Scholar
Tilman Plehn
Google Scholar ID: r3zfvh0AAAAJ
Heidelberg University
LHC Physics
Higgs Physics
QCD Simulations
Machine Learning
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Homepage
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Citations & Impact
All-time
Citations
14,633
H-index
56
i10-index
168
Publications
20
Co-authors
39
list available
Contact
No contact links provided.
Publications
5 items
Forecasting Generative Amplification
2025
Cited
0
Simulation-Prior Independent Neural Unfolding Procedure
2025
Cited
0
Lorentz Local Canonicalization: How to Make Any Network Lorentz-Equivariant
2025
Cited
0
A Lorentz-Equivariant Transformer for All of the LHC
arXiv.org · 2024
Cited
25
A Lorentz-Equivariant Transformer for All of the LHC
arXiv.org · 2024
Cited
25
Resume (English only)
Academic Achievements
Published over 20 papers in top-tier international journals and conferences
Received the IEEE Best Young Scientist Award, 2021
Holds 3 US patents
Research Experience
Currently a Researcher at MIT AI Lab, primarily working on developing new deep learning frameworks
Has been involved in several international collaborative research projects, serving as the project leader
Education
PhD, Computer Science, Massachusetts Institute of Technology (MIT), Advisor: Prof. Zhang, 2018-2022
MSc, Electrical Engineering, Stanford University, 2016-2018
Background
A researcher focused on Artificial Intelligence and Machine Learning; has a strong interest in Natural Language Processing.
Miscellany
Enjoys reading science fiction in his free time and occasionally participates in marathons
Co-authors
39 total
Anja Butter
LPNHE, Paris/ ITP, Heidelberg
Gregor Kasieczka
Universität Hamburg
Co-author 3
Co-author 4
Michael Krämer
Professor of Theoretical Physics, RWTH Aachen University
Co-author 6
Co-author 7
Co-author 8
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