activity
20202026
most citedAccelerating computational materials discovery with artificial intelligence and cloud high-performance computing: from large-scale screening to experimental validation

127 citations · 133 across the 5 of their papers we have counts for

collaborators

5 papers

quant-ph2026★ 1 cited

QDK/Chemistry: A Modular Toolkit for Quantum Chemistry Applications

Nathan A. Baker, Brian Bilodeau, Chi Chen +23

We present QDK/Chemistry, a software toolkit for quantum chemistry workflows targeting quantum computers. The toolkit addresses a key challenge in the field: while quantum algorith…

physics.chem-ph2024★ 3 cited

Acceleration without Disruption: DFT Software as a Service

Fusong Ju, Xinran Wei, Lin Huang +13

Density functional theory (DFT) has been a cornerstone in computational chemistry, physics, and materials science for decades, benefiting from advancements in computational power a…

cs.DC2024★ 2 cited

XaaS: Acceleration as a Service to Enable Productive High-Performance Cloud Computing

Torsten Hoefler, Marcin Copik, Pete Beckman +8

HPC and Cloud have evolved independently, specializing their innovations into performance or productivity. Acceleration as a Service (XaaS) is a recipe to empower both fields with…

cond-mat.mtrl-sci2024★ 127 cited

Accelerating computational materials discovery with artificial intelligence and cloud high-performance computing: from large-scale screening to experimental validation

Chi Chen, Dan Thien Nguyen, Shannon J. Lee +8

High-throughput computational materials discovery has promised significant acceleration of the design and discovery of new materials for many years. Despite a surge in interest and…

cond-mat.mes-hall2020

Evaluation of synthetic and experimental training data in supervised machine learning applied to charge state detection of quantum dots

Jana Darulova, Matthias Troyer, Maja C. Cassidy

Automated tuning of gate-defined quantum dots is a requirement for large scale semiconductor based qubit initialisation. An essential step of these tuning procedures is charge stat…