I am looking for partners in the research area.

I am looking for partners interested in the Horizon Europe Call.

I am looking for partners for the Horizon Europe research area.

I am looking for laboratory facilities in the research/application area.

Research Assistant

Gergely Hajgató

H-1111 Budapest, Magyar Tudósok krt. 2.

+3614633512

ghajgato@tmit.bme.hu

Groups

Speech Communication and Smart Interactions Labs

Faculty

Faculty of Electrical Engineering and Informatics

Department

Department of Telecommunications and Media Informatics

Research keywords: · reinforcement learning · artificial neural networks · engineering applications of machine learning
Horizon Europe keywords: · Artificial Intelligence and Robotics · Transformation of industry

https://scholar.google.com/citations?user=EpS4ltAAAAAJ&hl=hu

https://www.researchgate.net/profile/Gergely-Hajgato

Publications Projects Conferences

Publications

Hajgató, G., Gyires-Tóth B. and Paál, G. (2021) "Reconstructing Nodal Pressures in Water Distribution Systems with Graph Neural Networks", Under review. arXiv: 2104.13619

Hajgató, G., Paál, G. and Gyires-Tóth B. (2020) "Deep Reinforcement Learning for Real-Time Optimization of Pumps in Water Distribution Systems", J Water Res Plan Man, 146(11), pp. (04020079)1-11. DOI: 10.1061/(ASCE)WR.1943-5452.0001287.

Hajgató, G., Gyires-Tóth, B. and Paál, G. (2019) "Accelerating Convergence of Fluid Dynamics Simulations with Convolutional Neural Networks", Period Polytech Mech Eng, 63(3), pp. 230-239. DOI: 10.3311/PPme.14134.

Projects

Model development for explainable predictive maintenance, 2021-2022, BME FIEK, research and innovation, lead researcher.

Sentiment analysis with natural language processing and deep learning, 2022, National Bank of Hungary, research and innovation, researcher.

Hydrodynamic shape optimization of an S-Tube impeller, 2015-2018, Grundfos Holding A/S, research and innovation, researcher.

Conferences

Conference on Modelling Fluid Flow (CMFF’18), 17th event of the International Conference Series on Fluid Flow Technologies, 2018, Budapest, speaker.