Dominik G. Grimm

31 papers A 2Misc 2Journal 23Unranked 4
YearRankTypeTitle / Venue / Authors
2026 J jnl
Amortized Molecular Optimization via Group Relative Policy Optimization.
CoRR
Muhammad bin Javaid, Hasham Hussain, Ashima Khanna, Berke Kisin, Jonathan Pirnay, Alexander Mitsos, Dominik G. Grimm, Martin Grohe
2026 J jnl
Sample Efficient Generative Molecular Optimization with Joint Self-Improvement.
CoRR
Serra Korkmaz, Adam Izdebski, Jonathan Pirnay, Rasmus Møller-Larsen, Michal Kmicikiewicz, Pankhil Gawade, Dominik G. Grimm, Ewa Szczurek
2025 J jnl
Deep reinforcement learning enables conceptual design of processes for separating azeotropic mixtures without prior knowledge.
Comput. Chem. Eng.
Quirin Göttl, Jonathan Pirnay, Jakob Burger, Dominik G. Grimm
2024 J jnl
Forecasting seasonally fluctuating sales of perishable products in the horticultural industry.
Expert Syst. Appl.
Josef Eiglsperger, Florian Haselbeck, Viola Stiele, Claudia Guadarrama Serrano, Kelly Lim-Trinh, Klaus Menrad, Thomas Hannus, Dominik G. Grimm
2024 J jnl
GraphXForm: Graph transformer for computer-aided molecular design with application to extraction.
CoRR
Jonathan Pirnay, Jan G. Rittig, Alexander B. Wolf, Martin Grohe, Jakob Burger, Alexander Mitsos, Dominik G. Grimm
2024 J jnl
Self-Improvement for Neural Combinatorial Optimization: Sample Without Replacement, but Improvement.
Trans. Mach. Learn. Res.
Jonathan Pirnay, Dominik G. Grimm
2024 J jnl
Self-Improvement for Neural Combinatorial Optimization: Sample without Replacement, but Improvement.
CoRR
Jonathan Pirnay, Dominik G. Grimm
2024 A conf
Take a Step and Reconsider: Sequence Decoding for Self-Improved Neural Combinatorial Optimization.
ECAI
Jonathan Pirnay, Dominik G. Grimm
2024 J jnl
Take a Step and Reconsider: Sequence Decoding for Self-Improved Neural Combinatorial Optimization.
CoRR
Jonathan Pirnay, Dominik G. Grimm
2023 J jnl
Convex Envelope Method for determining liquid multi-phase equilibria in systems with arbitrary number of components.
Comput. Chem. Eng.
Quirin Göttl, Jonathan Pirnay, Dominik G. Grimm, Jakob Burger
2023 J jnl
Deep reinforcement learning uncovers processes for separating azeotropic mixtures without prior knowledge.
CoRR
Quirin Göttl, Jonathan Pirnay, Jakob Burger, Dominik G. Grimm
2022 J jnl
Deep learning-based early weed segmentation using motion blurred UAV images of sorghum fields.
Comput. Electron. Agric.
Nikita Genze, Raymond Ajekwe, Zeynep Güreli, Florian Haselbeck, Michael Grieb, Dominik G. Grimm
2022 Misc conf
Dynamically Self-adjusting Gaussian Processes for Data Stream Modelling.
KI
Jan David Hüwel, Florian Haselbeck, Dominik G. Grimm, Christian Beecks
2022 J jnl
Efficient permutation-based genome-wide association studies for normal and skewed phenotypic distributions.
Bioinform.
Maura John, Markus J. Ankenbrand, Carolin Artmann, Jan A. Freudenthal, Arthur Korte, Dominik G. Grimm
2021 J jnl
Automated Synthesis of Steady-State Continuous Processes using Reinforcement Learning.
CoRR
Quirin Göttl, Dominik G. Grimm, Jakob Burger
2021 J jnl
Current challenges and best-practice protocols for microbiome analysis.
Briefings Bioinform.
