| Time | Session |
| 10:00 - 10:30 |
Welcome to MIAPbP - Introduction |
| 10:30 - 11:00 |
Introduction from the Organizers |
| 11:00 - 11:30 |
"Towards End-to-End Automatically Differentiable Cosmological Galaxy Survey Simulations": https://eiffl.github.io/talks/Munich2023 Francois Lanusse |
| 13:30 - 14:00 |
“Differentiable Simulation for Calibration and Parameter Inference” Sean Gasiorowski |
| Time | Session |
| 9:30 - 10:00 |
"Differentiable Forward Modeling the Connection Between Galaxies and Dark Matter Halos” Andrew Hearin |
| 13:30 - 14:00 |
"Intro to particle physics and SBI in particle physics” Aishik Ghosh |
| 17:00 - 19:30 |
Discussion and networking - BBQ |
| Time | Session |
| 9:30 - 10:00 |
"AD for an Array Language Supporting Nested Parallelism" Cosmin Oancea |
| 13:30 - 14:00 |
"Nested Sampling with gradients: the present state of the art" Will Handley |
| Time | Session |
| 8:00 - 17:00 |
Public holiday |
| Time | Session |
| 9:30 - 10:00 |
"Differentiable Vertex Fitting for Jet Flavor Tagging" Rachel Smith |
| 10:00 - 10:30 |
"Automatically Differentiable Weak Lensing Simulations for Full-Field Cosmological Inference": https://dlanzieri.github.io/talks/Munich2023/ Denise Lanzieri |
| 10:30 - 11:00 |
"Estimating Floating Point Errors, The Automatic Differentiation Way" Baidyanath Kundu |
| Time | Session |
| 9:45 - 10:00 |
Intro of the Week |
| 10:00 - 10:30 |
"Applied Measure Theory for Probabilistic Modeling": https://slides.com/cscherrer/2022-07-measuretheory-seattle-julia-meetup Chad Scherrer |
| 13:30 - 14:00 |
"Differential Programming with CoDiPack - An Overview and Applications“ Nicolas Gauger |
| Time | Session |
| 9:30 - 10:00 |
TomOpt: Optimize a Muon Tomography Experiment with Differentiable Programming Pietro Vischia |
| 13:30 - 14:00 |
"The Galactic Center Excess mystery and how differentiable programming can help resolve it" Siddarth Mishra-Sharma |
| 17:00 - 19:30 |
Discussion and networking - Bavarian Brotzeit |
| Time | Session |
| 9:30 - 10:00 |
"Reconstructing cosmological fields with differentiable simulations": https://modichirag.github.io/talks/MIAPbP_June2023/#/ Chirag Modi |
| 13:30 - 14:00 |
Solving Inverse Physics Problems with Score Matching Benjamin Holzschuh |
| Time | Session |
| 9:30 - 10:00 |
Talk |
| 13:30 - 14:00 |
Talk William Moses |
| Time | Session |
| 9:30 - 10:00 |
"NIFTy.re – A Library for Gaussian Processes & VI for Inferences with Billions of Parameter" Gordian Edenhofer |
| 10:00 - 10:30 |
“Numba-Enzyme: Trace-free Differentiable Python” Ludger Paehler |
| 10:30 - 11:00 |
"Differentiating GATE/Geant4 with Derivgrind" Max Aehle |
| Time | Session |
| 10:00 - 10:30 |
"Checkpoint Reverse Automatic Differentiation" Barak Pearlmutter |
| 14:00 - 14:30 |
"Data-flow reversal and Garbage Collection" Laurent Hascoet |
| Time | Session |
| 9:30 - 10:00 |
Talk Auralee Edelen |
| 14:00 - 14:30 |
Talk Paige Bailey |
| 17:00 - 19:30 |
Discussion and networking - BBQ |
| Time | Session |
| 9:30 - 10:00 |
Computing Derivatives of Programs with Continuous and Discrete Randomness Frank Schaefer |
| 14:00 - 14:30 |
On the Memory-reduced Calculation of Adjoints Andrea Walther |
| Time | Session |
| 9:30 - 10:00 |
Metric Gaussian Variational Inference Jakob Knollmüller |
| 14:00 - 14:30 |
Talk Christoph Weniger |
| Time | Session |
| 9:30 - 10:00 |
"A Minimal Programmable Model for Synthetic Living Materials" Qian-Ze Zhu |
| 10:00 - 10:30 |
"Bayesian Spatio-spectral imaging of SN1006" Margret Westerkamp |
| 10:30 - 11:00 |
"Bivariate Causal Discovery - A probabilistic approach" Matteo Guardiani |
| 14:00 - 14:30 |
RooFit: a probabilistic programming language Jonas Rembser |
| Time | Session |
| 9:00 - 17:00 |
Topical Workshop |
| Time | Session |
| 9:00 - 17:00 |
Topical Workshop |
| Time | Session |
| 9:00 - 17:00 |
Topical Workshop |
| Time | Session |
| 9:30 - 11:00 |
Discussion session & summary |
| 13:30 - 14:00 |
Talk |
| 17:00 - 19:30 |
Discussion and networking - Bavarian Brotzeit |
| Time | Session |
| 9:30 - 11:00 |
Discussion session & summary |