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1
Process‐Guided Deep Learning Predictions of Lake Water Temperature
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Process‐Guided Deep Learning Predictions of Lake Water Temperature

Water resources research, 2019-11, Vol.55 (11), p.9173-9190 [Peer Reviewed Journal]

2019. The Authors. ;2019. This article is published under http://creativecommons.org/licenses/by-nc/4.0/ (the “License”). Notwithstanding the ProQuest Terms and Conditions, you may use this content in accordance with the terms of the License. ;ISSN: 0043-1397 ;EISSN: 1944-7973 ;DOI: 10.1029/2019WR024922

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2
Stage‐Wise Stochastic Deep Learning Inversion Framework for Subsurface Sedimentary Structure Identification
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Stage‐Wise Stochastic Deep Learning Inversion Framework for Subsurface Sedimentary Structure Identification

Geophysical research letters, 2022-01, Vol.49 (1), p.n/a [Peer Reviewed Journal]

2021 The Authors. ;2021. This article is published under http://creativecommons.org/licenses/by-nc/4.0/ (the “License”). Notwithstanding the ProQuest Terms and Conditions, you may use this content in accordance with the terms of the License. ;ISSN: 0094-8276 ;EISSN: 1944-8007 ;DOI: 10.1029/2021GL095823

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3
On instabilities of deep learning in image reconstruction and the potential costs of AI
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On instabilities of deep learning in image reconstruction and the potential costs of AI

Proceedings of the National Academy of Sciences - PNAS, 2020-12, Vol.117 (48), p.30088-30095 [Peer Reviewed Journal]

Copyright National Academy of Sciences Dec 1, 2020 ;info:eu-repo/semantics/openAccess ;2020 ;ISSN: 0027-8424 ;EISSN: 1091-6490 ;DOI: 10.1073/pnas.1907377117 ;PMID: 32393633

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4
Brain Tumor/Mass Classification Framework Using Magnetic-Resonance-Imaging-Based Isolated and Developed Transfer Deep-Learning Model
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Brain Tumor/Mass Classification Framework Using Magnetic-Resonance-Imaging-Based Isolated and Developed Transfer Deep-Learning Model

Sensors (Basel, Switzerland), 2022-01, Vol.22 (1), p.372 [Peer Reviewed Journal]

COPYRIGHT 2022 MDPI AG ;2022 by the authors. Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (https://creativecommons.org/licenses/by/4.0/). Notwithstanding the ProQuest Terms and Conditions, you may use this content in accordance with the terms of the License. ;2022 by the authors. 2022 ;ISSN: 1424-8220 ;EISSN: 1424-8220 ;DOI: 10.3390/s22010372 ;PMID: 35009911

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5
The unreasonable effectiveness of deep learning in artificial intelligence
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The unreasonable effectiveness of deep learning in artificial intelligence

Proceedings of the National Academy of Sciences - PNAS, 2020-12, Vol.117 (48), p.30033-30038 [Peer Reviewed Journal]

Copyright National Academy of Sciences Dec 1, 2020 ;2020 ;ISSN: 0027-8424 ;EISSN: 1091-6490 ;DOI: 10.1073/pnas.1907373117 ;PMID: 31992643

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6
Theoretical issues in deep networks
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Theoretical issues in deep networks

Proceedings of the National Academy of Sciences - PNAS, 2020-12, Vol.117 (48), p.30039-30045 [Peer Reviewed Journal]

Copyright National Academy of Sciences Dec 1, 2020 ;2020 ;ISSN: 0027-8424 ;EISSN: 1091-6490 ;DOI: 10.1073/pnas.1907369117 ;PMID: 32518109

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7
Predicting Water Temperature Dynamics of Unmonitored Lakes With Meta‐Transfer Learning
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Predicting Water Temperature Dynamics of Unmonitored Lakes With Meta‐Transfer Learning

Water resources research, 2021-07, Vol.57 (7), p.n/a [Peer Reviewed Journal]

2021. The Authors. ;2021. This article is published under http://creativecommons.org/licenses/by/4.0/ (the “License”). Notwithstanding the ProQuest Terms and Conditions, you may use this content in accordance with the terms of the License. ;ISSN: 0043-1397 ;EISSN: 1944-7973 ;DOI: 10.1029/2021WR029579

