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Federico Danieli
Federico Danieli
ML researcher, Apple
Geverifieerd e-mailadres voor apple.com
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A risk-based network analysis of distributed in-stream leaky barriers for flood risk management
B Hankin, I Hewitt, G Sander, F Danieli, G Formetta, A Kamilova, ...
Natural Hazards and Earth System Sciences 20 (10), 2567-2584, 2020
302020
Space-time block preconditioning for incompressible flow
F Danieli, BS Southworth, AJ Wathen
SIAM Journal on Scientific Computing 44 (1), A337-A363, 2022
192022
All‐at‐once solution of linear wave equations
F Danieli, AJ Wathen
Numerical Linear Algebra with Applications 28 (6), e2386, 2021
152021
Tight two-level convergence of linear parareal and MGRIT: Extensions and implications in practice
BS Southworth, W Mitchell, A Hessenthaler, F Danieli
Workshops on Parallel-in-Time Integration, 1-31, 2020
142020
Multigrid reduction in time for non-linear hyperbolic equations
F Danieli, S MacLachlan
arXiv preprint arXiv:2104.09404, 2021
132021
Theory, analysis, and best practices for sigmoid self-attention
J Ramapuram, F Danieli, E Dhekane, F Weers, D Busbridge, P Ablin, ...
arXiv preprint arXiv:2409.04431, 2024
112024
JBA trust challenge: A risk-based analysis of small scale, distributed,“nature-based” flood risk management measures deployed on river networks
S Cabaneros, F Danieli, G Formetta, R Gonzalez, M Grinfield, B Hankin, ...
Maths Foresees, Leeds, 2018
72018
Duet: 2d structured and approximately equivariant representations
X Suau, F Danieli, TA Keller, A Blaas, C Huang, J Ramapuram, ...
arXiv preprint arXiv:2306.16058, 2023
62023
REALM: Robust entropy adaptive loss minimization for improved single-sample test-time adaptation
S Seto, BJ Theobald, F Danieli, N Jaitly, D Busbridge
Proceedings of the IEEE/CVF Winter Conference on Applications of Computer …, 2024
42024
On a spurious interaction between uncertainty scores and answer evaluation metrics in generative qa tasks
A Santilli, M Xiong, M Kirchhof, P Rodriguez, F Danieli, X Suau, ...
Neurips Safe Generative AI Workshop 2024, 2024
22024
Deeppcr: Parallelizing sequential operations in neural networks
F Danieli, M Sarabia, X Suau Cuadros, P Rodriguez, L Zappella
Advances in Neural Information Processing Systems 36, 47598-47625, 2023
12023
Space-Time Block Preconditioning for Incompressible Resistive Magnetohydrodynamics
F Danieli, BS Southworth, JB Schroder
arXiv preprint arXiv:2309.00768, 2023
2023
Space-time solvers for incompressible flow
BS Southworth, F Danieli, A Wathen, S Rhebergen
Los Alamos National Laboratory (LANL), Los Alamos, NM (United States), 2022
2022
Optimizing the performance of a conical ceramic membrane
A Constantinou, M Cracco, F Danieli, R Gonzalez, I Griffiths, D Groves, ...
2021
Space-time block preconditioning for incompressible flow, and nonsymmetric AMG
BS Southworth, F Danieli, A Wathen, A Sivas, S Rhebergen, J Ruge, R Li
Los Alamos National Laboratory (LANL), Los Alamos, NM (United States), 2021
2021
Time-parallelisation techniques with applications to plasma simulation
F Danieli
University of Oxford, 2021
2021
146th European Study Group with Industry/Co-creation event with society Optimizing the performance of a conical ceramic membrane
A Constantinou, M Cracco, F Danieli, R Gonzalez, I Griffiths, D Groves, ...
2019
System Performance of networks of NFM
B Hankin, R Lamb, I Hewitt, G Sander, S Cabaneros, F Danieli, ...
EGU General Assembly Conference Abstracts, 7088, 2018
2018
EPSRC Centre for Doctoral Training in Industrially Focused Mathematical Modelling
F Danieli
Supplementary Materials for REALM: Robust Entropy Adaptive Loss Minimization for Improved Single-Sample Test-Time Adaptation
S Seto, BJ Theobald, F Danieli, N Jaitly, D Busbridge
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Artikelen 1–20