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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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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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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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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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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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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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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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Strength characterization of caryota urens fibre and aluminium 2024-T3 foil multi-stacking sequenced SiC-toughened epoxy structural composite

Biomass conversion and biorefinery, 2022-09, Vol.12 (9), p.4009-4019

2022

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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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Effect of cashew shell biomass synthesized cardanol oil green compatibilizer on flexibility, barrier, thermal, and wettability of PLA/PBAT biocomposite films

Biomass conversion and biorefinery, 2023-08, Vol.13 (13), p.11841-11851

2023

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Identification of Recharge Processes in Groundwater in Hard Rock Aquifers of Madurai District Using Stable Isotopes

Environmental processes, 2016-06, Vol.3 (2), p.463-477

2016

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Reconfigurable computing systems

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

2002

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Experimental Investigations on Magnetically Impelled Arc Butt Welded T91 Steel Tubes

Transactions of the Indian Institute of Metals, 2017-04, Vol.70 (3), p.741-748

2017

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Agricultural accidents in north eastern region of India

Safety science, 2009-02, Vol.47 (2), p.199-205

2009

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Machine learning guided design of functional materials with targeted properties

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

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

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

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

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

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

Strength characterization of caryota urens fibre and aluminium 2024-T3 foil multi-stacking sequenced SiC-toughened epoxy structural composite

Increasing transport efficiency using simulation modeling in a dynamic modeling approach

Effect of cashew shell biomass synthesized cardanol oil green compatibilizer on flexibility, barrier, thermal, and wettability of PLA/PBAT biocomposite films

Identification of Recharge Processes in Groundwater in Hard Rock Aquifers of Madurai District Using Stable Isotopes

Reconfigurable computing systems

Experimental Investigations on Magnetically Impelled Arc Butt Welded T91 Steel Tubes

Agricultural accidents in north eastern region of India

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