About

Publication

20 Mar 2026 A Market-Rule-Informed Neural Network for Efficient Imbalance Electricity Price Forecasting Advanced Engineering Informatics R. Yu, J. Lin, D. W. Bunn, J. Stiasny, W. Wang, Y. Chen, T. Esterl, P. Palensky, J. L. Cremer
09 Mar 2026 Probabilistic Hysteresis Factor Prediction for Electric Vehicle Batteries with Graphite Anodes Containing Silicon IEEE Transactions on Transportation Electrification R. Yu, V. Kleine, P. Gromotka, T. Rudolf, T. Eisenmann, G. R. Mouli, P. Palensky, and J. Cremer
19 Feb 2026 Deep Learning for Electricity Price Forecasting: A Review of Day-Ahead, Intraday, and Balancing Electricity Markets International Conference on European Energy Market 2026. R. Yu, D. W. Bunn, J. Lin, J. Stiasny, F. Leimgruber, T. Esterl, Y. Tao, L. Qi, Y. Chen, W. Wang, and J. Cremer
16 Feb 2026 Day-Ahead Load Forecasting under External Shocks via Time-Series Backbone with LLM-Augmented Semantics Preprint, under review Y. Chen, Y. Gao, R. Yu, Y. Chen, and T. Li
27 Jan 2026 Orderbook Feature Learning and Asymmetric Generalization in Intraday Electricity Markets Power Systems Computation Conference 2026 (rank 5/224) & Journal of Electric Power Systems Research R. Yu, R. Wu, Y. Han, and J. Cremer
20 Jan 2026 PriceFM: Foundation Model for Probabilistic Electricity Price Forecasting Preprint, under review R. Yu, C. Gu, J. Stiasny, Q. Wen, W. Dilov, L. Qi, and J. Cremer
20 Jan 2026 OrderFusion: Encoding Orderbook for End-to-End Probabilistic Intraday Electricity Price Forecasting Preprint, under review R. Yu, Y. Tao, F. Leimgruber, T. Esterl, J. Stiasny, D. Bunn, Q. Wen, H. Guo, and J. Cremer
14 Jan 2026 Weather-Pattern Experts for Short-Term Photovoltaic Power Forecasting Advanced Engineering Informatics W. Wang, H. Lu, A. Ubaid, F. Yang, R. Yu, and J. Wang
04 Sep 2025 Simulating Urban Voices: Using Large Language Models to Support Early-Stage Urban Design Preprint, under review L. Qi, S. Feng, R. Yu, C. Chen, and S. Seer
04 Oct 2024 Predicting Battery Cycle Life with Few-Shot Transfer Learning over Heterogeneous Datasets IEEE PES Innovative Smart Grid Technologies Europe 2024 R. Yu, J. Wang, Y. Han, C. Zhang, T. S. O'Connor, and J. Cremer
22 Apr 2024 Improved Quantile Convolutional and Recurrent Neural Networks for Electric Vehicle Battery Temperature Prediction Journal of Big Data Mining and Analytics A. Billert, R. Yu, S. Erschen, M. Frey, and F. Gauterin

Experience

  • MAY 2023 - PRESENT

    PhD Researcher, TU Delft

  • JUN 2026 - SEP 2026

    Visiting Researcher, London Business School

  • FEB 2025 - FEB 2025

    Guest Lecturer, University of Exeter

  • JUNE 2024 - JUNE 2024

    Guest Lecturer, University of Vienna

  • SEP 2023 - SEP 2023

    Workshop Lecturer, TU Delft & TenneT

  • JAN 2023 - PRESENT

    Lead Data Scientist, (Bugatti-) Rimac

  • JUL 2023 - AUG 2023

    Summer School Scholar, LMU Munich

  • APR 2022 - OCT 2022

    Research Intern, BMW

  • SEP 2020 - SEP 2022

    M.Sc. with Distinction, TU Munich

  • MAY 2022 - SEP 2022

    Teaching Assistant, TU Munich

  • JAN 2022 - FEB 2022

    Intern, KPMG

  • AUG 2021 - JAN 2022

    Visiting Researcher, ETH Zurich

  • JUN 2021 - JAN 2022

    Working Student, Danfoss

  • MAY 2021 - SEP 2021

    Working Student, TU Munich

  • SEP 2017 - SEP 2020

    B.Sc., TU Kaiserslautern

  • NOV 2019 - MAR 2020

    Intern, Arup

Moment

28 June 2026

A lucky sunny day at the White Cliffs near London, with a blue sea and perfect weather.

