Prediction of Glass Transition Temperature of Polymers Using Simple Machine Learning

QR رمز

Prediction of Glass Transition Temperature of Polymers Using Simple Machine Learning

Polymer materials have garnered significant attention due to their exceptional mechanical properties and diverse industrial applications. Understanding the glass transition temperature (Tg) of polymers is critical to prevent operational failures at specific temperatures. Traditional methods for meas...

وصف كامل

التفاصيل البيبلوغرافية
الحاوية / القاعدة:	Polymers
المؤلف الرئيسي:	Fatriansyah J.F.; Linuwih B.D.P.; Andreano Y.; Sari I.S.; Federico A.; Anis M.; Surip S.N.; Jaafar M.
التنسيق:	مقال
اللغة:	English
منشور في:	Multidisciplinary Digital Publishing Institute (MDPI) 2024
الوصول للمادة أونلاين:	https://www.scopus.com/inward/record.uri?eid=2-s2.0-85203853854&doi=10.3390%2fpolym16172464&partnerID=40&md5=0175c44a415a6ed53ceadef2f2adbd5e

مواد مشابهة

Predicting The Melting Temperature Of Polymers Using Machine Learning
بواسطة: Fatriansyah J.F.; Mahardi H.L.; Rizky M.A.Y.; Surya R.D.; Federico A.; Surip S.N.
منشور في: (2024)

Machine Learning-Driven Characterization of Optical Materials: Predicting JO Parameters in Rare-Earth Doped Glasses
بواسطة: Singh J.P.; Newaz A.A.H.; Shirke M.B.; Humanante P.M.T.; Lee M.D.; Pandey V.K.
منشور في: (2025)

Unveiling passenger satisfaction in rail transit through a consumption values perspective
بواسطة: Wahab S.N.; Hamzah M.I.; Suki N.M.; Chong Y.S.; Kua C.P.
منشور في: (2025)

Simple non-perturbative solution for MHD viscous flow due to a shrinking sheet
بواسطة: 2-s2.0-69049095985
منشور في: (2010)

Rainfall prediction using machine learning
بواسطة: 2-s2.0-85198466583
منشور في: (2024)

Hybrid multilayered perceptron network trained by modified recursive prediction error-extreme learning machine for tuberculosis bacilli detection
بواسطة: Osman M.K.; Mashor M.Y.; Jaafar H.
منشور في: (2011)

Multiclass Prediction Model for Student Grade Prediction Using Machine Learning
بواسطة: 2-s2.0-85110858538
منشور في: (2021)

LeHeR, a simple novel approach for difficult airway in non-trauma patients
بواسطة: Yezid N.H.; Poh K.; Md Noor J.; Arshad A.
منشور في: (2019)

SCOV-CNN: A Simple CNN Architecture for COVID-19 Identification Based on the CT Images
بواسطة: Haryanto T.; Suhartanto H.; Murni A.; Kusmardi; Yusoff M.; Zain J.M.
منشور في: (2024)

Fabrication and Characterization of Simple Structure Fluidic-Based Memristor for Immunosensing of NS1 Protein Application
بواسطة: 2-s2.0-85094222201
منشور في: (2020)

Benzil Schiff Base Side-Chain Polymer-Crosslinked Chitosan Via Hydrothermal Process for Reactive Orange 16 Dye Removal: An Optimized and Comparative Study with Chitosan
بواسطة: Normi N.I.; Abdulhameed A.S.; Surip S.N.; ALOthman Z.A.; Wilson L.D.; Jawad A.H.
منشور في: (2023)

Family Demographic Transition in Saudi Arabia: Emerging Issues and Concerns
بواسطة: 2-s2.0-85082461405
منشور في: (2020)

Fuzzy simple hierarchy analysis-based linguistic hedges to midsize luxury sporty utility vechicle selection
بواسطة: Tarmudi Z.; Ling-Ling U.
منشور في: (2016)

Kenaf/glass fiber-reinforced polymer composites: Pioneering sustainable materials with enhanced mechanical and tribological properties
بواسطة: 2-s2.0-85199441382
منشور في: (2024)

Dielectric property prediction of coated high voltage glass insulators based on experimental analysis
بواسطة: Salem, وآخرون
منشور في: (2025)

Dielectric property prediction of coated high voltage glass insulators based on experimental analysis
بواسطة: Salem A.A.A.
منشور في: (2025)

The role of commonly used transition metals in total synthesis of indole alkaloids
بواسطة: 2-s2.0-85180548183
منشور في: (2024)

