1k citations · 2.5k across the 25 of their papers we have counts for
26 papers
DLCB: Ahead-of-Time Compilation for Dynamic Deep Learning
Alexander Collins, Bin Fan, Evghenii Gaburov +4
Deep learning workloads are increasingly deployed in settings where tensor shapes are not fully known at compile time. Batch sizes vary across requests, sequence lengths differ bet…
Tawa: Automatic Warp Specialization for Modern GPUs with Asynchronous References
Hongzheng Chen, Bin Fan, Alexander Collins +8
Modern GPUs feature specialized hardware units that enable high-performance, asynchronous dataflow execution. However, the conventional SIMT programming model is fundamentally misa…
Sapporo2: A versatile direct -body library
Jeroen Bédorf, Evghenii Gaburov, Simon Portegies Zwart
Astrophysical direct -body methods have been one of the first production algorithms to be implemented using NVIDIA's CUDA architecture. Now, almost seven years later, the GPU is…
24.77 Pflops on a Gravitational Tree-Code to Simulate the Milky Way Galaxy with 18600 GPUs
Jeroen Bédorf, Evghenii Gaburov, Michiko S. Fujii +3
We have simulated, for the first time, the long term evolution of the Milky Way Galaxy using 51 billion particles on the Swiss Piz Daint supercomputer with our -body gravitation…
Structure and evolution of high-mass stellar mergers
Evert Glebbeek, Evghenii Gaburov, Simon Portegies Zwart +1
In young dense clusters repeated collisions between massive stars may lead to the formation of a very massive star (above 100 Msun). In the past the study of the long-term evolutio…
Common Envelope Evolution: Where we stand and how we can move forward
N. Ivanova, S. Justham, X. Chen +16
This work aims to present our current best physical understanding of common-envelope evolution (CEE). We highlight areas of consensus and disagreement, and stress ideas which shoul…