshot

Precision fermentation of probiotic black rice: A digital twin framework integrating soft sensing and molecular co-pigmentation

inferred← citeshttps://doi.org/10.1016/j.measurement.2023.112864openalex-snapshot

Research on digital twin based temperature field monitoring system for LNG storage tanks

inferred← citeshttps://doi.org/10.1016/j.rcim.2023.102667openalex-snapshot

A multi-dimensional evolution modeling method for digital twin process model

inferred← citeshttps://doi.org/10.1016/j.tibtech.2021.04.003openalex-snapshot

Validation Is Not Verification: Precise Terminology and Scientific Methods in Bioprocess Modeling

inferred← citeshttps://doi.org/10.1038/s44286-026-00392-1openalex-snapshot

A knowledge graph framework for digital twins of chemical processes

inferred← citeshttps://doi.org/10.1039/d4dd00127copenalex-snapshot

Bioprocessing 4.0: a pragmatic review and future perspectives

inferred← citeshttps://doi.org/10.1051/bioconf/20236802040openalex-snapshot

Management tool for oenological decision-making: Modeling and optimization of a hybrid model for fermentative maceration of Cabernet Sauvignon

inferred← citeshttps://doi.org/10.1109/access.2023.3259063openalex-snapshot

Attack Resilient Cloud-Based Control Systems for Industry 4.0

inferred← citeshttps://doi.org/10.1109/icisaa62385.2024.10828934openalex-snapshot

Enhancing the Security of Industrial Cyber-Physical Systems using AI Algorithms

inferred← citeshttps://doi.org/10.1109/jbhi.2024.3521717openalex-snapshot

DECIDE-Twin: A Framework for AI-Enabled Digital Twins in Clinical Decision-Making

inferred← citeshttps://doi.org/10.1109/jrfid.2024.3387996openalex-snapshot

Digital Twin Models: Functions, Challenges, and Industry Applications

inferred← citeshttps://doi.org/10.1109/smc54092.2024.10831941openalex-snapshot

Perspectives-Observer-Transparency – A Novel Paradigm for Modelling the Human in Human-To-Anything Interaction Based on a Structured Review of the Human Digital Twin

inferred← citeshttps://doi.org/10.1109/tim.2025.3556830openalex-snapshot

Comprehensive Analysis on Machine Learning Approaches for Interpretable and Stable Soft Sensors

inferred← citeshttps://doi.org/10.1155/2022/3048038openalex-snapshot

Examining the Effect of Cyber Twin and Blockchain Technologies for Industrial Applications Using AI

inferred← citeshttps://doi.org/10.1371/journal.pone.0286120openalex-snapshot

Blockchain-secure patient Digital Twin in healthcare using smart contracts

inferred← citeshttps://doi.org/10.14710/presipitasi.v21i1.26-40openalex-snapshot

Incorporating Inhibition Effects and Hydrolysis Biokinetics into the Mathematical Model of Anaerobic Fermentation

inferred← citeshttps://doi.org/10.1515/psr-2022-0105openalex-snapshot

Bioprocess intensification with model-assisted DoE-strategies for the production of biopharmaceuticals

inferred← citeshttps://doi.org/10.20517/ais.2026.37openalex-snapshot

The AI-powered orthopedic digital twin: a new paradigm for personalized diagnosis, surgical simulation, and prognostic management - a scoping review

inferred← citeshttps://doi.org/10.21203/rs.3.rs-4707183/v1openalex-snapshot

Quantum-Enhanced Blockchain and Digital Twin Integration for Enhanced Healthcare Data Security

inferred← citeshttps://doi.org/10.32628/shisrrj225892openalex-snapshot

Conceptual Framework for Performance-Based Design of Pavement Structures Under Variable Loading Conditions

inferred← citeshttps://doi.org/10.3389/fbioe.2022.1009102openalex-snapshot

The use of predictive models to develop chromatography-based purification processes

inferred← citeshttps://doi.org/10.3390/app11125576openalex-snapshot

A Digital Twins Machine Learning Model for Forecasting Disease Progression in Stroke Patients

inferred← citeshttps://doi.org/10.3390/app132212162openalex-snapshot

Digital Twin-Based Vibration Monitoring of Plant Factory Transplanting Machine

inferred← citeshttps://doi.org/10.3390/bioengineering10020229openalex-snapshot

rAAV Manufacturing: The Challenges of Soft Sensing during Upstream Processing

inferred← citeshttps://doi.org/10.3390/en16052307openalex-snapshot

A Comprehensive Review of Shipboard Power Systems with New Energy Sources

inferred← citeshttps://doi.org/10.3390/fermentation10090463openalex-snapshot

A New Concept for the Rapid Development of Digital Twin Core Models for Bioprocesses in Various Reactor Designs

inferred← citeshttps://doi.org/10.3390/fermentation7030163openalex-snapshot

Modeling and Use of Inter-Criteria Decision Analysis for Selecting Growth Rate Models for Batch Cultivation of Yeast Kluyveromyces marxianus var. lactis MC 5

inferred← citeshttps://doi.org/10.3390/membranes11060407openalex-snapshot

Rational Design Method Based on Techno-Economic Principles for Integration of Organic/Organic Pervaporation with Lipase Catalyzed Transesterification

inferred← citeshttps://doi.org/10.3390/pr10040662openalex-snapshot

Holistic Process Models: A Bayesian Predictive Ensemble Method for Single and Coupled Unit Operation Models

inferred← citeshttps://doi.org/10.3390/pr12081635openalex-snapshot

Hybrid Modeling for On-Line Fermentation Optimization and Scale-Up: A Review

inferred← citeshttps://doi.org/10.3390/pr8101313openalex-snapshot

NMPC-Based Workflow for Simultaneous Process and Model Development Applied to a Fed-Batch Process for Recombinant C. glutamicum

inferred← citeshttps://doi.org/10.3390/pr9030447openalex-snapshot

Digital Twins for Tissue Culture Techniques—Concepts, Expectations, and State of the Art

inferred← citeshttps://doi.org/10.3390/pr9101734openalex-snapshot

Development of a Digital Twin for Enzymatic Hydrolysis Processes

inferred← citeshttps://doi.org/10.3390/s24020653openalex-snapshot

How Not to Make the Joint Extended Kalman Filter Fail with Unstructured Mechanistic Models

inferred← citeshttps://doi.org/10.3390/w17202957openalex-snapshot

Digital Twin Applications in the Water Sector: A Review

inferred← citeshttps://doi.org/10.5937/sjm17-37281openalex-snapshot

Introduction of a new flexible human resources planning system based on digital twin approach: A case study

inferred← citeshttps://doi.org/10.9734/jerr/2024/v26i91265openalex-snapshot

Digital Twin-driven Health Operation and Maintenance Strategies for Complex Equipment with Self-healing Capabilities

Editorial review for independent work. ICSAC — the Institute for Complexity Science and Advanced Computing — runs a structured editorial panel for researchers publishing outside journals, and publishes on CiteStamp rails. Submission is free and goes through ORCID: icsacinstitute.org/submit.