Unhole and open hole tensile properties of hybrid Kevlar/glass fiber polymer composites with different stacking sequence
بواسطة: 2-s2.0-85104183473
منشور في: (2020)

Prediction of solar radiation intensity using extreme learning machine
بواسطة: 2-s2.0-85051805264
منشور في: (2018)

Development of Ultrahigh Permeance Hollow Fiber Membranes via Simple Surface Coating for CO2/CH4 Separation
بواسطة: Said N.; Wong K.C.; Lau W.J.; Khoo Y.S.; Yeong Y.F.; Othman N.H.; Goh P.S.; Ismail A.F.
منشور في: (2022)

Performance Analysis of Cutting Glass Fibre Epoxy Reinforced Composites Using an Abrasive Water Jet Machining Process
بواسطة: Tharazi, وآخرون
منشور في: (2024)

Performance Analysis of Cutting Glass Fibre Epoxy Reinforced Composites Using an Abrasive Water Jet Machining Process
بواسطة: Tharazi I.; Rahaman W.E.W.A.; Sarizam M.I.E.
منشور في: (2024)

Performance Analysis of Cutting Glass Fibre Epoxy Reinforced Composites Using an Abrasive Water Jet Machining Process
بواسطة: 2-s2.0-85216324145
منشور في: (2024)

Mineral import demand and clean energy transitions in the top mineral-importing countries
بواسطة: Islam M.M.; Sohag K.; Alam M.M.
منشور في: (2022)

CRITICAL REVIEW ON THE IMPLEMENTATION OF TRANSIT ORIENTED DEVELOPMENT IN MALAYSIA BY COMPARISON WITH OTHER COUNTRIES
بواسطة: Rahaman L.A.; Naharudin N.; Salleh S.A.
منشور في: (2025)

Risk assessment of piling work for mass rapid transit (MRT) construction project
بواسطة: Ahmad A.C.; Kamar I.F.M.; Wahid A.M.A.; Ismail M.F.N.S.
منشور في: (2019)

Improved Xception with Local Dense Connections and Transition Layer for Facial Expression Recognition
بواسطة: 2-s2.0-85219174176
منشور في: (2025)

Mineral import demand and clean energy transitions in the top mineral-importing countries
بواسطة: 2-s2.0-85134434368
منشور في: (2022)

Effect of MWCNT surface functionalisation and distribution on compressive properties of kenaf and hybrid kenaf/glass fibres reinforced polymer composites
بواسطة: 2-s2.0-85094556985
منشور في: (2020)

Tough Supramolecular Polymer Networks with Extreme Stretchability and Fast Room-Temperature Self-Healing
بواسطة: Liu J.; Tan C.S.Y.; Yu Z.; Li N.; Abell C.; Scherman O.A.
منشور في: (2017)

Tough Supramolecular Polymer Networks with Extreme Stretchability and Fast Room-Temperature Self-Healing
بواسطة: 2-s2.0-85017377629
منشور في: (2017)

Multiclass Prediction of Diabetic Retinopathy Severity Using Machine Learning Algorithms
بواسطة: Aziz N.A.A.; Ali A.M.; Azamen N.T.N.N.; Osman R.
منشور في: (2024)

Predicting automobile insurance fraud using classical and machine learning models
بواسطة: 2-s2.0-85183879321
منشور في: (2024)

Predicting Mental Health Disorder on Twitter Using Machine Learning Techniques
بواسطة: 2-s2.0-85175457067
منشور في: (2023)

Prediction of dengue outbreak in Selangor Malaysia using machine learning techniques
بواسطة: 2-s2.0-85099412834
منشور في: (2021)

Assessing customer satisfaction on service quality of Light Rail Transit (LRT) transportation in Malaysia
بواسطة: 2-s2.0-85191975541
منشور في: (2024)

Cardiovascular disease risk factors and socioeconomic variables in a nation undergoing epidemiologic transition
بواسطة: 2-s2.0-84885017498
منشور في: (2013)

In Vitro Permeation Studies on Carvedilol Containing Dissolving Microarray Patches Quantified Using a Rapid and Simple HPLC-UV Analytical Method
بواسطة: Anjani Q.K.; Sabri A.H.B.; McGuckin M.B.; Li H.; Hamid K.A.; Donnelly R.F.
منشور في: (2022)

Steam temperature control for steam distillation pot using model predictive control
بواسطة: 2-s2.0-84861548949
منشور في: (2012)

Evaluating urban microclimate temperature using Envi-Met Simulation Model: A case study conducted in two city areas, Pudu and Wangsa Maju
بواسطة: Asmadi, وآخرون
منشور في: (2024)