Sam M. Vinko

According to our database, Sam M. Vinko authored at least 5 papers between 2020 and 2022.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of five.

2022

Building high accuracy emulators for scientific simulations with deep neural architecture search.

Muhammad Firmansyah 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

Mach. Learn. Sci. Technol., 2022

2021

DQC: a Python program package for Differentiable Quantum Chemistry.

Muhammad Firmansyah Kasim, Susi Lehtola, Sam M. Vinko

CoRR, 2021

Learning the exchange-correlation functional from nature with fully differentiable density functional theory.

Muhammad Firmansyah Kasim, Sam M. Vinko

CoRR, 2021

2020

ξ-torch: differentiable scientific computing library.

Muhammad Firmansyah Kasim, Sam M. Vinko

CoRR, 2020

Up to two billion times acceleration of scientific simulations with deep neural architecture search.

Muhammad Firmansyah 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

CoRR, 2020