CDCS Opening symposium

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Sessions*

CDL2 (Photon Science)

CDL3 (Systems Biology)

CDL4 (Controls of Accelerators)

Poster session with buffet

CCU (Computational Core Unit)

CDL1 (Astro- and Particle Physics)

Keynote

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Contributions*

A new era in data science, from AI to Quantum Computing: challenges and opportunities for research and industry (in session "Keynote")

Accelerator control systems (in session "CDL4 (Controls of Accelerators)")

Adaptive language technologies for the biomedical domain (in session "CCU (Computational Core Unit)")

An average-correlation-as-feature approach for robust classification (in session "CDL3 (Systems Biology)")

Closing remarks + poster award

Combinatorial algorithms operating in chemical space (in session "CCU (Computational Core Unit)")

Continuous Machine Learning with cleaned and generated radio galaxy data (in session "CCU (Computational Core Unit)")

Data flow path, data storage and computing and IT challenges: topics to have in mind when inventing/operating demanding detectors (in session "CDL2 (Photon Science)")

Data Science meets microbial dark matter (in session "CCU (Computational Core Unit)")

Data-driven accelerator controls (in session "CDL4 (Controls of Accelerators)")

Data-driven diagnosis (in session "CDL4 (Controls of Accelerators)")

DESY / XFEL Tour

Discussions over coffee: thought provocations

Distributed data stream processing (in session "CCU (Computational Core Unit)")

Dynamic clustering for anomaly detection and diagnosis (in session "CDL4 (Controls of Accelerators)")

Flat-Field Corrections with Shearlets (in session "CDL2 (Photon Science)")

Flexo: fixing your tomograms. (in session "CDL3 (Systems Biology)")

From photometric redshifts to improved weather forecasts: an interdisciplinary view on machine learning in astronomy (in session "CDL1 (Astro- and Particle Physics)")

Getting high: Calo Sim on speed (in session "CDL1 (Astro- and Particle Physics)")

Hardware acceleration for ML (in session "CDL4 (Controls of Accelerators)")

IDAF: Interdisciplinary Data Analysis Facility (in session "CCU (Computational Core Unit)")

Improvement of the 2D U-net for 3D microtomography with synchrotron radiation by multi-axis fusing (in session "CDL2 (Photon Science)")

Integrative structure modelling (in session "CDL3 (Systems Biology)")

Lensless imaging (in session "CDL2 (Photon Science)")

Mining the sky - bracing for data challenges in astronomy (in session "CDL1 (Astro- and Particle Physics)")

Multi-Omic data integration in gene regulatory networks (in session "CDL3 (Systems Biology)")

Network-based protein structural classification (in session "CDL3 (Systems Biology)")

Opportunities and challenges in the era of superluminous lightsources (in session "CDL2 (Photon Science)")

Panel Discussion at CSSB

Precision measurements in High Energy Physics: correlated and uncorrelated uncertainties (in session "CDL1 (Astro- and Particle Physics)")

Prediction and structure modeling of protein-protein interactions (in session "CDL3 (Systems Biology)")

Privacy-preserving network and systems medicine (in session "CDL3 (Systems Biology)")

Radio galaxy classification with GAN-generated data (in session "CDL1 (Astro- and Particle Physics)")

Real or Fake

Real-time data processing for serial crystallography (in session "CDL2 (Photon Science)")

Real-time feedbacks in accelerators (in session "CDL4 (Controls of Accelerators)")

Registration

Safety and security in machine learning applications (in session "CDL4 (Controls of Accelerators)")

Selection of important and related variables utilizing surrogate variables in random forests (in session "CDL3 (Systems Biology)")

Self-Supervised relation reasoning framework for diffraction spectra classification (in session "CDL2 (Photon Science)")

Statistics of generative calorimeter models (in session "CDL1 (Astro- and Particle Physics)")

Unsupervised learning for new discoveries in fundamental physics (in session "CDL1 (Astro- and Particle Physics)")

Welcome session

Why we need (more) systems architecture in data science (in session "CCU (Computational Core Unit)")

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Events scheduled on*

26/04/2022

27/04/2022

28/04/2022

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