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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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Adaptive machine learning for efficient materials design

MRS bulletin, 2020-07, Vol.45 (7), p.579-586

Balachandran, Prasanna V.

2020

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Data-driven design of B20 alloys with targeted magnetic properties guided by machine learning and density functional theory

Journal of materials research, 2020-04, Vol.35 (8), p.890-897

Balachandran, Prasanna V.

2020

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Ethanol-activated granular aerogel as efficient adsorbent for persistent organic pollutants from real leachate and hospital wastewater

Journal of hazardous materials, 2020-02, Vol.384, p.121396, Article 121396

2020

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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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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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Correlation between d-orbital bandwidth and local coordination environment in RE2SiO5 compounds with implications in minimizing the coefficient of thermal expansion anisotropy (RE = Sc, Y, La)

AIP advances, 2022-04, Vol.12 (4), p.045012-045012-6

2022

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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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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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A Bayesian Approach to the Eagar–Tsai Model for Melt Pool Geometry Prediction with Implications in Additive Manufacturing of Metals

Integrating materials and manufacturing innovation, 2021-12, Vol.10 (4), p.597-609

2021

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Identification of tool wear status and correlation of chip morphology in micro-end milling of mild steel (SAE 1017) using acoustic emission signal

IOP conference series. Materials Science and Engineering, 2020-08, Vol.912 (3), p.32066

2020

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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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Tuning Dzyaloshinskii-Moriya interaction in ferrimagnetic GdCo: A first-principles approach

Physical review. B, 2021-05, Vol.103 (17), Article 174414

2021

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Modeling, Design, and Implementation of a Power Conversion System for Small-Scale High-Altitude Wind Power Generating System

IEEE transactions on industry applications, 2017-01, Vol.53 (1), p.283-295

2017

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Machining characteristics of silane-treated wheat husk biosilica in deionized water dielectric on EDM drilling of Ti-6Al-4 V alloy

Biomass conversion and biorefinery, 2024, Vol.14 (1), p.199-206

2024

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Biogenic surfactant mediated facile synthesis of visible light sensitized Zn/Mg co-doped TiO2 nanomaterials – a green approach: evaluation of photocatalytic activity by degradation of Amido Black 10B

Sustainable environment research, 2022-09, Vol.32 (1), p.1-20, Article 38

2022

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Interplay of octahedral rotations and breathing distortions in charge-ordering perovskite oxides

Physical review. B, Condensed matter and materials physics, 2013-08, Vol.88 (5), Article 054101

2013

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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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Gemini surfactant assisted synthesis of mesoporous Mn/Mg bimetal doped TiO2 nanomaterial: characterization and photocatalytic activity studies under visible light irradiation

Sustainable environment research, 2021-02, Vol.31 (1), p.1-12, Article 6

2021

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Machine learning guided design of functional materials with targeted properties

Adaptive machine learning for efficient materials design

Data-driven design of B20 alloys with targeted magnetic properties guided by machine learning and density functional theory

Ethanol-activated granular aerogel as efficient adsorbent for persistent organic pollutants from real leachate and hospital wastewater

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

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

Correlation between d-orbital bandwidth and local coordination environment in RE2SiO5 compounds with implications in minimizing the coefficient of thermal expansion anisotropy (RE = Sc, Y, La)

Chemical manipulation of oxygen vacancy and antibacterial activity in ZnO

An information delivery model for banking business

A Bayesian Approach to the Eagar–Tsai Model for Melt Pool Geometry Prediction with Implications in Additive Manufacturing of Metals

Identification of tool wear status and correlation of chip morphology in micro-end milling of mild steel (SAE 1017) using acoustic emission signal

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

Tuning Dzyaloshinskii-Moriya interaction in ferrimagnetic GdCo: A first-principles approach

Modeling, Design, and Implementation of a Power Conversion System for Small-Scale High-Altitude Wind Power Generating System

Machining characteristics of silane-treated wheat husk biosilica in deionized water dielectric on EDM drilling of Ti-6Al-4 V alloy

Biogenic surfactant mediated facile synthesis of visible light sensitized Zn/Mg co-doped TiO2 nanomaterials – a green approach: evaluation of photocatalytic activity by degradation of Amido Black 10B

Interplay of octahedral rotations and breathing distortions in charge-ordering perovskite oxides

Hierarchical modeling of a groundwater remediation capture system

Gemini surfactant assisted synthesis of mesoporous Mn/Mg bimetal doped TiO2 nanomaterial: characterization and photocatalytic activity studies under visible light irradiation

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