Results 81 to 90 of about 389,041 (190)

High-precision regressors for particle physics

Scientific Reports
Monte Carlo simulations of physics processes at particle colliders like the Large Hadron Collider at CERN take up a major fraction of the computational budget.
Fady Bishara, Ayan Paul, Jennifer Dy
doaj   +1 more source

Bridging Machine Learning and Cosmological Simulations: Using Neural Operators to emulate Chemical Evolution

The Open Journal of Astrophysics
The computational expense of solving non-equilibrium chemistry equations in astrophysical simulations poses a significant challenge, particularly in high-resolution, large-scale cosmological models.
Pelle van de Bor, John Brennan, John A. Regan, Jonathan Mackey   +3 more
doaj   +1 more source

Optimize Gate-All-Around Devices Using Wide Neural Network-Enhanced Bayesian Optimization

IEEE Journal of the Electron Devices Society
Device design processes based on manual design experience require numerous experiments and simulations. As transistors continue to shrink, complex physical effects, such as quantum effects intensify, making the design process increasingly costly, whether
Jiaye Shen, Zhiqiang Li, Zhenjie Yao
doaj   +1 more source

Advancing nonadiabatic molecular dynamics simulations in solids with E(3) equivariant deep neural hamiltonians

Nature Communications
Non-adiabatic molecular dynamics (NAMD) simulations have become an indispensable tool for investigating excited-state dynamics in solids. In this work, we propose a general framework, N2AMD (Neural-Network Non-Adiabatic Molecular Dynamics), which employs
Changwei Zhang, Yang Zhong, Zhi-Guo Tao, Xinming Qin, Honghui Shang, Zhenggang Lan, Oleg V. Prezhdo, Xin-Gao Gong, Weibin Chu, Hongjun Xiang   +9 more
doaj   +1 more source

Comparing neural simulations by neural density estimation

2019 Conference on Cognitive Computational Neuroscience, 2019
Jan Boelts, Jan-Matthis Lueckmann, Pedro J. Goncalves, Henning Sprekeler, Jakob H. Macke   +4 more
openaire   +1 more source

Predictive simulations of postural control: exploring the role of signal noise and neural delays in Parkinson's disease. [PDF]

Sci Rep
Shanbhag J, Wechsler I, Fleischmann S, Eskofier BM, Koelewijn AD, Winkler J, Wartzack S, Gassner H, Miehling J.   +8 more
europepmc   +1 more source

Polydopamine-doped PEDOT interfaces improve cell-electrode interactions and neural signal transmission. [PDF]

Sci Rep
Ahmadi Seyedkhani S, Kalhor S, Iraji Zad A, Vafaiee M, Taghipoor M, Mohammadpour R.   +5 more
europepmc   +1 more source

Predictive Quantum Vibrational Spectra through Active Learning 4G-NNPs. [PDF]

J Phys Chem Lett
Faruque MO, Limbu DK, London N, Momeni MR.   +3 more
europepmc   +1 more source

NEST (NEural Simulation Tool)

Scholarpedia, 2007
Markus Diesmann, Marc-Oliver Gewaltig
openaire   +1 more source

Accounting for sensitivity of latent learning to behavioral statistics with successor representations. [PDF]

PLoS Comput Biol
Menezes M, Zeng X, Cheng S.
europepmc   +1 more source