Concepedia

Ahmed Elnaggar

AE

11

Publications

3K

Citations

10

H-Index

1995

Active since

Affiliations

Technical University of Munich(Current)

Columbia University

Leibniz Supercomputing Centre

Institute for Advanced Study

Ahmed Elnaggar is an author at Technical University of Munich specializing in engineering, data science, and natural language processing.

Top concepts

EngineeringData ScienceNatural Language ProcessingMachine LearningKnowledge DiscoveryMachine TranslationDeep LearningBioinformaticsComputer ScienceComputational Biology

Publications per year

1995–2023

11

Publications

11

ProtTrans: Toward Understanding the Language of Life Through Self-Supervised Learning

Ahmed Elnaggar, Michael Heinzinger, Christian Dallago et al. · IEEE Transactions on Pattern Analysis and Machine Intelligence · 2021 · 2K citations · Full text

Modeling aspects of the language of life through transfer-learning protein sequences

Michael Heinzinger, Ahmed Elnaggar, Yu Wang et al. · BMC Bioinformatics · 2019 · 603 citations · Full text

Ankh ☥: Optimized Protein Language Model Unlocks General-Purpose Modelling

Ahmed Elnaggar, Hazem Essam, Wafaa Salah-Eldin et al. · 2023 · 141 citations · Full text

Llm Fine-tuning, Engineering, Machine Learning +16

ProtTrans: Towards Cracking the Language of Life's Code Through Self-Supervised Deep Learning and High Performance Computing

Ahmed Elnaggar, Michael Heinzinger, Christian Dallago et al. · arXiv (Cornell University) · 2020 · 71 citations · Full text

Artificial Intelligence, Engineering, Machine Learning +27

Modeling the language of life – Deep Learning Protein Sequences

Michael Heinzinger, Ahmed Elnaggar, Yu Wang et al. · 2019 · 42 citations · Full text

Structured Prediction, Engineering, Machine Learning +21

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