Richa Bharti, Dominik G. Grimm
2021 Misc conf
EVARS-GPR: EVent-Triggered Augmented Refitting of Gaussian Process Regression for Seasonal Data.
KI
Florian Haselbeck, Dominik G. Grimm
2021 J jnl
EVARS-GPR: EVent-triggered Augmented Refitting of Gaussian Process Regression for Seasonal Data.
CoRR
Florian Haselbeck, Dominik G. Grimm
2021 J jnl
Network-guided search for genetic heterogeneity between gene pairs.
Bioinform.
Anja C. Gumpinger, Bastian Rieck, Dominik G. Grimm, Karsten M. Borgwardt
2020 J jnl
AraPheno and the AraGWAS Catalog 2020: a major database update including RNA-Seq and knockout mutation data for
Nucleic Acids Res.
Matteo Togninalli, Ümit Seren, Jan A. Freudenthal, J. Grey Monroe, Dazhe Meng, Magnus Nordborg, Detlef Weigel, Karsten M. Borgwardt, Arthur Korte, Dominik G. Grimm
2018 J jnl
The AraGWAS Catalog: a curated and standardized Arabidopsis thaliana GWAS catalog.
Nucleic Acids Res.
Matteo Togninalli, Ümit Seren, Dazhe Meng, Joffrey Fitz, Magnus Nordborg, Detlef Weigel, Karsten M. Borgwardt, Arthur Korte, Dominik G. Grimm
2017 J jnl
AraPheno: a public database for Arabidopsis thaliana phenotypes.
Nucleic Acids Res.
Ümit Seren, Dominik G. Grimm, Joffrey Fitz, Detlef Weigel, Magnus Nordborg, Karsten M. Borgwardt, Arthur Korte
2015 J jnl
Genome-wide detection of intervals of genetic heterogeneity associated with complex traits.
Bioinform.
Felipe Llinares-López, Dominik G. Grimm, Dean A. Bodenham, Udo Gieraths, Mahito Sugiyama, Beth Rowan, Karsten M. Borgwardt
2014 A conf
Multi-Task Feature Selection on Multiple Networks via Maximum Flows.
SDM
Mahito Sugiyama, Chloé-Agathe Azencott, Dominik G. Grimm, Yoshinobu Kawahara, Karsten M. Borgwardt
2013 J jnl
Efficient network-guided multi-locus association mapping with graph cuts.
Bioinform.
Chloé-Agathe Azencott, Dominik G. Grimm, Mahito Sugiyama, Yoshinobu Kawahara, Karsten M. Borgwardt
2013 — conf
Geometric Tree Kernels: Classification of COPD from Airway Tree Geometry.
IPMI
Aasa Feragen, Jens Petersen, Dominik G. Grimm, Asger Dirksen, Jesper Johannes Holst Pedersen, Karsten M. Borgwardt, Marleen de Bruijne
2013 J jnl
Geometric tree kernels: Classification of COPD from airway tree geometry
CoRR
Aasa Feragen, Jens Petersen, Dominik G. Grimm, Asger Dirksen, Jesper Johannes Holst Pedersen, Karsten M. Borgwardt, Marleen de Bruijne
2012 J jnl
easyGWAS: An integrated interspecies platform for performing genome-wide association studies
CoRR
Dominik G. Grimm, Bastian Greshake, Stefan Kleeberger, Christoph Lippert, Oliver Stegle, Bernhard Schölkopf, Detlef Weigel, Karsten M. Borgwardt
2011 — conf
Computational inference of difficult word boundaries in DNA languages.
ISABEL
Guy Tsafnat, Paul Setzermann, Sally R. Partridge, Dominik G. Grimm
2008 — conf
The Use of Business Process Management during the Implementation of Electronic Records Management Systems.
Multikonferenz Wirtschaftsinformatik
Kerstin Fink, Dominik G. Grimm
2004 — conf
Applications and Interfaces for e-Government.
EGOV
Thomas Müllner, Dominik G. Grimm