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Atılım Güneş Baydin

University of Oxford · GB
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Area of research
Astronomy and Astrophysics · Artificial Intelligence
Research interest
Research interests include Solar and Space Plasma Dynamics, Gaussian Processes and Bayesian Inference, Machine Learning and Data Classification, and Stellar, planetary, and galactic studies.
h-index
18
citations
3,470
works
101
NIH funding
primary concept
email

Recent publications

Accurate Machine-learning Atmospheric Retrieval via a Neural-network Surrogate Model for Radiative Transfer
The Planetary Science Journal 2022cited by 38position: middledoi
Toward Machine Learning Optimization of Experimental Design
Nuclear Physics News 2021cited by 25position: firstdoi
Automatic differentiation in machine learning: a survey
Maynooth University ePrints and eTheses Archive (Maynooth University) 2015cited by 2,096position: first

Grants

No grants ingested yet.

Frequent collaborators

A. Giammanco · University of Antwerp1 papers (2021–2021)David Wright · Massachusetts Institute of Technology1 papers (2022–2022) · 1 papers (2021–2021)Jeffrey Mark Siskind · Purdue University West Lafayette1 papers (2015–2015)Giada Arney · Planetary Science Institute1 papers (2022–2022)Michael D. Himes · Goddard Space Flight Center1 papers (2022–2022) · 1 papers (2022–2022) · 1 papers (2021–2021)Joseph Harrington · Planetary Science Institute1 papers (2022–2022) · 1 papers (2021–2021)Hevjin Yarar · University of Padua1 papers (2021–2021)M. Tosi · University of Padua1 papers (2021–2021)Giles C. Strong · University of Padua1 papers (2021–2021)A. Ustyuzhanin · National University of Singapore1 papers (2021–2021) · 1 papers (2021–2021)K. Cranmer · Institut polytechnique de Grenoble1 papers (2021–2021) · 1 papers (2022–2022)Barak A. Pearlmutter · Carnegie Mellon University1 papers (2015–2015) · 1 papers (2022–2022)Gilles Louppe · New York University1 papers (2021–2021)
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