Stop the war!Остановите войну!
for scientists:
default search action
Google
Google Scholar
Semantic Scholar
Internet Archive Scholar
CiteSeerX
ORCIDMachine Learning: Science and Technology, Volume 4
Volume 4, Number 1, March 2023
- Pablo Lemos
, Miles D. Cranmer, Muntazir Abidi, ChangHoon Hahn, Michael Eickenberg, Elena Massara, David Yallup, Shirley Ho:
Robust simulation-based inference in cosmology with Bayesian neural networks. 01
- Simone Ciarella, Jeanne Trinquier, Martin Weigt, Francesco Zamponi:
Machine-learning-assisted Monte Carlo fails at sampling computationally hard problems. 10501 - Nihang Fu, Lai Wei, Yuqi Song, Qinyang Li, Rui Xin, Sadman Sadeed Omee, Rongzhi Dong, Edirisuriya M. Dilanga Siriwardane, Jianjun Hu:
Material transformers: deep learning language models for generative materials design. 15001 - Alexandre Boulle, A Debelle:
Convolutional neural network analysis of x-ray diffraction data: strain profile retrieval in ion beam modified materials. 15002 - Ravinder Bhattoo, Sayan Ranu, N. M. Anoop Krishnan:
Learning the dynamics of particle-based systems with Lagrangian graph neural networks. 15003 - Muhammad Kashif, Saif M. Al-Kuwari:
The impact of cost function globality and locality in hybrid quantum neural networks on NISQ devices. 15004 - Tobias Haug, Chris N. Self, M. S. Kim:
Quantum machine learning of large datasets using randomized measurements. 15005 - Gunhee Park, Joonsuk Huh, Daniel K. Park:
Variational quantum one-class classifier. 15006 - Abdulhakim Alnuqaydan, Sergei Gleyzer, Harrison Prosper:
SYMBA: symbolic computation of squared amplitudes in high energy physics with machine learning. 15007 - Petr Mánek, Graham Van Goffrier, Vignesh Gopakumar, Nikolaos Nikolaou, Jonathan Shimwell, Ingo P. Waldmann:
Fast regression of the tritium breeding ratio in fusion reactors. 15008 - Pongpisit Thanasutives, Takashi Morita, Masayuki Numao, Ken-ichi Fukui:
Noise-aware physics-informed machine learning for robust PDE discovery. 15009 - Yongqiang Cheng, Geoffrey Wu, Daniel M. Pajerowski, Matthew B. Stone, Andrei T. Savici, Mingda Li, Anibal Ramirez-Cuesta:
Direct prediction of inelastic neutron scattering spectra from the crystal structure. 15010 - Arpan Biswas, Rama K. Vasudevan, Maxim A. Ziatdinov, Sergei V. Kalinin:
Optimizing training trajectories in variational autoencoders via latent Bayesian optimization approach *. 15011 - Artan Sheshmani, Yi-Zhuang You, Wenbo Fu, Ahmadreza Azizi:
Categorical representation learning and RG flow operators for algorithmic classifiers. 15012 - Chandrajit Bajaj, Luke McLennan, Timothy Andeen, Avik Roy:
Recipes for when physics fails: recovering robust learning of physics informed neural networks. 15013 - Alexander Luce, Ali Mahdavi, Heribert Wankerl, Florian Marquardt:
Investigation of inverse design of multilayer thin-films with conditional invertible neural networks. 15014 - Marco Corrias, Lorenzo Papa, Igor Sokolovic, Viktor Birschitzky, Alexander Gorfer, Martin Setvin, Michael Schmid, Ulrike Diebold, Michele Reticcioli, Cesare Franchini:
Automated real-space lattice extraction for atomic force microscopy images. 15015 - Dmitri Iouchtchenko, Jérôme F. Gonthier, Alejandro Perdomo-Ortiz, Roger G. Melko:
Neural network enhanced measurement efficiency for molecular groundstates. 15016 - Varun Shankar, Vedant Puri, Ramesh Balakrishnan, Romit Maulik, Venkatasubramanian Viswanathan:
Differentiable physics-enabled closure modeling for Burgers' turbulence. 15017 - Christyan Cruz Ulloa, Luis Garrido, Jaime del Cerro, Antonio Barrientos:
