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Solving real-world optimization tasks using physics-informed neural computing

Scientific reports, 2024-01, Vol.14 (1), p.202-202, Article 202

Seo, Jaemin

2024

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Thickness-dependent bandgap and electrical properties of GeP nanosheets

Journal of materials chemistry. A, Materials for energy and sustainability, 2019, Vol.7 (27), p.16526-16532

2019

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Two dimensional MoS2 meets porphyrins via intercalation to enhance the electrocatalytic activity toward hydrogen evolution

Nanoscale, 2019-03, Vol.11 (9), p.3780-3785

2019

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Observation of a new type of self-generated current in magnetized plasmas

Nature communications, 2022-10, Vol.13 (1), p.6477-6477, Article 6477

2022

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Synthesis of Polytypic Gallium Phosphide and Gallium Arsenide Nanowires and Their Application as Photodetectors

ACS omega, 2019-02, Vol.4 (2), p.3098-3104

2019

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Collision-free active sensing for maximum seeking of unknown environment fields with Gaussian processes

Expert systems with applications, 2023-04, Vol.216, p.119459, Article 119459

2023

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Autonomous Source Search for UAVs Using Gaussian Mixture Model-Based Infotaxis: Algorithm and Flight Experiments

IEEE transactions on aerospace and electronic systems, 2021-12, Vol.57 (6), p.4238-4254

2021

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Phase Evolution of Re1-xMoxSe2 Alloy Nanosheets and Their Enhanced Catalytic Activity toward Hydrogen Evolution Reaction

ACS nano, 2020-09, Vol.14 (9), p.11995-12005

2020

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Unveiling the Black-Box: Leveraging Explainable AI for FPGA Design Space Optimization

2024 Design, Automation & Test in Europe Conference & Exhibition (DATE), 2024, p.1-6

2024

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Machine learning-based real-time kinetic profile reconstruction in DIII-D

Nuclear fusion, 2023-12, Vol.64 (2)

2023

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Ruthenium Nanoparticles on Cobalt‐Doped 1T′ Phase MoS2 Nanosheets for Overall Water Splitting

Small (Weinheim an der Bergstrasse, Germany), 2020-04, Vol.16 (13), p.e2000081-n/a

2020

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Machine learning-based real-time kinetic profile reconstruction in DIII-D

Nuclear fusion, 2024-02, Vol.64 (2), p.26006

2024

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Avoiding fusion plasma tearing instability with deep reinforcement learning

Nature (London), 2024-02, Vol.626 (8000), p.746-751

2024

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Phase Controlled Growth of Cd3As2 Nanowires and Their Negative Photoconductivity

Nano letters, 2020-07, Vol.20 (7), p.4939-4946

2020

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Enhancing disruption prediction through Bayesian neural network in KSTAR

Plasma physics and controlled fusion, 2024-07, Vol.66 (7), p.75001

2024

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Orthorhombic NiSe2 Nanocrystals on Si Nanowires for Efficient Photoelectrochemical Water Splitting

ACS applied materials & interfaces, 2018-10, Vol.10 (39), p.33198-33204

2018

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Intercalated complexes of 1T′-MoS 2 nanosheets with alkylated phenylenediamines as excellent catalysts for electrochemical hydrogen evolution

Journal of materials chemistry. A, Materials for energy and sustainability, 2019-01, Vol.7 (5), p.2334-2343

2019

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Disruption prediction and analysis through multimodal deep learning in KSTAR

Fusion engineering and design, 2024-03, Vol.200, p.114204, Article 114204

2024

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Vibroacoustic Characteristics of a Specific Patterned Polymer with Graphene for an Electrostatic Speaker

ACS applied materials & interfaces, 2023-02, Vol.15 (5), p.7319-7328

2023

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Intercalated complexes of 1T′-MoS2 nanosheets with alkylated phenylenediamines as excellent catalysts for electrochemical hydrogen evolution

Journal of materials chemistry. A, Materials for energy and sustainability, 2019-02, Vol.7 (5), p.2334-2343

2019

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Two-dimensional MoS2/Fe-phthalocyanine hybrid nanostructures as excellent electrocatalysts for hydrogen evolution and oxygen reduction reactions

Nanoscale, 2019-08, Vol.11 (30), p.14266-14275

2019

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Phase Evolution of Re 1– x Mo x Se 2 Alloy Nanosheets and Their Enhanced Catalytic Activity toward Hydrogen Evolution Reaction

ACS nano, 2020-09, Vol.14 (9), p.11995-12005

2020

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Intercalation of cobaltocene into WS2 nanosheets for enhanced catalytic hydrogen evolution reaction

Journal of materials chemistry. A, Materials for energy and sustainability, 2019, Vol.7 (14), p.8101-8106

2019

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Nickel phosphide polymorphs with an active (001) surface as excellent catalysts for water splitting

CrystEngComm, 2019, Vol.21 (7), p.1143-1149

2019

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GaAsSe Ternary Alloy Nanowires for Enhanced Photoconductivity

Journal of physical chemistry. C, 2019-02, Vol.123 (6), p.3908-3915

2019

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Solving real-world optimization tasks using physics-informed neural computing

Thickness-dependent bandgap and electrical properties of GeP nanosheets

Two dimensional MoS2 meets porphyrins via intercalation to enhance the electrocatalytic activity toward hydrogen evolution

Observation of a new type of self-generated current in magnetized plasmas

Synthesis of Polytypic Gallium Phosphide and Gallium Arsenide Nanowires and Their Application as Photodetectors

Collision-free active sensing for maximum seeking of unknown environment fields with Gaussian processes

Autonomous Source Search for UAVs Using Gaussian Mixture Model-Based Infotaxis: Algorithm and Flight Experiments

Phase Evolution of Re1-xMoxSe2 Alloy Nanosheets and Their Enhanced Catalytic Activity toward Hydrogen Evolution Reaction

Unveiling the Black-Box: Leveraging Explainable AI for FPGA Design Space Optimization

Machine learning-based real-time kinetic profile reconstruction in DIII-D

Ruthenium Nanoparticles on Cobalt‐Doped 1T′ Phase MoS2 Nanosheets for Overall Water Splitting

Machine learning-based real-time kinetic profile reconstruction in DIII-D

Avoiding fusion plasma tearing instability with deep reinforcement learning

Phase Controlled Growth of Cd3As2 Nanowires and Their Negative Photoconductivity

Enhancing disruption prediction through Bayesian neural network in KSTAR

Orthorhombic NiSe2 Nanocrystals on Si Nanowires for Efficient Photoelectrochemical Water Splitting

Intercalated complexes of 1T′-MoS 2 nanosheets with alkylated phenylenediamines as excellent catalysts for electrochemical hydrogen evolution

Disruption prediction and analysis through multimodal deep learning in KSTAR

Vibroacoustic Characteristics of a Specific Patterned Polymer with Graphene for an Electrostatic Speaker

Intercalated complexes of 1T′-MoS2 nanosheets with alkylated phenylenediamines as excellent catalysts for electrochemical hydrogen evolution

Two-dimensional MoS2/Fe-phthalocyanine hybrid nanostructures as excellent electrocatalysts for hydrogen evolution and oxygen reduction reactions

Phase Evolution of Re 1– x Mo x Se 2 Alloy Nanosheets and Their Enhanced Catalytic Activity toward Hydrogen Evolution Reaction

Intercalation of cobaltocene into WS2 nanosheets for enhanced catalytic hydrogen evolution reaction

Nickel phosphide polymorphs with an active (001) surface as excellent catalysts for water splitting

GaAsSe Ternary Alloy Nanowires for Enhanced Photoconductivity

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