Institute of Predictive Performance Methodologies (IPPM-UTARI) preserved and shared openly.
The Institute for Predictive Performance specializes in heterogeneous materials including: polymer, metal, and ceramic based composites for structural, electrochemical, chemical processing, nuclear fuels and nuclear waste storage, and chemical processing applications. Unique strengths include the development of special material analysis, characterization, and assessment methods that enable the prediction of future performance on the basis of current condition, including as-manufactured condition, for individual specimens, devices, structures, and systems. This is enabling technology for modern design and risk control methods such as supervisory control, zero maintenance, and certain nuclear nonproliferation strategies.
Submissions from 2023
Carbon Fibers Recycling from Degraded Prepregs and Mechanical Properties or Recycled Composite, Monjur Morshed Rabby, Minhazur Rahman, Partha Pratim Das, Vamsee Vadlamudi, and Rassel Raihan
Artificial Intelligence Assisted Residual Strength and Life Prediction of Fiber Reinforced Polymer Composites, Partha Pratim Das, Muthu Ram Prabhu Elenchezhian, Vamsee Vadlamudi, and Rassel Raihan
Submissions from 2022
Dielectric Analysis to Predict Moisture Absorption in Structural Composites: A Data-Driven Approach, Partha Pratim Das, Monjur Morshed Rabby, Vamsee Vadlamudi, and Rassel Raihan
Moisture Content Prediction in Polymer Composites Using Machine Learning Techniques, Partha Pratim Das, Monjur Morshed Rabby, Vamsee Vadlamudi, and Rassel Raihan
COUPLED EFFECTS IN DIELECTRIC AND THERMAL PROPERTIES OF POLYMER MATRIX COMPOSITE STRUCTURES DUE TO MOISTURE ABSORPTION, Partha Pratim Das, Monjur Morshed Rabby, Vamsee Vadlamudi, Kenneth Reifsnider, and Rassel Raihan
Dielectric state variables as qualitative indicators of moisture absorption-caused mechanical property degradation in GFRP composite structures, Partha Pratim Das, Vamsee Vadlamudi, and Rassel Raihan
The Effect of Plasma Treatment on The Cure Behavior of Out-of-Life Prepregs and An Investigation of The Mechanical Properties of Composite Parts Manufactured from Plasma-Treated Prepregs, Monjur Morshed Rabby, Partha Pratim Das, Minhazur Rahman, Vamsee Vadlamudi, and Rassel Raihan
A Data-Driven Mechanical Property Prediction in Epoxy/Glass Fiber Composite, Monjur Morshed Rabby, Vamsee Vadlamudi, and Rassel Raihan
Effects of Different Surface Characteristics on the Fracto-emission of Carbon Fiber Reinforced Composite Adhesive Bond Failures, Minhazur Rahman, Relebohile George Qhobosheane, Vamsee Vadlamudi, and Rassel Raihan
Mechanical and Dielectric Modeling of Adhesive Bonded Fiber Reinforced Composite Single Lap Joints, Minhazur Rahman, Vamsee Vadlamudi, and Rassel Raihan
Submissions from 2021
Stiffness Degradation in Fatigue Life of Composites using Dielectric State Variables, Muthu Ram Prabhu Elenchezhian, Partha Pratim Das, Minhazur Rahman, Vamsee Vadlamudi, Rassel Raihan, and Kenneth Reifsnider
Fatigue Damage Modeling in Laminated Composites by using Rx-FEM and Strength Tracking Method, Wei-Tsen Lu, Zhenjia Gao, Hari K. Adluru, Kevin H. Hoos, Waruna Seneviratne, and David Mollenhauer
A STUDY OF THE MECHANICAL PERFORMANCE OF A COMPOSITES EMBEDDED WITH NANO-PARTIC, Relebohile George Qhobosheane, Monjur Morshed Rabby, Bryan Durham, Vamsee Vadlamudi, Kenneth Reifsnider, and Rassel Raihan
The Effect of Room-Temperature Aging on Enthalpy and Dielectric Property of Carbon-Fiber/Epoxy Composite Prepreg and the Mechanical Property of Manufactured Composite, Monjur Morshed Rabby, Minhazur Rahman, Partha Pratim Das, Muthu Ram Prabhu Elenchezhian, Relebohile George Qhobosheane, and Vamsee Vadlamudi
Damage Assessment of Glass Fiber Composites using Dielectric Spectroscopy and Thermally Stimulated Depolarization Current, Bryan Durham, Gayathri Kola, MohammadKian Mahroumi, Vamsee Vadlamudi, Rassel Raihan, and Kenneth Reifsnider
Data-Driven Discovery of Material States in Composites Under Fatigue Loads, Muthu Ram Prabhu Elenchezhian, Vamsee Vadlamudi, Rassel Raihan, and Kenneth Reifsnider
Effects of Surface Heterogeneity on Work of Adhesion of Carbon Fiber Reinforced Composites, Gayathri Kola, Minhazur Rahman, Vamsee Vadlamudi, Rassel Raihan, and Kenneth Reifsnider
Ordinary Differential Equations with Machine Learning for Prediction of Smart Composite Fracture Toughness, Relebohile George Qhobosheane, Muthu Ram Prabhu Elenchezhian, Vamsee Vadlamudi, Kenneth Reifsnider, and Rassel Raihan