Autonomous victim detection system based on deep learning and multispectral imagery. 15018 - Elisabetta Cornacchia, Francesca Mignacco, Rodrigo Veiga, Cédric Gerbelot, Bruno Loureiro, Lenka Zdeborová:
Learning curves for the multi-class teacher-student perceptron. 15019 - Sascha Klawohn, James R. Kermode, Albert P. Bartók:
Massively parallel fitting of Gaussian approximation potentials. 15020 - Chris Tennant, Brian Freeman, Reza Kazimi, Daniel Moser, Dan T. Abell, Jonathan P. Edelen, Joshua Einstein-Curtis:
A smart alarm for particle accelerator beamline operations. 15021 - Brendan Folie, Maxwell Hutchinson:
Multivariate prediction intervals for bagged models. 15022 - Stefano Mensa, Emre Sahin, Francesco Tacchino, Panagiotis Kl. Barkoutsos, Ivano Tavernelli:
Quantum machine learning framework for virtual screening in drug discovery: a prospective quantum advantage. 15023 - Horacio Olivares-Pilón, Adrian M. Escobar-Ruiz, Mario Alan Quiroz-Juárez, Norberto Aquino:
Confined hydrogen atom: endohedrals H@C36 and H@C60. 15024 - Laura Gambini, Tiarnan Mullarkey, Lewys Jones, Stefano Sanvito:
Machine-learning approach for quantified resolvability enhancement of low-dose STEM data. 15025 - Shoummo Ahsan Khandoker, Jawaril Munshad Abedin, Mohamed Hibat-Allah:
Supplementing recurrent neural networks with annealing to solve combinatorial optimization problems. 15026 - Joshua A. Rackers, Lucas Tecot, Mario Geiger, Tess E. Smidt:
A recipe for cracking the quantum scaling limit with machine learned electron densities. 15027 - Tingting Xue, Xu Li, Xiaosong Chen, Li Chen, Zhangang Han:
Machine learning phases in swarming systems. 15028 - Assaf Shmuel, Eyal Heifetz:
Developing novel machine-learning-based fire weather indices. 15029 - Mehmet Akif Özdemir, Gizem Dilara Ozdemir, Merve Gul, Onan Güren, Utku Kursat Ercan:
Machine learning to predict the antimicrobial activity of cold atmospheric plasma-activated liquids. 15030 - Truong Son Hy, Risi Kondor:
Multiresolution equivariant graph variational autoencoder. 15031 - Min-Ruei Lin, Wan-Ju Li, Shin-Ming Huang:
Quaternion-based machine learning on topological quantum systems. 15032 - Lakshmi Revathi Krosuri, Aravapalli Rama Satish:
Novel heuristic-based hybrid ResNeXt with recurrent neural network to handle multi class classification of sentiment analysis. 15033 - Chang Min Hyun, Tae Jun Jang, Jeongchan Nam, Hyeuknam Kwon, Kiwan Jeon, Kyounghun Lee:
Machine learning-based signal quality assessment for cardiac volume monitoring in electrical impedance tomography. 15034 - Xiao Liang, Mingfan Li, Qian Xiao, Junshi Chen, Chao Yang, Hong An, Lixin He:
Deep learning representations for quantum many-body systems on heterogeneous hardware. 15035 - K. M. Abubeker, S. Baskar:
B2-Net: an artificial intelligence powered machine learning framework for the classification of pneumonia in chest x-ray images. 15036 - Luis M. Antunes, Keith T. Butler, Ricardo Grau-Crespo:
Predicting thermoelectric transport properties from composition with attention-based deep learning. 15037
Volume 4, Number 2, June 2023
- S. V. Venkatakrishnan, Chris M. Fancher, Maxim A. Ziatdinov, Rama K. Vasudevan, Kyle Saleeby, James Haley, Dunji Yu, Ke An, Alex Plotkowski:
Adaptive sampling for accelerating neutron diffraction-based strain mapping *. 25001 - Jingzu Yee, Daichi Igarashi, Shun Miyatake, Yoshiyuki Tagawa:
Prediction of the morphological evolution of a splashing drop using an encoder-decoder. 25002 - Junyu Liu, Changchun Zhong, Matthew Otten, Anirban Chandra, Cristian L. Cortes, Chaoyang Ti, Stephen K. Gray, Xu Han:
