27 citations
- University of Southern CaliforniaUS2 papers
- Instituto de Biocomputación y Física de Sistemas Complejos1 paper
- Istituto di Radioastronomia di BolognaIT1 paper
- Lawrence Berkeley National LaboratoryUS1 paper
- National Energy Research Scientific Computing CenterUS1 paper
- National Institute for AstrophysicsIT1 paper
- Pacific Northwest National LaboratoryUS1 paper
- Rensselaer Polytechnic InstituteUS1 paper
- Stanford UniversityUS1 paper
- Ulsan National Institute of Science and TechnologyKR1 paper
- Universidad Complutense de MadridES1 paper
- Universitas Muslim Nusantara Al WashliyahID1 paper
5 papers
Towards Exascale Simulations of the ICM Dynamo with WENO-Wombat
J. Donnert, H. Jang, P. Mendygral +3
In galaxy clusters, modern radio interferometers observe non-thermal radio sources with unprecedented spatial and spectral resolution. For the first time, the new data allows to in…
Accelerating Large-Scale Data Analysis by Offloading to High-Performance Computing Libraries using Alchemist
Alex Gittens, Kai Rothauge, Shusen Wang +6
Apache Spark is a popular system aimed at the analysis of large data sets, but recent studies have shown that certain computations---in particular, many linear algebra computations…
Using Rule-Based Labels for Weak Supervised Learning: A ChemNet for Transferable Chemical Property Prediction
Garrett B. Goh, Charles Siegel, Abhinav Vishnu +1
With access to large datasets, deep neural networks (DNN) have achieved human-level accuracy in image and speech recognition tasks. However, in chemistry, data is inherently small…
Off-Diagonal Expansion Quantum Monte Carlo
Tameem Albash, Gene Wagenbreth, Itay Hen
We propose a Monte Carlo algorithm designed to simulate quantum as well as classical systems at equilibrium, bridging the algorithmic gap between quantum and classical thermal simu…
Advantages of Unfair Quantum Ground-State Sampling
Brian Hu Zhang, Gene Wagenbreth, Victor Martin-Mayor +1
The debate around the potential superiority of quantum annealers over their classical counterparts has been ongoing since the inception of the field by Kadowaki and Nishimori close…