Stefan Posch - Publications, H-index & Citations

Stefan Posch

graz university of technology

19H指数

196论文数

1.9K被引数

收录论文 21

发表时间

Application of machine learning to reconstruct flamelet tables based on an unsteady flamelet progress variable approach 基于非稳态火焰面进度变量方法的机器学习火焰面表格重构应用

Applications in Energy and Combustion Science

IF6

2026-09-08

OAAI

Stefan Posch; Franz Rohrhofer; Clemens Gößnitzer; Ricardo Novella; José Maria García-Oliver

Reanimating the past: From historical collections of the placenta and uterus to modern imaging, machine learning, and multiscale modeling 再现过去：从胎盘和子宫的历史藏品到现代成像、机器学习和多尺度建模

Placenta

IF2.5

2026-02-18

OAAI

Malte Rolf; Sahan Jayatissa; Jonathan Reshef; Stefan Posch; Ellen Kuhl; Joanna L. James; Alys R. Clark; Hanna H. Allerkamp

Approximating families of sharp solutions to Fisher's equation with physics-informed neural networks ☆

COMPUTER PHYSICS COMMUNICATIONS

IF3.4

2025-02-01

OAAI

Rohrhofer, Franz M.; Posch, Stefan; Goessnitzer, Clemens; Geiger, Bernhard C.

Seasonal shifts in plant diversity effects on above-ground-below-ground phenological synchrony 植物多样性的季节性变化对地上地下物候同步的影响

JOURNAL OF ECOLOGY

IF5.6

2025-01-06

OAAI

Bonato Asato, Ana E.; Guimaraes-Steinicke, Claudia; Stein, Gideon; Schreck, Berit; Kattenborn, Teja; Ebeling, Anne; Posch, Stefan; Denzler, Joachim; Buechner, Tim; Shadaydeh, Maha; Wirth, Christian; Eisenhauer, Nico; Hines, Jes

Turbulent combustion modeling for internal combustion engine CFD: A review 内燃机CFD的湍流燃烧建模: 综述

PROGRESS IN ENERGY AND COMBUSTION SCIENCE

IF37

2025-01-01

OAAI

Posch, S.; Goessnitzer, C.; Lang, M.; Novella, R.; Steiner, H.; Wimmer, A.

Utilizing neural networks to supplant chemical kinetics tabulation through mass conservation and weighting of species depletion

ENERGY AND AI

IF9.6

2024-05-01

OAAI

Rohrhofer, Franz M.; Posch, Stefan; Goessnitzer, Clemens; Garcia-Oliver, JoseM.; Geiger, Bernhard C.

Hybrid model predictive control of renewable microgrids and seasonal hydrogen storage 可再生微电网与季节性储氢混合模型预测控制

INTERNATIONAL JOURNAL OF HYDROGEN ENERGY

IF8.3

2023-12-01

OAAI

Thaler, Bernhard; Posch, Stefan; Wimmer, Andreas; Pirker, Gerhard

Data vs. Physics: The Apparent Pareto Front of Physics-Informed Neural Networks 数据与物理: 物理信息神经网络的明显帕累托前沿

IEEE ACCESS

IF3.6

2023-01-01

OAAI

Rohrhofer, Franz M. M.; Posch, Stefan; Gossnitzer, Clemens; Geiger, Bernhard C.

In-cylinder pressure reconstruction from engine block vibrations viaa branched convolutional neural network

MECHANICAL SYSTEMS AND SIGNAL PROCESSING

IF8.9

2023-01-01

PREAI

Ofner, Andreas B.; Kefalas, Achilles; Posch, Stefan; Pirker, Gerhard; Geiger, Bernhard C.

Knock Detection in Combustion Engine Time Series Using a Theory-Guided 1-D Convolutional Neural Network Approach

IEEE-ASME TRANSACTIONS ON MECHATRONICS

IF7.3

2022-10-01

OAAI

Ofner, Andreas Benjamin; Kefalas, Achilles; Posch, Stefan; Geiger, Bernhard Claus

Optimal design and operation of maritime energy systems based on renewable methanol and closed carbon cycles 基于可再生甲醇和封闭碳循环的海上能源系统优化设计与运行

ENERGY CONVERSION AND MANAGEMENT

IF10.9

2022-10-01

OAAI

Thaler, Bernhard; Kanchiralla, Fayas Malik; Posch, Stefan; Pirker, Gerhard; Wimmer, Andreas; Brynolf, Selma; Wermuth, Nicole

Development of a tool for the preliminary design of large engine prechambers using machine learning approaches

APPLIED THERMAL ENGINEERING

IF6.9

2021-06-01

PREAI

Posch, S.; Winter, H.; Zelenka, J.; Pirker, G.; Wimmer, A.

rhizoTrak: a flexible open source Fiji plugin for user-friendly manual annotation of time-series images from minirhizotrons

PLANT AND SOIL

IF4.1

2019-09-10

OAAI

Moeller, Birgit; Chen, Hongmei; Schmidt, Tino; Zieschank, Axel; Patzak, Roman; Tuerke, Manfred; Weigelt, Alexandra; Posch, Stefan

Accurate prediction of cell type-specific transcription factor binding 细胞型特异性转录因子结合的准确预测

GENOME BIOLOGY

IF9.4

2019-01-10

OAAI

Keilwagen, Jens; Posch, Stefan; Grau, Jan

Thermal loss analysis of hermetic compressors using numerical simulation

APPLIED THERMAL ENGINEERING

IF6.9

2018-02-01

PREAI

Posch, S.; Hopfgartner, J.; Duer, L.; Eichinger, M.; Stangl, S.; Almbauer, R.

Transient cycle simulation of domestic appliances and experimental validation

INTERNATIONAL JOURNAL OF REFRIGERATION

IF3.8

2016-09-01

PREAI

Heimel, Martin; Berger, Erwin; Posch, Stefan; Stupnik, Axel; Hopfgartner, Johann; Almbauer, Raimund

A general approach for discriminative de novo motif discovery from high-throughput data

NUCLEIC ACIDS RESEARCH

IF13.1

2013-09-19

OAAI

Grau, Jan; Posch, Stefan; Grosse, Ivo; Keilwagen, Jens

Cell migration analysis: Segmenting scratch assay images with level sets and support vector machines

PATTERN RECOGNITION

IF7.6

2012-09-01

PREAI

Glass, Markus; Moeller, Birgit; Zirkel, Anne; Waechter, Kristin; Huettelmaier, Stefan; Posch, Stefan

Robust features for 2-DE gel image registration

ELECTROPHORESIS

IF2.5

2009-12-03

PREAI

Moeller, Birgit; Posch, Stefan

Optimised coupling of hierarchies in image registration

IMAGE AND VISION COMPUTING

IF4.2

2008-07-01

PREAI

Wensch, J.; Gerisch, A.; Posch, S.

研究方向