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8
SAR Ship Detection Dataset (SSDD): Official Release and Comprehensive Data Analysis
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SAR Ship Detection Dataset (SSDD): Official Release and Comprehensive Data Analysis

Remote sensing (Basel, Switzerland), 2021-09, Vol.13 (18), p.3690 [Peer Reviewed Journal]

2021 by the authors. Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (https://creativecommons.org/licenses/by/4.0/). Notwithstanding the ProQuest Terms and Conditions, you may use this content in accordance with the terms of the License. ;ISSN: 2072-4292 ;EISSN: 2072-4292 ;DOI: 10.3390/rs13183690

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9
Explainable COVID-19 Detection Using Chest CT Scans and Deep Learning
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Explainable COVID-19 Detection Using Chest CT Scans and Deep Learning

Sensors (Basel, Switzerland), 2021-01, Vol.21 (2), p.455 [Peer Reviewed Journal]

2021. This work is licensed under http://creativecommons.org/licenses/by/3.0/ (the “License”). Notwithstanding the ProQuest Terms and Conditions, you may use this content in accordance with the terms of the License. ;2021 by the authors. 2021 ;ISSN: 1424-8220 ;EISSN: 1424-8220 ;DOI: 10.3390/s21020455 ;PMID: 33440674

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10
Polarization multiplexed diffractive computing: all-optical implementation of a group of linear transformations through a polarization-encoded diffractive network
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Polarization multiplexed diffractive computing: all-optical implementation of a group of linear transformations through a polarization-encoded diffractive network

Light, science & applications, 2022-05, Vol.11 (1), p.153-153, Article 153 [Peer Reviewed Journal]

2022. The Author(s). ;The Author(s) 2022. This work is published under http://creativecommons.org/licenses/by/4.0/ (the “License”). Notwithstanding the ProQuest Terms and Conditions, you may use this content in accordance with the terms of the License. ;The Author(s) 2022 ;ISSN: 2047-7538 ;ISSN: 2095-5545 ;EISSN: 2047-7538 ;DOI: 10.1038/s41377-022-00849-x ;PMID: 35614046

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11
Hyperspectral Image Classification-Traditional to Deep Models: A Survey for Future Prospects
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Hyperspectral Image Classification-Traditional to Deep Models: A Survey for Future Prospects

IEEE journal of selected topics in applied earth observations and remote sensing, 2022, Vol.15, p.968-999 [Peer Reviewed Journal]

Copyright The Institute of Electrical and Electronics Engineers, Inc. (IEEE) 2022 ;ISSN: 1939-1404 ;EISSN: 2151-1535 ;DOI: 10.1109/JSTARS.2021.3133021 ;CODEN: IJSTHZ

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12
Design of task-specific optical systems using broadband diffractive neural networks
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Design of task-specific optical systems using broadband diffractive neural networks

Light, science & applications, 2019-12, Vol.8 (1), p.112-14, Article 112 [Peer Reviewed Journal]

The Author(s) 2019. ;2019. This work is published under http://creativecommons.org/licenses/by/4.0/ (the “License”). Notwithstanding the ProQuest Terms and Conditions, you may use this content in accordance with the terms of the License. ;The Author(s) 2019 ;ISSN: 2047-7538 ;ISSN: 2095-5545 ;EISSN: 2047-7538 ;DOI: 10.1038/s41377-019-0223-1 ;PMID: 31814969

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13
Application of Convolutional Neural Networks for Automated Ulcer Detection in Wireless Capsule Endoscopy Images
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Application of Convolutional Neural Networks for Automated Ulcer Detection in Wireless Capsule Endoscopy Images

Sensors (Basel, Switzerland), 2019-03, Vol.19 (6), p.1265 [Peer Reviewed Journal]

2019 by the authors. 2019 ;ISSN: 1424-8220 ;EISSN: 1424-8220 ;DOI: 10.3390/s19061265 ;PMID: 30871162

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14
Word2vec convolutional neural networks for classification of news articles and tweets
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Word2vec convolutional neural networks for classification of news articles and tweets

PloS one, 2019-08, Vol.14 (8), p.e0220976-e0220976 [Peer Reviewed Journal]

