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Machine learning guided design of functional materials with targeted properties

Computational materials science, 2019-06, Vol.164, p.82-90

Balachandran, Prasanna V.

2019

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An informatics approach to transformation temperatures of NiTi-based shape memory alloys

Acta materialia, 2017-02, Vol.125 (C), p.532-541

2017

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Machine-Learning-Enabled Prediction of Adiabatic Temperature Change in Lead-Free BaTiO3‑Based Electrocaloric Ceramics

ACS applied materials & interfaces, 2021-11, Vol.13 (45), p.53475-53484

2021

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Accelerated HKUST‑1 Thin-Film Property Optimization Using Active Learning

ACS applied materials & interfaces, 2021-12, Vol.13 (51), p.61827-61837

2021

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Child-adult speech diarization in naturalistic conditions of preschool classrooms using room-independent ResNet model and automatic speech recognition-based re-segmentation

The Journal of the Acoustical Society of America, 2024-02, Vol.155 (2), p.1198-1215

2024

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Finding New Perovskite Halides via Machine Learning

Frontiers in materials, 2016-04, Vol.3

2016

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A hybrid technique based energy management in hybrid electric vehicle system

International journal of energy research, 2022-09, Vol.46 (11), p.15499-15520

2022

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Density functional theory and machine learning guided search for RE2Si2O7 with targeted coefficient of thermal expansion

Journal of the American Ceramic Society, 2020-08, Vol.103 (8), p.4489-4497

2020

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Chemical manipulation of oxygen vacancy and antibacterial activity in ZnO

Materials Science & Engineering C, 2017-08, Vol.77, p.1027-1034

2017

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Density functional theory study of energetics, local chemical environment and magnetic properties in a high-entropic MnNiSi0.2Ge0.2Sn0.2Al0.2Ga0.2 intermetallic magnet

JPhys Energy, 2023-04, Vol.5 (2), p.024019

2023

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An information delivery model for banking business

International journal of information management, 2014-04, Vol.34 (2), p.139-150

2014

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Evaluation of Physicothermal Properties of Solar Thermic Fluids Dispersed with Multiwalled Carbon Nanotubes and Prediction of Data Using Artificial Neural Networks

Journal of nanomaterials, 2021-12, Vol.2021, p.1-13

2021

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Explainable artificial intelligence approach for yield strength prediction in as-cast multi-principal element alloys

Materialia, 2022-12, Vol.26, p.101628, Article 101628

2022

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Hierarchical modeling of a groundwater remediation capture system

Journal of hydrology (Amsterdam), 2015-08, Vol.527, p.196-211

2015

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Increasing transport efficiency using simulation modeling in a dynamic modeling approach

Journal of cleaner production, 2014-12, Vol.85, p.433-441

2014

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Reconfigurable computing systems

Proceedings of the IEEE, 2002, Vol.90 (7), p.1201-1217

2002

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Spliced images detection by using Viola-Jones algorithms method

Materials today : proceedings, 2022, Vol.51, p.924-927

2022

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Hierarchical Modeling and Parameter Estimation for a Coupled Groundwater–Lake System

Journal of hydrologic engineering, 2015-11, Vol.20 (11)

2015

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Modeling Fen Hydrology to Inform Recovery of the Endangered Hine’s Emerald Dragonfly

Journal of hydrologic engineering, 2016-03, Vol.21 (3)

2016

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Accelerated design of MTX alloys with targeted magnetostructural properties through interpretable machine learning

Acta materialia, 2022-06, Vol.231, Article 117891

2022

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Flexural Behavior Performance of Reinforced Concrete Slabs Mixed with Nano- and Microsilica

Journal of nanomaterials, 2021-11, Vol.2021, p.1-11

2021

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Soft Self-Healing Nanocomposites

Frontiers in materials, 2019-06, Vol.6

2019

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Self-healing epoxy/PDMS/graphene oxide nanocomposites for anti-corrosive applications

Chemical and Process Engineering, 2022-01, Vol.43 (2), p.137

2022

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Power conversion system for high altitude wind power generation with medium voltage AC transmission

Renewable energy, 2016-08, Vol.93, p.562-578

2016

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A two‐fold optimization framework using hybrid B 2 algorithm for resource allocation in long‐term evolution based cognitive radio networks system

International journal of communication systems, 2022-02, Vol.35 (3)

2022

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KollektionSpringer Nature - Complete Springer Journals

Zeitschrift / SerieJournal Of Hazardous Materials

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ThemaEngineering, Multidisciplinary

ThemaIndia

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Machine learning guided design of functional materials with targeted properties

An informatics approach to transformation temperatures of NiTi-based shape memory alloys

Machine-Learning-Enabled Prediction of Adiabatic Temperature Change in Lead-Free BaTiO3‑Based Electrocaloric Ceramics

Accelerated HKUST‑1 Thin-Film Property Optimization Using Active Learning

Child-adult speech diarization in naturalistic conditions of preschool classrooms using room-independent ResNet model and automatic speech recognition-based re-segmentation

Finding New Perovskite Halides via Machine Learning

A hybrid technique based energy management in hybrid electric vehicle system

Density functional theory and machine learning guided search for RE2Si2O7 with targeted coefficient of thermal expansion

Chemical manipulation of oxygen vacancy and antibacterial activity in ZnO

Density functional theory study of energetics, local chemical environment and magnetic properties in a high-entropic MnNiSi0.2Ge0.2Sn0.2Al0.2Ga0.2 intermetallic magnet

An information delivery model for banking business

Evaluation of Physicothermal Properties of Solar Thermic Fluids Dispersed with Multiwalled Carbon Nanotubes and Prediction of Data Using Artificial Neural Networks

Explainable artificial intelligence approach for yield strength prediction in as-cast multi-principal element alloys

Hierarchical modeling of a groundwater remediation capture system

Increasing transport efficiency using simulation modeling in a dynamic modeling approach

Reconfigurable computing systems

Spliced images detection by using Viola-Jones algorithms method

Hierarchical Modeling and Parameter Estimation for a Coupled Groundwater–Lake System

Modeling Fen Hydrology to Inform Recovery of the Endangered Hine’s Emerald Dragonfly

Accelerated design of MTX alloys with targeted magnetostructural properties through interpretable machine learning

Flexural Behavior Performance of Reinforced Concrete Slabs Mixed with Nano- and Microsilica

Soft Self-Healing Nanocomposites

Self-healing epoxy/PDMS/graphene oxide nanocomposites for anti-corrosive applications

Power conversion system for high altitude wind power generation with medium voltage AC transmission

A two‐fold optimization framework using hybrid B 2 algorithm for resource allocation in long‐term evolution based cognitive radio networks system

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