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researcher

M. Aehle

19 papers hereh-index 7171 citations27 works total

Matching runs newest-first, so older work may not be attached to this profile yet.

author position
  • first author7
  • middle author8

Across the 15 of 19 papers where every author was matched, so the position is known.

fields
  • physics.ins-det6
  • cs.MS4
  • physics.comp-ph3
  • hep-ex2
  • astro-ph.IM1
  • math.NT1

identity via Semantic Scholar / OpenAlex

activity
20152026
most citedToward the End-to-End Optimization of Particle Physics Instruments with Differentiable Programming: a White Paper

8 citations · 31 across the 19 of their papers we have counts for

collaborators
Showing 2022 · cs.MSShow all

2 papers · 2 filters

cs.MS2022★ 3 cited

Reverse-Mode Automatic Differentiation of Compiled Programs

Max Aehle, Johannes Blühdorn, Max Sagebaum +1

Tools for algorithmic differentiation (AD) provide accurate derivatives of computer-implemented functions for use in, e. g., optimization and machine learning (ML). However, they o…

cs.MS2022★ 2 cited

Forward-Mode Automatic Differentiation of Compiled Programs

Max Aehle, Johannes Blühdorn, Max Sagebaum +1

Algorithmic differentiation (AD) is a set of techniques that provide partial derivatives of computer-implemented functions. Such a function can be supplied to state-of-the-art AD t…

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Not affiliated with arXiv. Researcher data from Semantic Scholar (ODC-BY) and OpenAlex.