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Muhammad Awais

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Differentiable Surrogate for Detector Simulation and Design with Diffusion Models
On the Codesign of Scientific Experiments and Industrial Systems
End-to-End Detector Optimization with Diffusion Models: A Case Study in Sampling Calorimeters
Hadron Identification Prospects with Granular Calorimeters
Neuromorphic Readout for Hadron Calorimeters
Unsupervised Particle Tracking with Neuromorphic Computing

EIC Pathfinder Open · 2026–2030
Grant Agreement No. 101258353 ↗

Funded by the European Union. Views and opinions expressed are however those of the author(s) only and do not necessarily reflect those of the European Union or the European Innovation Council and SMEs Executive Agency (EISMEA). Neither the European Union nor EISMEA can be held responsible for them.

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