Concept
Computer architecture simulator
Publications associées (104)
GEAR-RT: Towards Exa-Scale Moment Based Radiative Transfer For Cosmological Simulations Using Task-Based Parallelism And Dynamic Sub-Cycling with SWIFT
Numerical simulations have become an indispensable tool in astrophysics and cosmology. The constant need for higher accuracy, higher resolutions, and models ofever-increasing sophistication and complexity drives the development of modern toolswhich target ...
EPFL2023Generalizing Bulk-Synchronous Parallel Processing for Data Science: From Data to Threads and Agent-Based Simulations
Christoph Koch, Peter Lindner, Zilu Tian, Val Tannen
We generalize the bulk-synchronous parallel (BSP) processing model to make it better support agent-based simulations. Such simulations frequently exhibit hierarchical structure in their communication patterns which can be exploited to improve performance. ...
2023Statistical Emulation of Neural Simulators: Application to Neocortical L2/3 Large Basket Cells
Werner Alfons Hilda Van Geit, Oren Amsalem, Idan Segev
Many scientific systems are studied using computer codes that simulate the phenomena of interest. Computer simulation enables scientists to study a broad range of possible conditions, generating large quantities of data at a faster rate than the laboratory ...
FRONTIERS MEDIA SA2022High-order geometric integrators for nonadiabatic molecular quantum dynamics and their applications to explore conical intersections
Accurate simulations of molecular quantum dynamics are crucial for understanding numerous natural processes and experimental results. Yet, such high-accuracy simulations are challenging even for relatively simple systems where the Born-Oppenheimer approxim ...
EPFL2022The DESI N-body Simulation Project - II. Suppressing sample variance with fast simulations
Andrei Variu, Cheng Zhao, Yu Yu, Hanyu Zhang
Dark Energy Spectroscopic Instrument (DESI) will construct a large and precise three-dimensional map of our Universe. The survey effective volume reaches similar to 20 h(-3) Gpc(3). It is a great challenge to prepare high-resolution simulations with a much ...
OXFORD UNIV PRESS2022Efficient geometric integrators for the linear and nonlinear time-dependent Schrödinger equation
Many physical and chemical reactions are driven by nonadiabatic processes, which imply the breakdown of the celebrated Born-Oppenheimer approximation. To understand these processes, experimentalists employ spectroscopic techniques. However, the obtained re ...
EPFL2022Uncertainty estimation for molecular dynamics and sampling
Michele Ceriotti, Federico Grasselli, Yongbin Zhuang, Venkat Kapil, Kevin Rossi, Edgar Albert Engel, Giulio Imbalzano
Machine-learning models have emerged as a very effective strategy to sidestep time-consuming electronic-structure calculations, enabling accurate simulations of greater size, time scale, and complexity. Given the interpolative nature of these models, the r ...
2021Deep Reinforcement Learning for room temperature control: a black-box pipeline from data to policies
Colin Neil Jones, Bratislav Svetozarevic, Loris Di Natale
Deep Reinforcement Learning (DRL) recently emerged as a possibility to control complex systems without the need to model them. However, since weeks long experiments are needed to assess the performance of a building controller, people still have to rely on ...
2021