COPYRIGHT 2019 Public Library of Science ;COPYRIGHT 2019 Public Library of Science ;2019 Jang et al. This is an open access article distributed under the terms of the Creative Commons Attribution License: http://creativecommons.org/licenses/by/4.0/ (the “License”), which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited. Notwithstanding the ProQuest Terms and Conditions, you may use this content in accordance with the terms of the License. ;2019 Jang et al 2019 Jang et al ;ISSN: 1932-6203 ;EISSN: 1932-6203 ;DOI: 10.1371/journal.pone.0220976 ;PMID: 31437181

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15
Evaluation of Different Machine Learning Methods and Deep-Learning Convolutional Neural Networks for Landslide Detection
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Article
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Evaluation of Different Machine Learning Methods and Deep-Learning Convolutional Neural Networks for Landslide Detection

Remote sensing (Basel, Switzerland), 2019-01, Vol.11 (2), p.196 [Peer Reviewed Journal]

2019. This work is licensed under https://creativecommons.org/licenses/by/4.0/ (the “License”). Notwithstanding the ProQuest Terms and Conditions, you may use this content in accordance with the terms of the License. ;ISSN: 2072-4292 ;EISSN: 2072-4292 ;DOI: 10.3390/rs11020196

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16
Deep-learning-enabled self-adaptive microwave cloak without human intervention
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Deep-learning-enabled self-adaptive microwave cloak without human intervention

Nature photonics, 2020-06, Vol.14 (6), p.383-390 [Peer Reviewed Journal]

The Author(s), under exclusive licence to Springer Nature Limited 2020. ;ISSN: 1749-4885 ;EISSN: 1749-4893 ;DOI: 10.1038/s41566-020-0604-2

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17
A Novel Two-Stage Induced Deep Learning System for Classifying Similar Drugs with Diverse Packaging
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A Novel Two-Stage Induced Deep Learning System for Classifying Similar Drugs with Diverse Packaging

Sensors (Basel, Switzerland), 2023-08, Vol.23 (16), p.7275 [Peer Reviewed Journal]

COPYRIGHT 2023 MDPI AG ;2023 by the authors. Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (https://creativecommons.org/licenses/by/4.0/). Notwithstanding the ProQuest Terms and Conditions, you may use this content in accordance with the terms of the License. ;2023 by the authors. 2023 ;ISSN: 1424-8220 ;EISSN: 1424-8220 ;DOI: 10.3390/s23167275 ;PMID: 37631811

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18
Uncovering Flooding Mechanisms Across the Contiguous United States Through Interpretive Deep Learning on Representative Catchments
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Uncovering Flooding Mechanisms Across the Contiguous United States Through Interpretive Deep Learning on Representative Catchments

Water resources research, 2022-01, Vol.58 (1), p.n/a [Peer Reviewed Journal]

2021. American Geophysical Union. All Rights Reserved. ;ISSN: 0043-1397 ;EISSN: 1944-7973 ;DOI: 10.1029/2021WR030185

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19
How can Big Data and machine learning benefit environment and water management: a survey of methods, applications, and future directions
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How can Big Data and machine learning benefit environment and water management: a survey of methods, applications, and future directions

Environmental research letters, 2019-07, Vol.14 (7), p.73001 [Peer Reviewed Journal]

2019 The Author(s). Published by IOP Publishing Ltd ;2019. This work is published under http://creativecommons.org/licenses/by/3.0/ (the “License”). Notwithstanding the ProQuest Terms and Conditions, you may use this content in accordance with the terms of the License. ;ISSN: 1748-9326 ;EISSN: 1748-9326 ;DOI: 10.1088/1748-9326/ab1b7d ;CODEN: ERLNAL

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20
The difficulty of computing stable and accurate neural networks: On the barriers of deep learning and Smale's 18th problem
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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 [Peer Reviewed Journal]

Copyright National Academy of Sciences Mar 22, 2022 ;info:eu-repo/semantics/openAccess ;Copyright © 2022 the Author(s). Published by PNAS. 2022 ;ISSN: 0027-8424 ;EISSN: 1091-6490 ;DOI: 10.1073/pnas.2107151119 ;PMID: 35294283

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