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2020 – today
- 2024
[j2]Uta Berger
, Andrew R. Bell, C. Michael Barton, Émile J. L. Chappin, Gunnar Dreßler, Tatiana Filatova, Thibault Fronville, Allen Lee, Emiel van Loon, Iris Lorscheid, Matthias Meyer, Birgit Müller, Cyril Piou, Viktoriia Radchuk, Nicholas Roxburgh, Lennart Schüler, Christian Troost, Nanda Wijermans, Timothy G. Williams, Marie-Christin Wimmler, Volker Grimm:
Towards reusable building blocks for agent-based modelling and theory development. Environ. Model. Softw. 175: 106003 (2024)- 2023
- [j1]Christian Troost, Robert Huber, Andrew R. Bell, Hedwig van Delden, Tatiana Filatova, Quang Bao Le, Melvin Lippe, Leila Niamir, J. Gareth Polhill, Zhanli Sun, Thomas Berger:
How to keep it adequate: A protocol for ensuring validity in agent-based simulation. Environ. Model. Softw. 159: 105559 (2023) - [c4]Alexander Münzberg, Christian Troost, Nils Reinosch, Daniel Martini, Liv Seuring, Alexander Niehus, Rajiv Kumar Srivastava, Thilo Streck, Thomas Berger, Ansgar Bernardi:
Landwirtschaftliche Ertragsvorhersage im Kontext begrenzter realer Trainingsdatensätze: ein Transfer-Learning-Ansatz unter Verwendung tieferneuronalerNetze. GI-Jahrestagung 2023: 1515-1525 - [c3]Nils Reinosch, Alexander Münzberg, Daniel Martini, Alexander Niehus, Liv Seuring, Christian Troost, Rajiv Kumar Srivastava, Thomas Berger, Thilo Streck, Ansgar Bernardi:
SIMLEARN - Ontologiegestützte Integration von Simulationsmodellen, Systemen für maschinelles Lernen und Planungsdaten. GIL Jahrestagung 2023: 477-482 - 2022
- [c2]Alexander Münzberg, Christian Troost, Daniel Martini, Francisco Mendoza, Rajiv Kumar Srivastava, Thomas Berger, Liv Seuring, Nils Reinosch, Thilo Streck, Ansgar Bernardi:
Machine Learning on Simulated and Real Farm Data Based on an Ontology-Controlled Data Infrastructure. AAAI Spring Symposium: MAKE 2022 - [c1]Alexander Münzberg, Christian Troost, Ansgar Bernardi:
Using Transfer Learning for Quality Improved Forecasting of Temporal Agricultural Processes by Adapting Convolutional Neural Networks. GI-Jahrestagung 2022: 1495-1503
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