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Lorenzo Zanisi
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21
5D Neural Surrogates for Nonlinear Gyrokinetic Simulations of Plasma Turbulence
5 days ago by
Gianluca Galletti
and
others
Plasma Physics
,
Artificial Intelligence
Calibrated Physics-Informed Uncertainty Quantification
6 February 2025 by
Vignesh Gopakumar
and
others
Machine Learning
,
Artificial Intelligence
Uncertainty Quantification of Surrogate Models using Conformal Prediction
31 October 2024 by
Vignesh Gopakumar
and
others
Artificial Intelligence
,
Atmospheric and Oceanic Physics
Valid Error Bars for Neural Weather Models using Conformal Prediction
20 June 2024 by
Vignesh Gopakumar
and
others
Machine Learning
Plasma Surrogate Modelling using Fourier Neural Operators
18 June 2024 by
Vignesh Gopakumar
and
others
at
University of Liverpool
Plasma Physics
,
Machine Learning
Neural-Parareal: Dynamically Training Neural Operators as Coarse Solvers for Time-Parallelisation of Fusion MHD Simulations
2 May 2024 by
S. J. P. Pamela
and
others
Plasma Physics
Data efficiency and long term prediction capabilities for neural operator surrogate models of core and edge plasma codes
13 February 2024 by
Nicole Carey
and
others
Plasma Physics
Efficient training sets for surrogate models of tokamak turbulence with Active Deep Ensembles
13 October 2023 by
Lorenzo Zanisi
and
others
Plasma Physics
Outflows in the Gaseous Discs of Active Galaxies and their impact on Black Hole Scaling Relations
17 April 2023 by
Nicola Menci
and
others
Astrophysics of Galaxies
,
Cosmology and Nongalactic Astrophysics
Fourier Neural Operator for Plasma Modelling
13 February 2023 by
Vignesh Gopakumar
and
others
Plasma Physics
,
Computational Physics
Fourier-RNNs for Modelling Noisy Physics Data
13 February 2023 by
Vignesh Gopakumar
and
others
Machine Learning
Testing the key role of the stellar mass-halo mass relation in galaxy merger rates and morphologies via DECODE, a novel Discrete statistical sEmi-empiriCal mODEl
9 August 2022 by
Hao Fu
and
others
Cosmology and Nongalactic Astrophysics
,
Astrophysics of Galaxies
LeMMINGs. III. The e-MERLIN Legacy Survey of the Palomar sample. Exploring the origin of nuclear radio emission in active and inactive galaxies through the [O III] -- radio connection
13 September 2021 by
R. Baldi
and
others
Astrophysics of Galaxies
,
High Energy Astrophysical Phenomena
The size function of massive satellites from the
R_e-R_h
and
M_{star}-M_h
relations: constraining the role of environment
27 May 2021 by
Lorenzo Zanisi
and
others
at
University of Southampton
Astrophysics of Galaxies
The evolution of compact massive quiescent and starforming galaxies derived from the
R_e-R_h
and
M_{\rm star}-M_h
relations
20 May 2021 by
Lorenzo Zanisi
and
others
Astrophysics of Galaxies
The MAGPI Survey -- science goals, design, observing strategy, early results and theoretical framework
22 December 2020 by
Chris Foster
and
others
Astrophysics of Galaxies
The relationship between fine galaxy stellar morphology and star formation activity in cosmological simulations: a deep learning view
16 December 2020 by
Lorenzo Zanisi
and
others
Astrophysics of Galaxies
,
Instrumentation and Methods for Astrophysics
Probing black hole accretion tracks, scaling relations and radiative efficiencies from stacked X-ray active galactic nuclei
12 December 2019 by
Francesco Shankar
and
others
Astrophysics of Galaxies
,
Cosmology and Nongalactic Astrophysics
Galaxy sizes and the galaxy-halo connection -- I: the remarkable tightness of the size distributions
5 December 2019 by
Lorenzo Zanisi
and
others
Astrophysics of Galaxies
Predicting fully self-consistent satellite richness, galaxy growth and starformation rates from the STastical sEmi-Empirical modeL STEEL
3 December 2019 by
Philip Grylls
and
others
Astrophysics of Galaxies
Constraining black hole-galaxy scaling relations from the large-scale clustering of Active Galactic Nuclei and implied mean radiative efficiency
22 October 2019 by
Francesco Shankar
and
others
at
University of Southampton
Astrophysics of Galaxies
,
Cosmology and Nongalactic Astrophysics
The Main Sequence at
z \sim 1.3
contains a sizable fraction of galaxies with compact star formation sizes: a new population of early post-starbursts?
8 May 2019 by
Alessandra Puglisi
and
others
Astrophysics of Galaxies
A Statistical Semi-Empirical Model: Satellite galaxies in Groups and Clusters
30 November 2018 by
P. Grylls
and
others
at
University of Southampton
Astrophysics of Galaxies
The Dramatic Size and Kinematic Evolution of Massive Early-Type Galaxies
13 March 2018 by
Agustín Lapi
and
others
Astrophysics of Galaxies
,
Cosmology and Nongalactic Astrophysics
Revisiting the bulge-halo conspiracy II: Towards explaining its puzzling dependence on redshift
21 November 2017 by
Francesco Shankar
and
others
at
ASTRON
Astrophysics of Galaxies
,
Cosmology and Nongalactic Astrophysics
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Key points
Topics
Astrophysics of Galaxies
Cosmology and Nongalactic Astrophysics
Plasma Physics
High Energy Astrophysical Phenomena
Machine Learning
Computational Physics
Instrumentation and Methods for Astrophysics