Lukas Heinrich
Orcid: 0000-0002-4048-7584Affiliations:
- TU Munich, Germany
- CERN, Geneva, Switzerland (former)
According to our database1,
Lukas Heinrich
authored at least 25 papers
between 2017 and 2024.
Collaborative distances:
Collaborative distances:
Timeline
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Book In proceedings Article PhD thesis Dataset OtherLinks
Online presence:
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on twitter.com
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on orcid.org
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on github.com
On csauthors.net:
Bibliography
2024
Trans. Mach. Learn. Res., 2024
Masked particle modeling on sets: towards self-supervised high energy physics foundation models.
Mach. Learn. Sci. Technol., 2024
Scalable ATLAS pMSSM computational workflows using containerised REANA reusable analysis platform.
CoRR, 2024
2023
Mach. Learn. Sci. Technol., December, 2023
Comput. Softw. Big Sci., December, 2023
Mach. Learn. Sci. Technol., September, 2023
Branches of a Tree: Taking Derivatives of Programs with Discrete and Branching Randomness in High Energy Physics.
CoRR, 2023
2022
Survey of Open Data Concepts Within Fundamental Physics: An Initiative of the PUNCH4NFDI Consortium.
Comput. Softw. Big Sci., December, 2022
FAIR for AI: An interdisciplinary, international, inclusive, and diverse community building perspective.
CoRR, 2022
2021
J. Open Source Softw., 2021
Frontiers Big Data, 2021
2019
Proceedings of the International Conference for High Performance Computing, 2019
Efficient Probabilistic Inference in the Quest for Physics Beyond the Standard Model.
Proceedings of the Advances in Neural Information Processing Systems 32: Annual Conference on Neural Information Processing Systems 2019, 2019
2018
Efficient Probabilistic Inference in the Quest for Physics Beyond the Standard Model.
CoRR, 2018
Search for Computational Workflow Synergies in Reproducible Research Data Analyses in Particle Physics and Life Sciences.
Proceedings of the 14th IEEE International Conference on e-Science, 2018
2017
Improvements to Inference Compilation for Probabilistic Programming in Large-Scale Scientific Simulators.
CoRR, 2017