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Muhammad F. Kasim
ORCID
Publication Activity (10 Years)
Years Active: 2020-2022
Publications (10 Years): 5
Top Topics
Scientific Computing
Feed Forward
Software Package
Neural Architecture
Top Venues
CoRR
Mach. Learn. Sci. Technol.
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Publications
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Muhammad F. Kasim
,
Duncan Watson-Parris
,
Lucia Deaconu
,
Sophy Oliver
,
Peter W. Hatfield
,
Dustin H. Froula
,
Gianluca Gregori
,
Matt Jarvis
,
Samar Khatiwala
,
Jun Korenaga
,
Jacob Topp-Mugglestone
,
Eleonora Viezzer
,
Sam M. Vinko
Building high accuracy emulators for scientific simulations with deep neural architecture search.
Mach. Learn. Sci. Technol.
3 (1) (2022)
Muhammad F. Kasim
,
Sam M. Vinko
Learning the exchange-correlation functional from nature with fully differentiable density functional theory.
CoRR
(2021)
Muhammad F. Kasim
,
Susi Lehtola
,
Sam M. Vinko
DQC: a Python program package for Differentiable Quantum Chemistry.
CoRR
(2021)
Muhammad F. Kasim
,
Sam M. Vinko
ξ-torch: differentiable scientific computing library.
CoRR
(2020)
Muhammad F. Kasim
,
Duncan Watson-Parris
,
Lucia Deaconu
,
Sophy Oliver
,
Peter Hatfield
,
Dustin H. Froula
,
Gianluca Gregori
,
Matt Jarvis
,
Samar Khatiwala
,
Jun Korenaga
,
Jacob Topp-Mugglestone
,
Eleonora Viezzer
,
Sam M. Vinko
Up to two billion times acceleration of scientific simulations with deep neural architecture search.
CoRR
(2020)