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- Currently displaying 1 - 20 of 261 publications
Lie Algebra Canonicalization: Equivariant Neural Operators under
arbitrary Lie Groups
(2024)
Convergent Regularization in Inverse Problems and Linear Plug-and-Play Denoisers
– Foundations of Computational Mathematics
(2024)
1
(doi: 10.1007/s10208-024-09654-x)
A study of why we need to reassess full reference image quality
assessment with medical images
(2024)
Can physics-informed neural networks beat the finite element method?
– IMA Journal of Applied Mathematics (Institute of Mathematics and Its Applications)
(2024)
89,
143
(doi: 10.1093/imamat/hxae011)
REFORMS: Consensus-based Recommendations for Machine-learning- based Science
– Science advances
(2024)
10,
eadk3452
(doi: 10.1126/sciadv.adk3452)
Reducing the Antigen Prevalence Target Threshold for Stopping and Restarting Mass Drug Administration for Lymphatic Filariasis Elimination: A Model-Based Cost-effectiveness Simulation in Tanzania, India and Haiti.
– Clinical infectious diseases : an official publication of the Infectious Diseases Society of America
(2024)
78,
S160
(doi: 10.1093/cid/ciae108)
Designing stable neural networks using convex analysis and ODEs
– Physica D: Nonlinear Phenomena
(2024)
463,
134159
(doi: 10.1016/j.physd.2024.134159)
Correction to: The curious case of the test set AUROC (Nature Machine Intelligence, (2024), 6, 4, (373-376), 10.1038/s42256-024-00817-7)
– Nature Machine Intelligence
(2024)
6,
494
(doi: 10.1038/s42256-024-00834-6)
Non-contact, portable and stand-off infrared thermal imager for security scanning applications
– AIP Advances
(2024)
14,
045314
(doi: 10.1063/5.0188862)
LaplaceNet: A Hybrid Graph-Energy Neural Network for Deep Semisupervised Classification
– IEEE Transactions on Neural Networks and Learning Systems
(2024)
35,
5306
(doi: 10.1109/tnnls.2022.3203315)
Recent Methodological Advances in Federated Learning for Healthcare
– Patterns (N Y)
(2024)
5,
101006
(doi: 10.1016/j.patter.2024.101006)
The curious case of the test set AUROC
– Nature Machine Intelligence
(2024)
6,
373
(doi: 10.1038/s42256-024-00817-7)
Modeling of a Liquid Leaf Target TNSA Experiment Using Particle-In-Cell Simulations and Deep Learning
– Laser and Particle Beams
(2024)
2023,
ARTN 2868112
(doi: 10.1155/2023/2868112)
Deep Gaussian Process Priors for Bayesian Inference in Nonlinear Inverse
Problems
(2023)
Dynamical Systems–Based Neural Networks
– SIAM Journal on Scientific Computing
(2023)
45,
A3071
(doi: 10.1137/22m1527337)
Contrastive Registration for Unsupervised Medical Image Segmentation.
– IEEE Trans Neural Netw Learn Syst
(2023)
PP,
1
(doi: 10.1109/TNNLS.2023.3332003)