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9:00 AM
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Introduction - Topical Worksop Welcome
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Lukas Heinrich
(Lecture Hall X5 1. 1.18ab)
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9:15 AM
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Introduction to Algorithmic Differentiation
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Andrea Walther
(Lecture Hall X5 1. 1.18ab)
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10:00 AM
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Probabilistic Programming - The Computational Tool For Science?
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Frank Wood
(Lecture Hall X5 1. 1.18ab)
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10:45 AM
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--- Coffee Break ---
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11:15 AM
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Introduction to Probabilistic Programming in Physical Sciences
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Torsten ensslin
(MPA)
(Lecture Hall X5 1. 1.18ab)
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9:00 AM
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Challenges and Opportunities in Differentiable Rendering at Scale
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Tzu-Mao Li
(Lecture Hall X5 1. 1.18ab)
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9:45 AM
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Diffusion Models and Differentiable Simulations (mostly for Fluids)
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Nils Thuerey
(Lecture Hall X5 1. 1.18ab)
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10:30 AM
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--- Coffee Break ---
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11:00 AM
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Differentiable Multiscale Strong Lens Modeling
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Aymeric Galan
(Lecture Hall X5 1. 1.18ab)
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11:35 AM
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Graphically Structure Diffusion Models for Science
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Frank Wood
(Lecture Hall X5 1. 1.18ab)
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9:00 AM
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Automatic Differentiation of Programs with Discrete Randomness
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Gaurav Arya
(Lecture Hall X5 1. 1.18ab)
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9:45 AM
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NIFTy - Numerical information field theory
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Philipp Frank
(Lecture Hall X5 1. 1.18ab)
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10:15 AM
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--- Coffee Break ---
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10:45 AM
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Automatic Differentiation and Probabilistic Programming in Astrodynamics
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Giacomo Acciarini
(Lecture Hall X5 1. 1.18ab)
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11:15 AM
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Modeling the Cosmic Large Scale Structure with LEFTfield
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Julia Stadler
(Lecture Hall X5 1. 1.18ab)
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11:45 AM
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Thank You & Closeout
(Lecture Hall X5 1. 1.18ab)
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12:00 PM
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Introduction to Differentiable Programming in Physical Sciences
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Kazuhiro Terao
(Lecture Hall X5 1. 1.18ab)
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12:45 PM
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--- Lunch Break ---
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2:00 PM
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Tool landscape and best practices in automatic differentiation
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Jan Hueckelheim
(Lecture Hall X5 1. 1.18ab)
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2:45 PM
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Challenges and Opportunities in Astrophysics Software: Leveraging Differentiable Modeling for Cosmological Surveys
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Jens Jasche
(Lecture Hall X5 1. 1.18ab)
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3:30 PM
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--- Coffee Break ---
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4:00 PM
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Adoption and Scaling strategies for Big Science: Recent Application and Success Stories in HEP
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Elizabeth Sexton-Kennedy
(Lecture Hall X5 1. 1.18ab)
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12:15 PM
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--- Lunch Break ---
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1:30 PM
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Using Interactive Theorem Prover for Scientific Computing
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Tomas Skrivan
(Lecture Hall X5 1. 1.18ab)
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2:00 PM
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Targeted simulation-based inference of dark matter substructures in strong gravitational lenses
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Noemi Anau Montel
(Lecture Hall X5 1. 1.18ab)
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2:30 PM
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--- Coffee Break ---
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3:00 PM
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State of the art tools in PP and open research problems
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Maria Gorinova
(Lecture Hall X5 1. 1.18ab)
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3:30 PM
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The effort to support automatic differentiation (AD) in RooFit
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Garima Singh
(Lecture Hall X5 1. 1.18ab)
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12:00 PM
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--- Lunch Break ---
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