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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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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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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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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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Multifunctional structural design of graphene thermoelectrics by Bayesian optimization

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

2018

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

eLife, 2023-12, Vol.12

2023

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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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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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ASO Author Reflections: Preoperative Microvascular Invasion Prediction to Assist in Surgical Plan for Single Hepatocellular Carcinoma—A Better Algorithm of Necessity

Annals of surgical oncology, 2022-05, Vol.29 (5), p.2971-2972

2022

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Dynamic evolution of COVID-19 on chest computed tomography: experience from Jiangsu Province of China

European radiology, 2020-11, Vol.30 (11), p.6194-6203

2020

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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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Thermal Boundary Conductance Across Heteroepitaxial ZnO/GaN Interfaces: Assessment of the Phonon Gas Model

Nano letters, 2018-12, Vol.18 (12), p.7469-7477

2018

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Phonon transport in multiphase nanostructured silicon fabricated by high-pressure torsion

Journal of applied physics, 2021-02, Vol.129 (8)

2021

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Exploring diamondlike lattice thermal conductivity crystals via feature-based transfer learning

Physical review materials, 2021-05, Vol.5 (5), Article 053801

2021

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Designing Nanostructures for Phonon Transport via Bayesian Optimization

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

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

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

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

Multifunctional structural design of graphene thermoelectrics by Bayesian optimization

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

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

Predicting Materials Properties with Little Data Using Shotgun Transfer Learning

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

Size effect on the thermal conductivity of ultrathin polystyrene films

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

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

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

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

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

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

ASO Author Reflections: Preoperative Microvascular Invasion Prediction to Assist in Surgical Plan for Single Hepatocellular Carcinoma—A Better Algorithm of Necessity

Dynamic evolution of COVID-19 on chest computed tomography: experience from Jiangsu Province of China

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

Thermal Boundary Conductance Across Heteroepitaxial ZnO/GaN Interfaces: Assessment of the Phonon Gas Model

Phonon transport in multiphase nanostructured silicon fabricated by high-pressure torsion

Exploring diamondlike lattice thermal conductivity crystals via feature-based transfer learning

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