Martin Staniszewski

Publication Activity (10 Years)

Years Active: 2019-2023
Publications (10 Years): 6

Top Topics

Artificial Intelligence

Learning Models

Function Approximators

Top Venues

Softw. Syst. Model.

Publications

Manuel Sage, Martin Staniszewski, Yaoyao Fiona Zhao
Optimal Economic Gas Turbine Dispatch with Deep Reinforcement Learning. CoRR (2023)
Fozail Ahmad, Maruthi Rangappa, Neeraj Katiyar, Martin Staniszewski, Dániel Varró
Hybrid Cloudification of Legacy Software for Efficient Simulation of Gas Turbine Designs. ICSE-SEIP (2023)
Manuel Sage, Martin Staniszewski, Yaoyao Fiona Zhao
Economic Battery Storage Dispatch with Deep Reinforcement Learning from Rule-Based Demonstrations. ICCAD (2023)
Sebastian Pilarski, Martin Staniszewski, Matthew Bryan, Frederic Villeneuve, Dániel Varró
Predictions-on-chip: model-based training and automated deployment of machine learning models at runtime. Softw. Syst. Model. 20 (3) (2021)
Sebastian Pilarski, Martin Staniszewski, Frederic Villeneuve, Dániel Varró
On Artificial Intelligence for Simulation and Design Space Exploration in Gas Turbine Design. MoDELS (Companion) (2019)
Ibrahem M. A. Ibrahem, Ouassima Akhrif, Hany Moustapha, Martin Staniszewski
Neural Networks Modelling of Aero-derivative Gas Turbine Engine: A Comparison Study. ICINCO (1) (2019)