Dominik G. Grimm

According to our database, Dominik G. Grimm authored at least 27 papers between 2004 and 2025.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2025

Deep reinforcement learning enables conceptual design of processes for separating azeotropic mixtures without prior knowledge.

Quirin Göttl, Jonathan Pirnay, Jakob Burger, Dominik G. Grimm

Comput. Chem. Eng., 2025

2024

Self-Improvement for Neural Combinatorial Optimization: Sample Without Replacement, but Improvement.

Jonathan Pirnay, Dominik G. Grimm

Trans. Mach. Learn. Res., 2024

Forecasting seasonally fluctuating sales of perishable products in the horticultural industry.

Josef Eiglsperger, Florian Haselbeck, Viola Stiele, Claudia Guadarrama Serrano, Kelly Lim-Trinh, Klaus Menrad, Thomas Hannus, Dominik G. Grimm

Expert Syst. Appl., 2024

GraphXForm: Graph transformer for computer-aided molecular design with application to extraction.

Jonathan Pirnay, Jan G. Rittig, Alexander B. Wolf, Martin Grohe, Jakob Burger, Alexander Mitsos, Dominik G. Grimm

CoRR, 2024

Take a Step and Reconsider: Sequence Decoding for Self-Improved Neural Combinatorial Optimization.

Jonathan Pirnay, Dominik G. Grimm

Proceedings of the ECAI 2024 - 27th European Conference on Artificial Intelligence, 19-24 October 2024, Santiago de Compostela, Spain, 2024

2023

Convex Envelope Method for determining liquid multi-phase equilibria in systems with arbitrary number of components.

Quirin Göttl, Jonathan Pirnay, Dominik G. Grimm, Jakob Burger

Comput. Chem. Eng., September, 2023

Deep reinforcement learning uncovers processes for separating azeotropic mixtures without prior knowledge.

Quirin Göttl, Jonathan Pirnay, Jakob Burger, Dominik G. Grimm

CoRR, 2023

Policy-Based Self-Competition for Planning Problems.

Jonathan Pirnay, Quirin Göttl, Jakob Burger, Dominik Gerhard Grimm

Proceedings of the Eleventh International Conference on Learning Representations, 2023

2022

Deep learning-based early weed segmentation using motion blurred UAV images of sorghum fields.

Nikita Genze, Raymond Ajekwe, Zeynep Güreli, Florian Haselbeck, Michael Grieb, Dominik G. Grimm

Comput. Electron. Agric., 2022

Efficient permutation-based genome-wide association studies for normal and skewed phenotypic distributions.

Maura John, Markus J. Ankenbrand, Carolin Artmann, Jan A. Freudenthal, Arthur Korte, Dominik G. Grimm

Bioinform., 2022

Dynamically Self-adjusting Gaussian Processes for Data Stream Modelling.

Jan David Hüwel, Florian Haselbeck, Dominik G. Grimm, Christian Beecks

Proceedings of the KI 2022: Advances in Artificial Intelligence, 2022

2021

Automated Synthesis of Steady-State Continuous Processes using Reinforcement Learning.

Quirin Göttl, Dominik G. Grimm, Jakob Burger

CoRR, 2021

Network-guided search for genetic heterogeneity between gene pairs.

Anja C. Gumpinger, Bastian Rieck, Dominik G. Grimm, Karsten M. Borgwardt

Bioinform., 2021

Current challenges and best-practice protocols for microbiome analysis.

Richa Bharti, Dominik G. Grimm

Briefings Bioinform., 2021

EVARS-GPR: EVent-Triggered Augmented Refitting of Gaussian Process Regression for Seasonal Data.

Florian Haselbeck, Dominik G. Grimm

Proceedings of the KI 2021: Advances in Artificial Intelligence - 44th German Conference on AI, Virtual Event, September 27, 2021

2020

AraPheno and the AraGWAS Catalog 2020: a major database update including RNA-Seq and knockout mutation data for <i>Arabidopsis thaliana</i>.

Matteo Togninalli, Ümit Seren, Jan A. Freudenthal, J. Grey Monroe, Dazhe Meng, Magnus Nordborg, Detlef Weigel, Karsten M. Borgwardt, Arthur Korte, Dominik G. Grimm

Nucleic Acids Res., 2020

2018

The AraGWAS Catalog: a curated and standardized Arabidopsis thaliana GWAS catalog.

Matteo Togninalli, Ümit Seren, Dazhe Meng, Joffrey Fitz, Magnus Nordborg, Detlef Weigel, Karsten M. Borgwardt, Arthur Korte, Dominik G. Grimm

Nucleic Acids Res., 2018

2017

AraPheno: a public database for Arabidopsis thaliana phenotypes.

Ümit Seren, Dominik G. Grimm, Joffrey Fitz, Detlef Weigel, Magnus Nordborg, Karsten M. Borgwardt, Arthur Korte

Nucleic Acids Res., 2017

2015

easyGWAS: An Integrated Computational Framework for Advanced Genome-Wide Association Studies

Dominik Gerhard Grimm

PhD thesis, 2015

Genome-wide detection of intervals of genetic heterogeneity associated with complex traits.

Felipe Llinares-López, Dominik G. Grimm, Dean A. Bodenham, Udo Gieraths, Mahito Sugiyama, Beth Rowan, Karsten M. Borgwardt

Bioinform., 2015

2014

Multi-Task Feature Selection on Multiple Networks via Maximum Flows.

Mahito Sugiyama, Chloé-Agathe Azencott, Dominik G. Grimm, Yoshinobu Kawahara, Karsten M. Borgwardt

Proceedings of the 2014 SIAM International Conference on Data Mining, 2014

2013

Efficient network-guided multi-locus association mapping with graph cuts.

Chloé-Agathe Azencott, Dominik G. Grimm, Mahito Sugiyama, Yoshinobu Kawahara, Karsten M. Borgwardt

Bioinform., 2013

Geometric Tree Kernels: Classification of COPD from Airway Tree Geometry.

Aasa Feragen, Jens Petersen, Dominik G. Grimm, Asger Dirksen, Jesper Johannes Holst Pedersen, Karsten M. Borgwardt, Marleen de Bruijne

Proceedings of the Information Processing in Medical Imaging, 2013

2012

easyGWAS: An integrated interspecies platform for performing genome-wide association studies

Dominik G. Grimm, Bastian Greshake, Stefan Kleeberger, Christoph Lippert, Oliver Stegle, Bernhard Schölkopf, Detlef Weigel, Karsten M. Borgwardt

CoRR, 2012

2011

Computational inference of difficult word boundaries in DNA languages.

Guy Tsafnat, Paul Setzermann, Sally R. Partridge, Dominik G. Grimm

Proceedings of the 4th International Symposium on Applied Sciences in Biomedical and Communication Technologies, 2011

2008

The Use of Business Process Management during the Implementation of Electronic Records Management Systems.

Kerstin Fink, Dominik G. Grimm

Proceedings of the Multikonferenz Wirtschaftsinformatik, 2008

2004

Applications and Interfaces for e-Government.

Thomas Müllner, Dominik G. Grimm

Proceedings of the Electronic Government: Third International Conference, 2004