Christian Troost
https://orcid.org/0000-0003-4626-7117
Christian Troost
Markus Müller
Livia Rasche
Thomas Berger 0002
OptiRePS - exploring options to reduce pesticide use in arable production at farm-level.
164-175
2026
GIL
https://doi.org/10.18420/giljt2026_13
conf/gil/2026
db/conf/gil/gil2026.html#TroostMR026
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.
106003
2024
175
Environ. Model. Softw.
https://doi.org/10.1016/j.envsoft.2024.106003
db/journals/envsoft/envsoft175.html#BergerBBCDFFLLLMMPRRSTWWWG24
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 0002
How to keep it adequate: A protocol for ensuring validity in agent-based simulation.
105559
2023
159
Environ. Model. Softw.
https://doi.org/10.1016/j.envsoft.2022.105559
db/journals/envsoft/envsoft159.html#TroostHBDFLLNPS23
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.
1515-1525
2023
GI-Jahrestagung
https://doi.org/10.18420/inf2023_155
conf/gi/2023
db/conf/gi/gi2023.html#MunzbergTRMSNSS23
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.
477-482
2023
GIL Jahrestagung
https://dl.gi.de/handle/20.500.12116/40295
conf/gil/2023
db/conf/gil/gil2023.html#ReinoschMMNSTSB23
Alexander Münzberg
Christian Troost
Daniel Martini
Francisco Mendoza 0004
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.
2022
AAAI Spring Symposium: MAKE
https://ceur-ws.org/Vol-3121/paper18.pdf
conf/aaaiss/2022make
db/conf/aaaiss/make2022.html#MunzbergTMMSBSR22
Alexander Münzberg
Christian Troost
Ansgar Bernardi
Using Transfer Learning for Quality Improved Forecasting of Temporal Agricultural Processes by Adapting Convolutional Neural Networks.
1495-1503
2022
GI-Jahrestagung
https://doi.org/10.18420/inf2022_128
conf/gi/2022
db/conf/gi/gi2022.html#MunzbergTB22
C. Michael Barton
Andrew R. Bell
Thomas Berger
Thomas Berger 0002
Uta Berger
Ansgar Bernardi
Émile J. L. Chappin
Hedwig van Delden
Gunnar Dreßler
Tatiana Filatova
Thibault Fronville
Volker Grimm
Robert Huber
Quang Bao Le
Allen Lee
Melvin Lippe
E. Emiel van LoonEmiel van Loon
Iris Lorscheid
Daniel Martini
Francisco Mendoza 0004
Matthias Meyer
Birgit Müller
Markus Müller
Alexander Münzberg
Leila Niamir
Alexander Niehus
Cyril Piou
J. Gareth Polhill
Viktoriia Radchuk
Livia Rasche
Nils Reinosch
Nicholas Roxburgh
Lennart Schüler
Liv Seuring
Rajiv Kumar Srivastava
Thilo Streck
Zhan-Li SunZhanli Sun
Nanda Wijermans
Timothy G. Williams
Marie-Christin Wimmler