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Differentiable Analysis Blueprint

5–6 Mar 2026
CERN
Europe/Berlin timezone

An IRIS-HEP Blueprint Workshop

Session

Conceptual Challenges

5 Mar 2026, 16:00
4/3-006 - TH Conference Room (CERN)

4/3-006 - TH Conference Room

CERN

110
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Presentation materials

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  1. 6. Everything that can go wrong [10'+5']
    Frederic Renner (Deutsches Elektronen-Synchrotron (DE))
    05/03/2026, 16:00

    My journey through pitfalls I discovered building an autodiff workflow for an ATLAS search.

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  2. 7. Adoption of Automatic Differentiation in HEP [10' + 5']
    Alexander Held (University of Wisconsin Madison (US))
    05/03/2026, 16:15

    How and where can AD help in HEP? What do we need to take advantage of it, how does it compare to approaches we used in previous decades? This talk will present a brief look into these questions.

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  3. 8. Discussion
    05/03/2026, 16:30
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