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researcher

Mark Koch

5 papers hereh-index 335 citations6 works total

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

author position
  • sole author1
  • first author1
  • middle author2
  • last author1

Across the 5 of 5 papers where every author was matched, so the position is known.

fields
  • quant-ph3
  • cs.CV1
  • cs.LG1
same name
  • Mark Koch — 6 papers, h 3

Either other researchers who publish under this name, or the same person where the external sources have not merged their records.

identity via Semantic Scholar / OpenAlex

most citedQuantum Machine Learning using the ZXW-Calculus

7 citations · 17 across the 5 of their papers we have counts for

collaborators
Showing quant-phShow all

3 papers · 1 filter

quant-ph2023★ 6 cited

Speedy Contraction of ZX Diagrams with Triangles via Stabiliser Decompositions

Mark Koch, Richie Yeung, Quanlong Wang

Recent advances in classical simulation of Clifford+T circuits make use of the ZX calculus to iteratively decompose and simplify magic states into stabiliser terms. We improve on t…

quant-ph2022★ 7 cited

Quantum Machine Learning using the ZXW-Calculus

Mark Koch

The field of quantum machine learning (QML) explores how quantum computers can be used to more efficiently solve machine learning problems. As an application of hybrid quantum-clas…

quant-ph2022★ 4 cited

Differentiating and Integrating ZX Diagrams with Applications to Quantum Machine Learning

Quanlong Wang, Richie Yeung, Mark Koch

ZX-calculus has proved to be a useful tool for quantum technology with a wide range of successful applications. Most of these applications are of an algebraic nature. However, othe…

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