Emerging Technologies · Computer Science
A Comprehensive Survey on Nanophotonics Neural Networks
Konstantinos Demertzis, Georgios Papadopoulos, Lazaros Iliadis, Lykourgos Magafas
2021-11-03
Materials Science · Physics
Neural network approach for a rapid prediction of metal-supported borophene properties
Pierre Mignon, Abdul-Rahman Allouche, Neil Richard Innis, Colin Bousige
2023-12-12
Machine Learning · Computer Science
Model Based and Physics Informed Deep Learning Neural Network Structures
Ali Mohammad-Djafari, Ning Chu, Li Wang, Caifang Cai +1
2024-08-15
Machine Learning · Computer Science
Constructing Neural Network-Based Models for Simulating Dynamical Systems
Christian Møldrup Legaard, Thomas Schranz, Gerald Schweiger, Ján Drgoňa +5
2022-07-26
Emerging Technologies · Computer Science
Physics for Neuromorphic Computing
Danijela Markovic, Alice Mizrahi, Damien Querlioz, Julie Grollier
2020-03-26
Emerging Technologies · Computer Science
Prospects and applications of photonic neural networks
Chaoran Huang, Volker J. Sorger, Mario Miscuglio, Mohammed Al-Qadasi +12
2021-12-01
Machine Learning · Computer Science
On the Relationships between Graph Neural Networks for the Simulation of Physical Systems and Classical Numerical Methods
Artur P. Toshev, Ludger Paehler, Andrea Panizza, Nikolaus A. Adams
2023-04-04
Chemical Physics · Physics
Properties of $\alpha$-Brass Nanoparticles I: Neural Network Potential Energy Surface
Jan Weinreich, Anton Römer, Martín Leandro Paleico, Jörg Behler
2020-04-10
Machine Learning · Computer Science
An Introduction to Probabilistic Spiking Neural Networks: Probabilistic Models, Learning Rules, and Applications
Hyeryung Jang, Osvaldo Simeone, Brian Gardner, André Grüning
2020-01-08
Chemical Physics · Physics
Neural Network Potentials for Chemistry: Concepts, Applications and Prospects
Silvan Käser, Luis Itza Vazquez-Salazar, Markus Meuwly, Kai Töpfer
2022-12-23
Signal Processing · Electrical Eng. & Systems
An Introduction to Spiking Neural Networks: Probabilistic Models, Learning Rules, and Applications
Hyeryung Jang, Osvaldo Simeone, Brian Gardner, André Grüning
2019-10-22
Computational Physics · Physics
Deep Potential: a general representation of a many-body potential energy surface
Jiequn Han, Linfeng Zhang, Roberto Car, Weinan E
2020-07-20
Soft Condensed Matter · Physics
Mechanistic Modeling of Lipid Nanoparticle Formation for the Delivery of Nucleic Acid Therapeutics
Pavan K. Inguva, Saikat Mukherjee, Pierre J. Walker, Vico Tenberg +12
2025-04-29
Materials Science · Physics
Calculations of Real-System Nanoparticles Using Universal Neural Network Potential PFP
Gerardo Valadez Huerta, Yusuke Nanba, Iori Kurata, Kosuke Nakago +3
2021-07-05
Biological Physics · Physics
Building a model of the brain: from detailed connectivity maps to network organization
Renan Oliveira Shimoura, Rodrigo F. O. Pena, Vinicius Lima, Nilton L. Kamiji +2
2021-06-15