Dominik G. Grimm - Publications, H-index & Citations

Dominik G. Grimm

Technical University of Munich

29H指数

104论文数

4.4K被引数

收录论文 38

发表时间

Functional and genomic characterization of LCN2-deficient PC-3 cells reveals insights into prostate cancer progression LCN2缺陷型PC-3细胞的表型与基因组特征表征揭示了前列腺癌进展的洞见

Frontiers in Molecular Biosciences

IF4

2026-04-20

OAAI

KG Kiara Gäberlein †; DT Diandra T. Keller †; SK Sarah K. Schröder-Lange; PT Phillipp Torkler; DG Dominik G. Grimm; CS Claus Steinlein; TH Thomas Haaf; IN Indrajit Nanda; RW Ralf Weiskirchen

Deep learning–based identification of visually similar foliar diseases in field-grown barley 基于深度学习的田间大麦视觉相似叶部病害识别

Plant Methods

IF4.4

2026-04-18

OAAI

Sofia Martello; Nikita Genze; Dominik G. Grimm

Identification of Pressure-Swing Separation Processes for Azeotropic Mixtures Using Deep Reinforcement Learning 利用深度强化学习识别用于共沸混合物的变压吸附分离过程

CHEMIE INGENIEUR TECHNIK

IF1.6

2025-09-01

OAAI

Wolf, Alexander B.; Pirnay, Jonathan; Gottl, Quirin; Grimm, Dominik G.; Burger, Jakob

Procurement and production planning in horticulture considering short-term re-order opportunities 园艺产业中的采购与生产计划，考虑短期重新订购机会

INTERNATIONAL JOURNAL OF PRODUCTION ECONOMICS

IF10

2025-06-01

PREAI

Drechsler, Marius; Eiglsperger, Josef; Grimm, Dominik; Holzapfel, Andreas

The combined effect of decreased stomatal density and aperture increases water use efficiency in maize 降低气孔密度和孔径的联合效应提高了玉米的水分利用效率

SCIENTIFIC REPORTS

IF3.9

2025-04-21

OAAI

Barl, Larissa; Benato, Betina Debastiani; Genze, Nikita; Grimm, Dominik G.; Gigl, Michael; Dawid, Corinna; Schoen, Chris-Carolin; Avramova, Viktoriya

Deep reinforcement learning enables conceptual design of processes for mixtures without 深度强化学习可实现混合物过程的概念设计，而无需

COMPUTERS & CHEMICAL ENGINEERING

IF3.9

2025-03-01

OAAI

Goettl, Quirin; Pirnay, Jonathan; Burger, Jakob; Grimm, Dominik G.

GraphXForm: graph transformer for computer-aided molecular design GraphXForm: 用于计算机辅助分子设计的图变换器

DIGITAL DISCOVERY

IF5.6

2025-01-01

OAAI

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

Forecasting seasonally fluctuating sales of perishable products in the horticultural industry

EXPERT SYSTEMS WITH APPLICATIONS

IF7.5

2024-09-01

OAAI

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

Guiding questions to avoid data leakage in biological machine learning applications 避免生物机器学习应用中数据泄露的指导性问题

NATURE METHODS

IF32.1

2024-08-09

PREAI

Bernett, Judith; Grimm, Dominik G.; Haselbeck, Florian; Blumenthal, David B.; Joeres, Roman; Kalinina, Olga V.; List, Markus

The benefits of permutation-based genome-wide association studies

JOURNAL OF EXPERIMENTAL BOTANY

IF5.7

2024-07-02

PREAI

John, Maura; Korte, Arthur; Grimm, Dominik G.

Superior protein thermophilicity prediction with protein language model embeddings

genomics proteomics bioinformatics

IF2.8

2023-10-11

OAAI

Haselbeck, Florian; John, Maura; Zhang, Yuqi; Pirnay, Jonathan; Fuenzalida-Werner, Juan Pablo; Costa, Ruben D.; Grimm, Dominik G.

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

COMPUTERS & CHEMICAL ENGINEERING

IF3.9

2023-09-01

OAAI

Goettl, Quirin; Pirnay, Jonathan; Grimm, Dominik G.; Burger, Jakob

A comparison of classical and machine learning-based phenotype prediction methods on simulated data and three plant species

FRONTIERS IN PLANT SCIENCE

IF4.8

2022-11-04

OAAI

John, Maura; Haselbeck, Florian; Dass, Rupashree; Malisi, Christoph; Ricca, Patrizia; Dreischer, Christian; Schultheiss, Sebastian J.; Grimm, Dominik G.

Deep learning-based early weed segmentation using motion blurred UAV images of sorghum fields 基于深度学习的运动模糊高粱无人机影像早期杂草分割

COMPUTERS AND ELECTRONICS IN AGRICULTURE

IF8.9

2022-11-01

OAAI

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

Systematic analysis of the underlying genomic architecture for transcriptional-translational coupling in prokaryotes

genomics proteomics bioinformatics

IF2.8

2022-09-27

OAAI

Bharti, Richa; Siebert, Daniel; Blombach, Bastian; Grimm, Dominik G.

Rat Hepatic Stellate Cell Line CFSC-2G: Genetic Markers and Short Tandem Repeat Profile Useful for Cell Line Authentication

CELLS

IF5.2

2022-09-16

OAAI

Nanda, Indrajit; Schroeder, Sarah K.; Steinlein, Claus; Haaf, Thomas; Buhl, Eva M.; Grimm, Domink G.; Weiskirchen, Ralf

Genetic Characterization of Rat Hepatic Stellate Cell Line HSC-T6 for In Vitro Cell Line Authentication

CELLS

IF5.2

2022-05-29

OAAI

Nanda, Indrajit; Steinlein, Claus; Haaf, Thomas; Buhl, Eva M.; Grimm, Domink G.; Friedman, Scott L.; Meurer, Steffen K.; Schroeder, Sarah K.; Weiskirchen, Ralf

The AIMe registry for artificial intelligence in biomedical research

NATURE METHODS

IF32.1

2021-08-25

OAAI

Matschinske, Julian; Alcaraz, Nicolas; Benis, Arriel; Golebiewski, Martin; Grimm, Dominik G.; Heumos, Lukas; Kacprowski, Tim; Lazareva, Olga; List, Markus; Louadi, Zakaria; Pauling, Josch K.; Pfeifer, Nico; Roettger, Richard; Schwaemmle, Veit; Sturm, Gregor; Traverso, Alberto; Van Steen, Kristel; de Freitas, Martiela Vaz; Villalba Silva, Gerda Cristal; Wee, Leonard; Wenke, Nina K.; Zanin, Massimiliano; Zolotareva, Olga; Baumbach, Jan; Blumenthal, David B.

Automated synthesis of steady-state continuous processes using reinforcement learning

FRONTIERS OF CHEMICAL SCIENCE AND ENGINEERING

IF4.5

2021-05-19

OAAI

Goettl, Quirin; Grimm, Dominik G.; Burger, Jakob

Current challenges and best-practice protocols for microbiome analysis

BRIEFINGS IN BIOINFORMATICS

IF7.7

2019-12-18

315

OAAI

Bharti, Richa; Grimm, Dominik G.

研究方向