Quantum Kerr learning. 25003 - Elham E Khoda, Dylan S. Rankin, Rafael Teixeira de Lima, Philip C. Harris, Scott Hauck, Shih-Chieh Hsu, Michael Kagan, Vladimir Loncar, Chaitanya Paikara, Richa Rao, Sioni Summers, Caterina Vernieri, Aaron Wang:
Ultra-low latency recurrent neural network inference on FPGAs for physics applications with hls4ml. 25004 - Carlotta Trigila, Anirudh Srikanth, Emilie Roncali:
A generative adversarial network to speed up optical Monte Carlo simulations. 25005 - Davide Piras, Hiranya V. Peiris, Andrew Pontzen, Luisa Lucie-Smith, Ningyuan Guo, Brian Nord:
A robust estimator of mutual information for deep learning interpretability. 25006 - Samuel Duffield, Marcello Benedetti, Matthias Rosenkranz:
Bayesian learning of parameterised quantum circuits. 25007 - Insoo Kim, Minhyeok Lee, Junhee Seok:
ICEGAN: inverse covariance estimating generative adversarial network. 25008 - Lars Dingeldein, Pilar Cossio, Roberto Covino:
Simulation-based inference of single-molecule force spectroscopy. 25009 - Simone Ciarella, Massimiliano Chiappini, Emanuele Boattini, Marjolein Dijkstra, Liesbeth M. C. Janssen:
Dynamics of supercooled liquids from static averaged quantities using machine learning. 25010 - Aydin Göze Polat, Ferda Nur Alpaslan:
The reusability prior: comparing deep learning models without training. 25011 - A Larrañaga, Steven L. Brunton, J. Martínez, S. Chapela, Jacobo Porteiro:
Data-driven prediction of the performance of enhanced surfaces from an extensive CFD-generated parametric search space. 25012 - Aleksandra Ciprijanovic, Ashia Lewis, Kevin Pedro, Sandeep Madireddy, Brian Nord, Gabriel N. Perdue, Stefan M. Wild:
DeepAstroUDA: semi-supervised universal domain adaptation for cross-survey galaxy morphology classification and anomaly detection. 25013 - Patrick Emami, Aidan Perreault, Jeffrey N. Law, David Biagioni, Peter C. St. John:
Plug & play directed evolution of proteins with gradient-based discrete MCMC. 25014 - Jhansi Rani Challapalli, Nagaraju Devarakonda:
Effectual pre-processing with quantization error elimination in pose detector with the aid of image-guided progressive graph convolution network (IGP-GCN) for multi-person pose estimation. 25015 - Francesco Velotti, Brennan Goddard, Verena Kain, Rebecca Louise Ramjiawan, Giovanni Zevi Della Porta, Simon Hirlaender:
Towards automatic setup of 18 MeV electron beamline using machine learning. 25016 - Jan Weinreich, Guido Falk von Rudorff, O. Anatole von Lilienfeld:
Encrypted machine learning of molecular quantum properties. 25017 - Said Ouala, Bertrand Chapron, Fabrice Collard, Lucile Gaultier, Ronan Fablet:
Extending the extended dynamic mode decomposition with latent observables: the latent EDMD framework. 25018 - Cameron J. Gruich, Varun Madhavan, Yixin Wang, Bryan R. Goldsmith:
Clarifying trust of materials property predictions using neural networks with distribution-specific uncertainty quantification. 25019 - Yongcheng Ding, Xi Chen, José Rafael Magdalena Benedito, José D. Martín-Guerrero:
Closed-loop control of a noisy qubit with reinforcement learning. 25020
a service of 
manage site settings
To protect your privacy, all features that rely on external API calls from your browser are turned off by default. You need to opt-in for them to become active. All settings here will be stored as cookies with your web browser. For more information see our F.A.Q.
last updated on 2023-10-03 00:09 CEST by the dblp team
all metadata released as open data under CC0 1.0 license
see also: Terms of Use | Privacy Policy | Imprint
dblp was originally created in 1993 at:
since 2018, dblp has been operated and maintained by:
the dblp computer science bibliography is funded and supported by:
