Concepedia

Erik Buhmann

EB

12

Publications

514

Citations

11

H-Index

2021

Active since

Affiliations

Universität Hamburg(Current)

Deutsches Elektronen-Synchrotron DESY

Taras Shevchenko National University of Kyiv

Erik Buhmann is an author at Universität Hamburg specializing in physics, engineering, and machine learning.

Top concepts

PhysicsEngineeringMachine LearningNatural SciencesParticle PhysicsDeep LearningComputer ScienceComputational ScienceData ScienceGenerative Models

Publications per year

2021–2024

12

Publications

12

Getting High: High Fidelity Simulation of High Granularity Calorimeters with High Speed

Erik Buhmann, Sascha Diefenbacher, Engin Eren et al. · Computing and Software for Big Science · 2021 · 145 citations · Full text

Decoding Photons: Physics in the Latent Space of a BIB-AE Generative Network

Erik Buhmann, Sascha Diefenbacher, Engin Eren et al. · EPJ Web of Conferences · 2021 · 72 citations · Full text

Engineering, Machine Learning, Many-body Quantum Physic +23

Hadrons, better, faster, stronger

Erik Buhmann, Sascha Diefenbacher, Daniel Hundhausen et al. · Machine Learning Science and Technology · 2022 · 61 citations · Full text

Artificial Intelligence, Engineering, Machine Learning +17

CaloClouds: fast geometry-independent highly-granular calorimeter simulation

Erik Buhmann, Sascha Diefenbacher, Engin Eren et al. · Journal of Instrumentation · 2023 · 55 citations · Full text

Engineering, Machine Learning, Particle Method +20

EPiC-GAN: Equivariant point cloud generation for particle jets

Erik Buhmann, Gregor Kasieczka, Jesse Thaler · SciPost Physics · 2023 · 50 citations · Full text

Artificial Intelligence, Geometric Learning, Engineering +22

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