DeePMD-kit v2: A software package for deep potential models
DeePMD-kit is a powerful open-source software package that facilitates molecular dynamics
simulations using machine learning potentials known as Deep Potential (DP) models. This …
simulations using machine learning potentials known as Deep Potential (DP) models. This …
GWFAST: a Fisher information matrix python code for third-generation gravitational-wave detectors
F Iacovelli, M Mancarella, S Foffa… - The Astrophysical …, 2022 - iopscience.iop.org
Abstract We introduce GWFAST (https://github. com/CosmoStatGW/gwfast), a Fisher
information matrix Python code that allows for easy and efficient estimation of signal-to-noise …
information matrix Python code that allows for easy and efficient estimation of signal-to-noise …
The MillenniumTNG Project: the impact of baryons and massive neutrinos on high-resolution weak gravitational lensing convergence maps
We study weak gravitational lensing convergence maps produced from the MillenniumTNG
simulations by direct projection of the mass distribution on the past backwards lightcone of a …
simulations by direct projection of the mass distribution on the past backwards lightcone of a …
The effect of the deforming dark matter haloes of the Milky Way and the Large Magellanic Cloud on the Orphan–Chenab stream
S Lilleengen, MS Petersen, D Erkal… - Monthly Notices of …, 2023 - academic.oup.com
It has recently been shown that the Large Magellanic Cloud (LMC) has a substantial effect
on the Milky Way's stellar halo and stellar streams. Here, we explore how deformations of …
on the Milky Way's stellar halo and stellar streams. Here, we explore how deformations of …
Detection of cosmological 21 cm emission with the Canadian hydrogen intensity mapping experiment
We present a detection of 21 cm emission from large-scale structure (LSS) between redshift
0.78 and 1.43 made with the Canadian Hydrogen Intensity Mapping Experiment. Radio …
0.78 and 1.43 made with the Canadian Hydrogen Intensity Mapping Experiment. Radio …
Decentralized stochastic bilevel optimization with improved per-iteration complexity
Bilevel optimization recently has received tremendous attention due to its great success in
solving important machine learning problems like meta learning, reinforcement learning …
solving important machine learning problems like meta learning, reinforcement learning …
Bayesian optimization package: PHYSBO
PHYSBO (optimization tools for PHYSics based on Bayesian Optimization) is a Python
library for fast and scalable Bayesian optimization. It has been developed mainly for …
library for fast and scalable Bayesian optimization. It has been developed mainly for …
The halo mass function and filaments in full cosmological simulations with fuzzy dark matter
S May, V Springel - Monthly Notices of the Royal Astronomical …, 2023 - academic.oup.com
Fuzzy dark matter (FDM) is a dark matter candidate consisting of ultralight scalar particles
with masses around, a regime where cold bosonic matter behaves as a collective wave …
with masses around, a regime where cold bosonic matter behaves as a collective wave …
cuQuantum SDK: A high-performance library for accelerating quantum science
H Bayraktar, A Charara, D Clark… - 2023 IEEE …, 2023 - ieeexplore.ieee.org
We present the NVIDIA cuQuantum SDK [1], a state-of-the-art library of composable
primitives for GPU-accelerated quantum circuit simulations. As the size of quantum devices …
primitives for GPU-accelerated quantum circuit simulations. As the size of quantum devices …
The galaxy formation origin of the lensing is low problem
J Chaves-Montero, RE Angulo… - Monthly Notices of the …, 2023 - academic.oup.com
Recent analyses show that ΛCDM-based models optimized to reproduce the clustering of
massive galaxies overestimate their gravitational lensing by about 30 per cent, the so-called …
massive galaxies overestimate their gravitational lensing by about 30 per cent, the so-called …