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Multi-objective genetic algorithm optimization of artificial neural network for estimating suspended sediment yield in Mahanadi River basin, India

International journal of river basin management, 2020-04, Vol.18 (2), p.207-215

2020

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Self-adaptive and super real-time forecast system for predictive fault set based on D5000

AIP Conference Proceedings, 2019, Vol.2073 (1)

2019

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Machine learning and the physical sciences

Reviews of modern physics, 2019-12, Vol.91 (4), p.1, Article 045002

2019

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Quantum Machine Learning in Feature Hilbert Spaces

Physical review letters, 2019-02, Vol.122 (4), p.040504-040504, Article 040504

2019

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Overcoming catastrophic forgetting in neural networks

Proceedings of the National Academy of Sciences - PNAS, 2017-03, Vol.114 (13), p.3521-3526

2017

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Quantum convolutional neural networks

Nature physics, 2019-12, Vol.15 (12), p.1273-1278

2019

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Gender imbalance in medical imaging datasets produces biased classifiers for computer-aided diagnosis

Proceedings of the National Academy of Sciences - PNAS, 2020-06, Vol.117 (23), p.12592-12594

2020

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Machine Learning Conservation Laws from Trajectories

Physical review letters, 2021-05, Vol.126 (18), p.180604-180604, Article 180604

2021

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Metalearners for estimating heterogeneous treatment effects using machine learning

Proceedings of the National Academy of Sciences - PNAS, 2019-03, Vol.116 (10), p.4156-4165

2019

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Experimental realization of a quantum support vector machine

Physical review letters, 2015-04, Vol.114 (14), p.140504-140504, Article 140504

2015

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A comprehensive review of deep learning applications in hydrology and water resources

Water science and technology, 2020-12, Vol.82 (12), p.2635-2670

2020

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A perspective on physical reservoir computing with nanomagnetic devices

Applied physics letters, 2023-01, Vol.122 (4)

2023

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Self-Learning Perfect Optical Chirality via a Deep Neural Network

Physical review letters, 2019-11, Vol.123 (21), p.213902-213902, Article 213902

2019

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Vessel Segmentation in Medical Imaging Using a Tight-Frame--Based Algorithm

SIAM journal on imaging sciences, 2013-01, Vol.6 (1), p.464-486

2013

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Robust continuous clustering

Proceedings of the National Academy of Sciences - PNAS, 2017-09, Vol.114 (37), p.9814-9819

2017

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Alleviating catastrophic forgetting using context-dependent gating and synaptic stabilization

Proceedings of the National Academy of Sciences - PNAS, 2018-10, Vol.115 (44), p.E10467-E10475

2018

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The difficulty of computing stable and accurate neural networks: On the barriers of deep learning and Smale's 18th problem

Proceedings of the National Academy of Sciences - PNAS, 2022-03, Vol.119 (12), p.e2107151119-e2107151119

2022

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Agency plus automation: Designing artificial intelligence into interactive systems

Proceedings of the National Academy of Sciences - PNAS, 2019-02, Vol.116 (6), p.1844-1850

Heer, Jeffrey

2019

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From memristive devices to neuromorphic systems

Applied physics letters, 2023-03, Vol.122 (11)

2023

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Classifying snapshots of the doped Hubbard model with machine learning

Nature physics, 2019-09, Vol.15 (9), p.921-924

2019

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Bayesian modeling of human-AI complementarity

Proceedings of the National Academy of Sciences - PNAS, 2022-03, Vol.119 (11), p.e2111547119-e2111547119

2022

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Visual Turing test for computer vision systems

Proceedings of the National Academy of Sciences - PNAS, 2015-03, Vol.112 (12), p.3618-3623

2015

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Dammann gratings-based truly parallel optical matrix multiplication accelerator

Optics letters, 2023-05, Vol.48 (9), p.2301-2304

2023

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Understanding deep learning is also a job for physicists

Nature physics, 2020-06, Vol.16 (6), p.602-604

Zdeborová, Lenka

2020

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AI-Predicted Protein Deformation Encodes Energy Landscape Perturbation

Physical review letters, 2024-08, Vol.133 (9), p.098401

2024

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Multi-objective genetic algorithm optimization of artificial neural network for estimating suspended sediment yield in Mahanadi River basin, India

Self-adaptive and super real-time forecast system for predictive fault set based on D5000

Machine learning and the physical sciences

Quantum Machine Learning in Feature Hilbert Spaces

Overcoming catastrophic forgetting in neural networks

Quantum convolutional neural networks

Gender imbalance in medical imaging datasets produces biased classifiers for computer-aided diagnosis

Machine Learning Conservation Laws from Trajectories

Metalearners for estimating heterogeneous treatment effects using machine learning

Experimental realization of a quantum support vector machine

A comprehensive review of deep learning applications in hydrology and water resources

A perspective on physical reservoir computing with nanomagnetic devices

Self-Learning Perfect Optical Chirality via a Deep Neural Network

Vessel Segmentation in Medical Imaging Using a Tight-Frame--Based Algorithm

Robust continuous clustering

Alleviating catastrophic forgetting using context-dependent gating and synaptic stabilization

The difficulty of computing stable and accurate neural networks: On the barriers of deep learning and Smale's 18th problem

Agency plus automation: Designing artificial intelligence into interactive systems

From memristive devices to neuromorphic systems

Classifying snapshots of the doped Hubbard model with machine learning

Bayesian modeling of human-AI complementarity

Visual Turing test for computer vision systems

Dammann gratings-based truly parallel optical matrix multiplication accelerator

Understanding deep learning is also a job for physicists

AI-Predicted Protein Deformation Encodes Energy Landscape Perturbation

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