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Designing Nanostructures for Phonon Transport via Bayesian Optimization

Physical review. X, 2017-05, Vol.7 (2), p.021024, Article 021024

2017

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Designing thermal functional materials by coupling thermal transport calculations and machine learning

Journal of applied physics, 2020-10, Vol.128 (16)

2020

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Materials Informatics for Heat Transfer: Recent Progresses and Perspectives

Nanoscale and microscale thermophysical engineering, 2019-04, Vol.23 (2), p.157-172

2019

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CT Super-Resolution GAN Constrained by the Identical, Residual, and Cycle Learning Ensemble (GAN-CIRCLE)

IEEE transactions on medical imaging, 2020-01, Vol.39 (1), p.188-203

2020

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Identifying the geometric catalytic active sites of crystalline cobalt oxyhydroxides for oxygen evolution reaction

Nature communications, 2022-11, Vol.13 (1), p.6650-6650, Article 6650

2022

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Machine-Learning-Optimized Aperiodic Superlattice Minimizes Coherent Phonon Heat Conduction

Physical review. X, 2020-06, Vol.10 (2), p.021050, Article 021050

2020

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High thermoelectric performance in metastable phase of silicon: A first-principles study

Applied physics letters, 2022-04, Vol.120 (16)

2022

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Design of a highly selective radiative cooling structure accelerated by materials informatics

Optics letters, 2020-01, Vol.45 (2), p.343

2020

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Predicting Materials Properties with Little Data Using Shotgun Transfer Learning

ACS central science, 2019-10, Vol.5 (10), p.1717-1730

2019

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Multifunctional structural design of graphene thermoelectrics by Bayesian optimization

Science advances, 2018-06, Vol.4 (6), p.eaar4192-eaar4192

2018

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Stimuli-Responsive Polymeric Nanoplatforms for Cancer Therapy

Frontiers in bioengineering and biotechnology, 2021-06, Vol.9, p.707319-707319

2021

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Detecting the phonon interference effect in Si/Ge nanocomposite by wave packets

Applied physics letters, 2015-05, Vol.106 (20)

2015

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Thermal conductivity of nanocrystalline silicon by direct molecular dynamics simulation

Journal of applied physics, 2012-09, Vol.112 (6)

2012

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Structurally-Sensitive Multi-Scale Deep Neural Network for Low-Dose CT Denoising

IEEE access, 2018-01, Vol.6, p.41839-41855

2018

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Ultranarrow-Band Wavelength-Selective Thermal Emission with Aperiodic Multilayered Metamaterials Designed by Bayesian Optimization

ACS central science, 2019-02, Vol.5 (2), p.319-326

2019

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Size effect on the thermal conductivity of ultrathin polystyrene films

Applied physics letters, 2014-04, Vol.104 (15), p.153110

2014

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Redox-responsive polymer micelles co-encapsulating immune checkpoint inhibitors and chemotherapeutic agents for glioblastoma therapy

Nature communications, 2024-02, Vol.15 (1), p.1118-1118, Article 1118

2024

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Altered Spontaneous Brain Activity in Type 2 Diabetes: A Resting-State Functional MRI Study

Diabetes (New York, N.Y.), 2014-02, Vol.63 (2), p.749-760

2014

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Designing metamaterials with quantum annealing and factorization machines

Physical review research, 2020-03, Vol.2 (1), Article 013319

2020

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Editorial: Radiomics-based theranostics in cancer precision medicine

Frontiers in oncology, 2023-09, Vol.13, p.1250079-1250079

2023

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Identifying Optimal Strain in Bismuth Telluride Thermoelectric Film by Combinatorial Gradient Thermal Annealing and Machine Learning

ACS combinatorial science, 2020-12, Vol.22 (12), p.782-790

2020

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Clinical characteristics and risk factors of patients with severe COVID-19 in Jiangsu province, China: a retrospective multicentre cohort study

BMC infectious diseases, 2020-08, Vol.20 (1), p.584-584, Article 584

2020

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Descriptors of intrinsic hydrodynamic thermal transport: screening a phonon database in a machine learning approach

Journal of physics. Condensed matter, 2022-01, Vol.34 (13), p.135702

2022

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The relationship between inflammation, impaired glymphatic system, and neurodegenerative disorders: A vicious cycle

Neurobiology of disease, 2024-03, Vol.192, p.106426-106426, Article 106426

2024

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Imaging microglia surveillance during sleep-wake cycles in freely behaving mice

eLife, 2023-12, Vol.12

2023

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Designing Nanostructures for Phonon Transport via Bayesian Optimization

Designing thermal functional materials by coupling thermal transport calculations and machine learning

Materials Informatics for Heat Transfer: Recent Progresses and Perspectives

CT Super-Resolution GAN Constrained by the Identical, Residual, and Cycle Learning Ensemble (GAN-CIRCLE)

Identifying the geometric catalytic active sites of crystalline cobalt oxyhydroxides for oxygen evolution reaction

Machine-Learning-Optimized Aperiodic Superlattice Minimizes Coherent Phonon Heat Conduction

High thermoelectric performance in metastable phase of silicon: A first-principles study

Design of a highly selective radiative cooling structure accelerated by materials informatics

Predicting Materials Properties with Little Data Using Shotgun Transfer Learning

Multifunctional structural design of graphene thermoelectrics by Bayesian optimization

Stimuli-Responsive Polymeric Nanoplatforms for Cancer Therapy

Detecting the phonon interference effect in Si/Ge nanocomposite by wave packets

Thermal conductivity of nanocrystalline silicon by direct molecular dynamics simulation

Structurally-Sensitive Multi-Scale Deep Neural Network for Low-Dose CT Denoising

Ultranarrow-Band Wavelength-Selective Thermal Emission with Aperiodic Multilayered Metamaterials Designed by Bayesian Optimization

Size effect on the thermal conductivity of ultrathin polystyrene films

Redox-responsive polymer micelles co-encapsulating immune checkpoint inhibitors and chemotherapeutic agents for glioblastoma therapy

Altered Spontaneous Brain Activity in Type 2 Diabetes: A Resting-State Functional MRI Study

Designing metamaterials with quantum annealing and factorization machines

Editorial: Radiomics-based theranostics in cancer precision medicine

Identifying Optimal Strain in Bismuth Telluride Thermoelectric Film by Combinatorial Gradient Thermal Annealing and Machine Learning

Clinical characteristics and risk factors of patients with severe COVID-19 in Jiangsu province, China: a retrospective multicentre cohort study

Descriptors of intrinsic hydrodynamic thermal transport: screening a phonon database in a machine learning approach

The relationship between inflammation, impaired glymphatic system, and neurodegenerative disorders: A vicious cycle

Imaging microglia surveillance during sleep-wake cycles in freely behaving mice

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