28 June 2026
28 June 2026
28 June 2026
28 June 2026

10 June 2026

At the PSCC conference in Cyprus, I swam in the sea with new friends.

10 June 2026
10 June 2026
10 June 2026
10 June 2026

09 May 2026

Idelstein, a quiet escape into nature, far from the noise of the city.

09 May 2026
09 May 2026
09 May 2026
09 May 2026

18 Apr 2026

Keukenhof, a lot of Tulips and my favorite Ananas Flower.

18 Apr 2026
18 Apr 2026
18 Apr 2026
18 Apr 2026

5 Apr 2026

Sicily, 5 rainy days, tombs, amphitheater, Etna volcano, temples, white cliffs, and my favorite pistachio lobster pasta.

5 Apr 2026
5 Apr 2026
5 Apr 2026
5 Apr 2026

20 Nov 2025

Paris, Lady Gaga concert.

20 Nov 2025
20 Nov 2025
20 Nov 2025
20 Nov 2025

02 Nov 2025

Giethoorn, a random trip on weekend; I love the Jellycat.

02 Nov 2025
02 Nov 2025
02 Nov 2025
02 Nov 2025

04 Oct 2025

Zakynthos, I jumped into the sea and got water up my nose, which nearly killed me.

04 Oct 2025
04 Oct 2025
04 Oct 2025
04 Oct 2025

05 Jul 2025

Omuro, Kamakura, Osaka, Kyoto, very different life, started to love Japan!

05 Jul 2025
05 Jul 2025
05 Jul 2025
05 Jul 2025

13 Oct 2024

Dubrovnik, a small and beautiful town; Burek is delicious!

13 Oct 2024
13 Oct 2024
13 Oct 2024
13 Oct 2024

11 Oct 2024

Koenigsee, driving with friends; the home-made butter bread is quite special.

11 Oct 2024
11 Oct 2024
11 Oct 2024
11 Oct 2024

16 Aug 2024

Munich, Adele concert.

16 Aug 2024
16 Aug 2024
16 Aug 2024
16 Aug 2024

20 Jul 2024

Gelsenkirchen, Taylor Swift concert.

20 Jul 2024
20 Jul 2024
20 Jul 2024
20 Jul 2024

06 July 2024

Vienna, we rented a small boat on the Danube.

06 July 2024
06 July 2024
06 July 2024
06 July 2024

05 May 2024

Tenerife, pink castle, moon landscapes, stargazing, speedboat, and water park - unforgettable experience.

05 May 2024
05 May 2024
05 May 2024
05 May 2024

25 Feb 2024

Malta, the jelly-like sea looks delicious.

25 Feb 2024
25 Feb 2024
25 Feb 2024
25 Feb 2024

23 Dec 2023

Tromso, travel at Christmas, wish one day I could work there.

23 Dec 2023
23 Dec 2023
23 Dec 2023
23 Dec 2023

02 Dec 2023

Zaanse Schans, photograph in pouring rain.

02 Dec 2023
02 Dec 2023
02 Dec 2023
02 Dec 2023

13 Aug 2023

Munich, Partnachklamm - a hidden gorge, super cool and refreshing.

13 Aug 2023
13 Aug 2023
13 Aug 2023
13 Aug 2023

21 May 2023

Budapest, their military music sounds amazing.

21 May 2023
21 May 2023
21 May 2023
21 May 2023

04 Mar 2023

Split, soft and fluffy clouds.

04 Mar 2023
04 Mar 2023
04 Mar 2023
04 Mar 2023

26 Feb 2023

Lake Bled and Ljubljana, climbing in the snow to see Lake Bled; city tour in dragon city.

26 Feb 2023
26 Feb 2023
26 Feb 2023
26 Feb 2023

21 Dec 2022

Sintra Portugal, travel at Christmas.

21 Dec 2022
21 Dec 2022
21 Dec 2022
21 Dec 2022

23 Nov 2022

Frankfurt, Within Temptation concert.

23 Nov 2022
23 Nov 2022
23 Nov 2022
23 Nov 2022

07 Aug 2022

Wolfsburg, happy life waiting for joining Volkswagen.

07 Aug 2022
07 Aug 2022
07 Aug 2022
07 Aug 2022

23 July 2020

Munich, a lonely Birthday.

23 July 2020
23 July 2020
23 July 2020
23 July 2020

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