activity
20112023
most citedA Deep Dive into Machine Learning Density Functional Theory for Materials Science and Chemistry

115 citations · 685 across the 39 of their papers we have counts for

collaborators

40 papers

physics.comp-ph2023★ 1 cited

EZ: An Efficient, Charge Conserving Current Deposition Algorithm for Electromagnetic Particle-In-Cell Simulations

Klaus Steiniger, Rene Widera, Sergei Bastrakov +13

We present EZ, a novel current deposition algorithm for particle-in-cell (PIC) simulations. EZ calculates the current density on the electromagnetic grid due to macro-particle moti…

physics.plasm-ph2023

Visualizing Plasmons and Ultrafast Kinetic Instabilities in Laser-Driven Solids using X-ray Scattering

Paweł Ordyna, Carsten Bähtz, Erik Brambrink +27

Ultra-intense lasers that ionize and accelerate electrons in solids to near the speed of light can lead to kinetic instabilities that alter the laser absorption and subsequent elec…

physics.acc-ph2023

Learning Electron Bunch Distribution along a FEL Beamline by Normalising Flows

Anna Willmann, Jurjen Couperus Cabadağ, Yen-Yu Chang +7

Understanding and control of Laser-driven Free Electron Lasers remain to be difficult problems that require highly intensive experimental and theoretical research. The gap between…

physics.plasm-ph2023★ 2 cited

Probing the dynamics of solid density micro-wire targets after ultra-intense laser irradiation using a free-electron laser

Thomas Kluge, Michael Bussmann, Eric Galtier +22

In this paper, we present an experiment that explores the plasma dynamics of a 7 micron diameter carbon wire after being irradiated with a near-relativistic-intensity short pulse l…

cs.LG2022★ 1 cited

Continual learning autoencoder training for a particle-in-cell simulation via streaming

Patrick Stiller, Varun Makdani, Franz Pöschel +4

The upcoming exascale era will provide a new generation of physics simulations. These simulations will have a high spatiotemporal resolution, which will impact the training of mach…

cs.DC2022★ 8 cited

Application Experiences on a GPU-Accelerated Arm-based HPC Testbed

Wael Elwasif, William Godoy, Nick Hagerty +28

This paper assesses and reports the experience of ten teams working to port,validate, and benchmark several High Performance Computing applications on a novel GPU-accelerated Arm t…