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Combining Machine Learning and Simulation to a Hybrid Modelling Approach: Current and Future Directions
2 references·3 citing·21 second hop
Combining Machine Learning and Simulation to a Hybrid Modelling Approach: Current and Future Directions (2020)Combining Machine Learning and Simulation…Mechanistic models versus machine learning, a fight worth fighting for the biological community? (2018)Mechanistic models versus mac…Computer Simulations in Science and Engineering (2018)Computer Simulations in Scien…Integrated inventory control and scheduling decision framework for packaging and products on a reusable transport item sharing platform (2023)Integrated inventory control …Digitalisierung souverän gestalten II (2021)Digitalisierung souverän gest…Bus journey simulation to develop public transport predictive algorithms (2021)Bus journey simulation to dev…Verification of Computer Simulation Models (1967)Systems Simulation: The Art and Science (1976)Introduction to the art and science of simulation (1998)Dark Data as the New Challenge for Big Data Science and the Introduction of the Scientific Data Officer (2019)What is a Simulation Model? (2020)Connecting ethics and epistemology of AI (2023)Mental Models in Cognitive Science (1980)Forschungsmethoden und Evaluation (1995)Forschungsmethoden und Evaluation in den Sozial- und Humanwissenschaften (2015)1,500 scientists lift the lid on reproducibility (2016)Choosing Prediction Over Explanation in Psychology: Lessons From Machine Learning (2017)Artificial intelligence faces reproducibility crisis (2018)Discrete-Event System Simulation (1984)Returnable containers: an example of reverse logistics (1995)Sustainability of reusable packaging–Current situation and trends (2020)Circular economy strategies for life cycle management of returnable transport items (2023)Application of simulation and machine learning in supply chain management: A synthesis of the literature using the Sim-ML literature classification framework (2024)A systematic review of machine learning approaches in inventory control optimization (2025)The lost art of mathematical modelling (2023)The automated discovery of kinetic rate models – methodological frameworks (2024)Aligning generalization between humans and machines (2025)
this work references cited by second hop

References

  • 2018Mechanistic models versus machine learning, a fight worth fighting for the biological community?380 cited
  • 2018Computer Simulations in Science and Engineering60 cited

Cited by

  • 2023Integrated inventory control and scheduling decision framework for packaging and products on a reusable transport item sharing platform26 cited
  • 2021Digitalisierung souverän gestalten II9 cited
  • 2021Bus journey simulation to develop public transport predictive algorithms4 cited

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