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Publication search results
found 594 matches
- 2024
- Sayantan Auddy, Ramit Dey, Neal J. Turner, Shantanu Basu:
GRINN: a physics-informed neural network for solving hydrodynamic systems in the presence of self-gravity. Mach. Learn. Sci. Technol. 5(2): 25014 (2024) - Pragyan Banerjee, Shivam Milind Akarte, Prakhar Kumar, Muhammad Shamsuzzaman, Ankit Butola, Krishna Agarwal, Dilip K. Prasad, Frank Melandsø, Anowarul Habib:
High-resolution imaging in acoustic microscopy using deep learning. Mach. Learn. Sci. Technol. 5(1): 15007 (2024) - Jessica Barr, Giorgio Zicari, Alessandro Ferraro, Mauro Paternostro:
Spectral density classification for environment spectroscopy. Mach. Learn. Sci. Technol. 5(1): 15043 (2024) - Chad Bustard, John F. Wu:
Deep learning cosmic ray transport from density maps of simulated, turbulent gas. Mach. Learn. Sci. Technol. 5(1): 15028 (2024) - Jizhen Cai, Clotilde Boust, Alamin Mansouri:
ATSFCNN: a novel attention-based triple-stream fused CNN model for hyperspectral image classification. Mach. Learn. Sci. Technol. 5(1): 15024 (2024) - Tanujit Chakraborty, Ujjwal Reddy K. S, Shraddha M. Naik, Madhurima Panja, Bayapureddy Manvitha:
Ten years of generative adversarial nets (GANs): a survey of the state-of-the-art. Mach. Learn. Sci. Technol. 5(1): 11001 (2024) - Mehmet Demirtas, James Halverson, Anindita Maiti, Matthew D. Schwartz, Keegan Stoner:
Neural network field theories: non-Gaussianity, actions, and locality. Mach. Learn. Sci. Technol. 5(1): 15002 (2024) - Juan Viguera Diez, Sara Romeo Atance, Ola Engkvist, Simon Olsson:
Generation of conformational ensembles of small molecules via surrogate model-assisted molecular dynamics. Mach. Learn. Sci. Technol. 5(2): 25010 (2024) - Haiqi Dong, Amanda S. Barnard, Amanda J. Parker:
Online meta-learned gradient norms for active learning in science and technology. Mach. Learn. Sci. Technol. 5(1): 15041 (2024) - Parag Jyoti Dutta, Xavier Emery:
Classifying rock types by geostatistics and random forests in tandem. Mach. Learn. Sci. Technol. 5(2): 25013 (2024) - Marco Eckhoff, Markus Reiher:
CoRe optimizer: an all-in-one solution for machine learning. Mach. Learn. Sci. Technol. 5(1): 15018 (2024) - Patrick Egenlauf, Patric Rommel, Jörg Main:
Gaussian-process-regression-based method for the localization of exceptional points in complex resonance spectra. Mach. Learn. Sci. Technol. 5(1): 15045 (2024) - Cristiano Fanelli, James Giroux:
ELUQuant: event-level uncertainty quantification in deep inelastic scattering. Mach. Learn. Sci. Technol. 5(1): 15017 (2024) - Osvaldo Gramaxo Freitas, Juan Calderón Bustillo, José A. Font, Solange Nunes, António Onofre, Alejandro Torres-Forné:
Comparison of neural network architectures for feature extraction from binary black hole merger waveforms. Mach. Learn. Sci. Technol. 5(1): 15036 (2024) - Felix Frohnert, Evert P. L. van Nieuwenburg:
Explainable representation learning of small quantum states. Mach. Learn. Sci. Technol. 5(1): 15001 (2024) - Weizhong Fu, Weiluo Ren, Ji Chen:
Variance extrapolation method for neural-network variational Monte Carlo. Mach. Learn. Sci. Technol. 5(1): 15016 (2024) - Lukas Fuchs, Tom Kirstein, Christoph Mahr, Orkun Furat, Valentin Baric, Andreas Rosenauer, Lutz Mädler, Volker Schmidt:
Using convolutional neural networks for stereological characterization of 3D hetero-aggregates based on synthetic STEM data. Mach. Learn. Sci. Technol. 5(2): 25007 (2024) - Alex Gabel, Rick Quax, Efstratios Gavves:
Data-driven Lie point symmetry detection for continuous dynamical systems. Mach. Learn. Sci. Technol. 5(1): 15037 (2024) - Jose Galarza, Tamer Oraby:
Functional data learning using convolutional neural networks. Mach. Learn. Sci. Technol. 5(1): 15030 (2024) - Jorge Francisco García-Samartín, Christyan Cruz Ulloa, Jaime del Cerro, Antonio Barrientos:
Active robotic search for victims using ensemble deep learning techniques. Mach. Learn. Sci. Technol. 5(2): 25004 (2024) - John L. A. Gardner, Kathryn T. Baker, Volker L. Deringer:
Synthetic pre-training for neural-network interatomic potentials. Mach. Learn. Sci. Technol. 5(1): 15003 (2024) - Sean Gasiorowski, Yifan Chen, Youssef S. G. Nashed, Pierre Granger, Camelia Mironov, Ka Vang Tsang, Daniel Ratner, Kazuhiro Terao:
Differentiable simulation of a liquid argon time projection chamber. Mach. Learn. Sci. Technol. 5(2): 25012 (2024) - Mohammad Sharifi Ghazijahani, Christian Cierpka:
On the prediction of the turbulent flow behind cylinder arrays via echo state networks. Mach. Learn. Sci. Technol. 5(3): 35005 (2024) - Elies Gil-Fuster, Jens Eisert, Vedran Dunjko:
On the expressivity of embedding quantum kernels. Mach. Learn. Sci. Technol. 5(2): 25003 (2024) - Kishan Govind, Daniela Oliveros, Antonin Dlouhy, Marc Legros, Stefan Sandfeld:
Deep learning of crystalline defects from TEM images: a solution for the problem of 'never enough training data'. Mach. Learn. Sci. Technol. 5(1): 15006 (2024) - Jens Grauer, Fabian Jan Schwarzendahl, Hartmut Löwen, Benno Liebchen:
Optimizing collective behavior of communicating active particles with machine learning. Mach. Learn. Sci. Technol. 5(1): 15014 (2024) - Paul Hagemann, Johannes Hertrich, Maren Casfor, Sebastian Heidenreich, Gabriele Steidl:
Mixed noise and posterior estimation with conditional deepGEM. Mach. Learn. Sci. Technol. 5(3): 35001 (2024) - Onno Huijgen, Luuk Coopmans, Peyman Najafi, Marcello Benedetti, Hilbert J. Kappen:
Training quantum Boltzmann machines with the β-variational quantum eigensolver. Mach. Learn. Sci. Technol. 5(2): 25017 (2024) - Chibuike Chiedozie Ibebuchi:
Redefining the North Atlantic Oscillation index generation using autoencoder neural network. Mach. Learn. Sci. Technol. 5(1): 01 (2024) - Chibuike Chiedozie Ibebuchi, Omon A Obarein, Itohan-Osa Abu:
Application of autoencoders artificial neural network and principal component analysis for pattern extraction and spatial regionalization of global temperature data. Mach. Learn. Sci. Technol. 5(1): 15009 (2024)
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