Start › Publications Publications Regression Analysis of XAS Spectra for Prediction of K-max Using Recurrent Model Under Small-Dataset Condition | A. Khodabakhsh | Talk Intelligent Analysis Pipeline for X-ray Absorption Spectroscopy: Near Real-Time Processing and Adaptive Experimentation | D. Rueda, M.-O. Andrez, T. Schoof, M. Karnevskiy, S. Levcenco, A. Bhogra, M. Gasthuber, E. Welter, A. Barty | Flash Talk and Poster Convolutional AutoEncoder for Anomaly Detection and Chemical-State Identification of XAS Spectra in Operando Catalysis | A. Khodabakhsh | Talk Data Preprocessing Challenges in Machine Learning Applications | A. Khodabakhsh | Poster Implementing Design Principles in the ROCK-IT GUIs: A UI/UX Development Case | Z. I. Isik Dursun | Talk, Proceedings paper UX Research for Design Optimization: Insights from the ROCK-IT User Interviews | Z. I. Isik Dursun | Talk The ROCK-IT Project | A. Schökel | Talk Towards a Fully Automated Beamline Experiment: Integrating Tango and ROS in Beamline Control Software Stack | A. Naja, L. Pithan (1.3 MB) Enhancing Developer Experience in Near Real-Time Scientific Data Processing: The AsapoWorker Library | D. Rueda | Poster Framework for Distributed Near Real-Time Data Processing Pipelines | M-O. Andrez | Poster AI Solutions for XAS Spectra Analysis in Operando Catalysis | A. Khodabakhsh | Talk The Value of Naive Questions in Multidisciplinary XAS Research | A. Khodabakhsh | Talk Data and Metadata in the ROCK-IT Project | K. Rial, J.-D. Grunwaldt, A. Rothkirch, H. Görzig, U. Konrad, A. Aggarwal, G. Guenther, R. Krahl, H. Perez Ponce, A. Velazquez Sanchez, T. Gruber, V. Biniyaminov, E. Bründermann, A. Gaur, J. Gethmann | Poster Data & Metadata in the Helmholtz ROCK-IT Project | K. Rial, H. Görzig, R. Krahl, A. Velazquez Sanchez | Poster (1.2 MB) DAPHNE4NFDI TA1 Meeting 2024 | 09-11 December 2024, Kiel Automatic Export of Data from Catalysis Experiments to NeXus in ROCK-IT | D. Tomecki, D. Burke, G. Guenther, H. Perez Ponce, S. R. Patel, W. Smith | Poster A Highly Automated Beamline for Analytical XAFS at the Future PETRA IV Storage Ring | E. Welter | Poster (1.9 MB) ROCK-IT: Catalyzing Innovation with EPICS, Bluesky at BESSY II MySpot Beamline | M. Bajdel, A. Dillman, C. E. Jimenez, L. Porzio, D. Tomecki, S. Vadilonga, W. Smith, I. Zyzak, D. Wallacher, P. Wegmann | Poster (1.2 MB) ROCK-IT GUI Design for Automated and Remote-Accessed Operando Catalysis Experiments | Z. I. Isik Dursun | Poster (1.2 MB) Near Real-Time Analysis Pipeline for X-ray Absorption Spectroscopy (for ROCK-IT) | D. Rueda, M-O. Andrez, T. Schoof, M. Karnevskiy, S. Levcenco, M. Gasthuber, E. Welter, A. Barty | Poster (581KB) The ROCK-IT Project: Towards A Holistic Workflow of Complex Operando Experiments | M. Kazemi, Z.I. Isik Dursun, A. Schökel | Poster (413KB) The ROCK-IT Project: Remote, Operando-controlled, Knowledge-driven, IT-based | A. Schökel | Poster Research Data Management and Data Flow in ROCK-IT | J. Gethmann, J.-D. Grunwaldt, C. Widmann, E. Bründermann, A.-S. Müller | Poster ROCK-IT: Tailor-Made Digital Solutions for Operando Catalysis Research | ROCK-IT HZB Team | Poster (573KB)