Markus Götz - Publications, H-index & Citations

Markus Götz

helmholtz ai

14H指数

109论文数

541被引数

收录论文 17

发表时间

NucleicBERT interprets RNA sequence space through self-supervised language modelling NucleicBERT通过自监督语言建模解释RNA序列空间

Nature Machine Intelligence

IF23.9

2026-09-03

OAAI

Utkarsh Upadhyay; Julian Herold; Markus Götz; Alexander Schug

The PAINT database for operational concentrating solar power plant data following FAIR data principles 用于操作聚光太阳能发电厂数据的油漆数据库遵循公平数据原则

Nature Energy

IF60.1

2026-06-16

OAAI

Kaleb Phipps; Mathias Kuhl; Marie Weiel; Marlene Busch; Jan Lewen; Nicolas Blumenröhr; Daniel Maldonado Quinto; Charlotte Debus; Felix Göhring; Oliver Kaufhold; Achim Streit; Robert Pitz-Paal; Markus Götz; Max Pargmann

Correlations Matter in Explanations for Energy Systems 能源系统解释中的相关性很重要

KI - Kunstliche Intelligenz

IF0

2026-03-30

OAAI

Alexandra Nikoltchovska; Sebastian Pütz; Markus Götz; Benjamin Schäfer

Architectural insights into and training methodology optimization of Pangu-Weather

GEOSCIENTIFIC MODEL DEVELOPMENT

IF4.9

2024-12-13

OAAI

To, Deifilia; Quinting, Julian; Hoshyaripour, Gholam Ali; Goetz, Markus; Streit, Achim; Debus, Charlotte

Automatic heliostat learning for in situ concentrating solar power plant metrology with differentiable ray tracing 自动定日镜学习，用于具有可区分光线跟踪的原位聚光太阳能发电厂计量

NATURE COMMUNICATIONS

IF15.7

2024-08-14

OAAI

Pargmann, Max; Ebert, Jan; Goetz, Markus; Quinto, Daniel Maldonado; Pitz-Paal, Robert; Kesselheim, Stefan

Vectorized Highly Parallel Density-Based Clustering for Applications With Noise

IEEE ACCESS

IF3.6

2024-01-01

OAAI

Xavier, Joseph Arnold; Muriedas, Juan Pedro Gutierrez Hermosillo; Nassyr, Stepan; Sedona, Rocco; Goetz, Markus; Streit, Achim; Riedel, Morris; Cavallaro, Gabriele

Discovering Process Dynamics for Scalable Perovskite Solar Cell Manufacturing with Explainable AI 使用可解释的AI发现可扩展钙钛矿太阳能电池制造的过程动力学

ADVANCED MATERIALS

IF26.8

2023-12-07

OAAI

Klein, Lukas; Ziegler, Sebastian; Laufer, Felix; Debus, Charlotte; Goetz, Markus; Maier-Hein, Klaus; Paetzold, Ulrich W.; Isensee, Fabian; Jaeger, Paul F.

Reporting electricity consumption is essential for sustainable AI 报告电力消耗对于可持续AI至关重要

NATURE MACHINE INTELLIGENCE

IF23.9

2023-11-10

PREAI

Debus, Charlotte; Piraud, Marie; Streit, Achim; Theis, Fabian; Goetz, Markus

Deep-Learning-Based 3-D Surface Reconstruction-A Survey

PROCEEDINGS OF THE IEEE

IF25.9

2023-11-01

OAAI

Farshian, Anis; Goetz, Markus; Cavallaro, Gabriele; Debus, Charlotte; Niessner, Matthias; Benediktsson, Jon Atli; Streit, Achim

RNA contact prediction by data efficient deep learning

COMMUNICATIONS BIOLOGY

IF5.1

2023-09-06

OAAI

Taubert, Oskar; von der Lehr, Fabrice; Bazarova, Alina; Faber, Christian; Knechtges, Philipp; Weiel, Marie; Debus, Charlotte; Coquelin, Daniel; Basermann, Achim; Streit, Achim; Kesselheim, Stefan; Goetz, Markus; Schug, Alexander

Providing AI expertise as an infrastructure in academia

PATTERNS

IF7.4

2023-08-01

OAAI

Piraud, Marie; Camero, Andre; Goetz, Markus; Kesselheim, Stefan; Steinbach, Peter; Weigel, Tobias

Process Insights into Perovskite Thin-Film Photovoltaics from Machine Learning with In Situ Luminescence Data 通过机器学习和原位发光数据对钙钛矿薄膜光伏器件的工艺见解

SOLAR RRL

IF4.7

2023-02-16

OAAI

Laufer, Felix; Ziegler, Sebastian; Schackmar, Fabian; Viteri, Edwin A. Moreno; Goetz, Markus; Debus, Charlotte; Isensee, Fabian; Paetzold, Ulrich W.

Deep learning approaches to building rooftop thermal bridge detection from aerial images 基于航拍图像的建筑屋顶热桥检测的深度学习方法

AUTOMATION IN CONSTRUCTION

IF11.5

2023-02-01

OAAI

Mayer, Zoe; Kahn, James; Hou, Yu; Goetz, Markus; Volk, Rebekka; Schultmann, Frank

Learning tree structures from leaves for particle decay reconstruction

MACHINE LEARNING-SCIENCE AND TECHNOLOGY

IF4.6

2022-09-14

OAAI

Kahn, James; Tsaklidis, Ilias; Taubert, Oskar; Reuter, Lea; Dujany, Giulio; Boeckh, Tobias; Thaller, Arthur; Goldenzweig, Pablo; Bernlochner, Florian; Streit, Achim; Gotz, Markus

Accelerating neural network training with distributed asynchronous and selective optimization (DASO)

JOURNAL OF BIG DATA

IF6.4

2022-02-04

OAAI

Coquelin, Daniel; Debus, Charlotte; Goetz, Markus; von der Lehr, Fabrice; Kahn, James; Siggel, Martin; Streit, Achim

Dynamic particle swarm optimization of biomolecular simulation parameters with flexible objective functions

NATURE MACHINE INTELLIGENCE

IF23.9

2021-07-22

OAAI

Weiel, Marie; Gotz, Markus; Klein, Andre; Coquelin, Daniel; Floca, Ralf; Schug, Alexander