Effects of Surface Characteristics on Mechanical and Dielectric Properties of Adhesively Bonded Carbon Fiber Composites, Minhazur Rahman, Gayathri Kola, Monjur Morshed Rabby, Muthu Ram Prabhu Elenchezhian, Relebohile George Qhobosheane, and Vamsee Vadlamudi
Submissions from 2020
UNSUPERVISED LEARNING METHODS FOR IDENTIFICATION OF DEFECTS IN HETEROGENEOUS MATERIALS, Muthu Ram Prabhu Elenchezhian, Vamsee Vadlamudi, Rassel Raihan, and Kenneth Reifsnider
ASSESSMENT OF MATERIAL STATE FOR PREDICTING THE DURABILITY OF COMPOSITES, Vamsee Vadlamudi, Muthu Ram Prabhu Elenchezhian, Partha Pratim Das, Rassel Raihan, and Kenneth Reifsnider
Performance Enhancement and Prediction of Composite Materials with Embedded Electrospun Piezoelectric Sensors, Rahman Jani Mazed, Muthu Ram Prabhu Elenchezhian, Vamsee Vadlamudi, Md Riaz Uddin Ahmed, Rassel Raihan, and Kenneth Reifsnider
Submissions from 2019
Modeling Complex Sub-elements by using Discrete Damage Modeling, Kevin H. Hoos, J Scott McQuien, Hari K. Adluru, Joseph D. Schaefer, Haozhong Gu, and Endel V. Iarve
An ABAQUS Implementation of Regularized Extended Finite Element Method (Rx-FEM) for Modeling the Interaction between Matrix cracking and delamination in Composites, Yu-Jui Liang, J Scott McQuien, and Endel V. Iarve
An Analytical Analysis of Fiber Waviness for Laminated Curved Beam Under Bending, Wei-Tsen Lu, Yu-Jui Liang, and Endel V. Iarve
Structural Health Monitoring of Fiber-Reinforced Composite Using Wireless Magnetostrictive Sensors, Sujjatul Islam, Relebohile George Qhobosheane, Muthu Ram Prabhu Elenchezhian, Vamsee Vadlamudi, Rassel Raihan, and Kenneth Reifsnider
Delamination Initiation and Migration Modeling in Clamped Tapered Laminated Beam Specimens Under Static Loading, Hari K. Adluru, Kevin H. Hoos, Endel V. Iarve, and James G. Ratcliffe
Damage Precursor Identification in Composite Laminates using Data Driven Approach, Muthu Ram Prabhu Elenchezhian, Vamsee Vadlamudi, Rassel Raihan, and Kenneth Reifsnider
A Global-local Discrete Damage Modeling Framework for Composite Laminates, Hari K. Adluru, J Scott McQuien, Endel V. Iarve, and Alex B. Harman
The Implementation of Regularized Extended Finite Element Method(Rx-FEM) in ABAQUS, Yu-Jui Liang, Endel V. Iarve, and J. Scott McQuien
Composite Buckling Analysis Using Discrete Damage Modeling, J Scott McQuien, Endel V. Iarve, David Mollrnhauer, Michael Braginsky, and Michael Stuebner
Design of Embedded Wireless Sensors for Real-Time and In-Situ Strain Sensing of Fiber Reinforced Composites, Relebohile George Qhobosheane, Sujjatul Islam, Muthu Ram Prabhu Elenchezhian, Vamsee Vadlamudi, Rassel Raihan, and Kenneth Reifsnider
Submissions from 2018
Detection and Prediction of Defects in Composite Materials Using Di-Electric Characterization and Neural Networks, Muthu Ram Prabhu Elenchezhian, Aishwarya Nandini, Vamsee Vadlamudi, Rassel Raihan, and Kenneth Reifsnider
Dielectric Property Investigation of Degraded Pre-Preg and Performance Prediction of the Final Composite Part, Aishwarya Nandini, Nina Shute, Muthu Ram Prabhu Elenchezhian, Vamsee Vadlamudi, Rassel Raihan, and Kenneth Reifsnider
Discrete Damage Modelling of Clamped Tapered Beam Specimen Under Fatigue Loading, Hari K. Adluru, Endel V. Iarve, and Kevin H. Hoos
Molecular Dynamics for the Prediction of the Interfacial Shear Stress and Interface Dielectric Properties of Carbon Fiber Epoxy Composites, Rajni Chahal, Ashfaq Adnan, Kenneth Reifsnider, Rassel Raihan, Yuan Ting Wu, and Vamsee Vadlamudi
DATA DRIVEN COMPOSITES: THE CHALLENGE AND PATHS FORWARDS, Muthu Ram Prabhu Elenchezhian, Vamsee Vadlamudi, Rassel Raihan, and Kenneth Reifsnider
Discrete Damage Modeling of Matrix Dominated Failure Including Random Spatial Variation of Strength, Kevin H. Hoos and Endel V. Iarve
Effects of Build Parameters on the Mechanical and Di-Electrical Properties of AM parts, Sai Sri Munaganuru, Muthu Ram Prabhu Elenchezhian, Vamsee Vadlamudi, Rauhon Ahmed Shaik, Hari K. Adluru, and Rassel Raihan
State Variable Methods of Assessment, Prognosis, and Control of Composite and Bonded Structures, Kenneth Reifsnider, Rassel Raihan, Vamsee Vadlamudi, and Muthu Ram Prabhu Elenchezhian
Global Prediction of Discrete Local Damage Interactions Using Broadband Dielectric Spectroscopy, Vamsee Vadlamudi, Muthu Ram Prabhu Elenchezhian, Rauhon Ahmed Shaik, Aishwarya Nandini, Rassel Raihan, and Kenneth Reifsnider
Submissions from 2017
Study of Defect Coalescence in Heterogeneous Material Systems using Broad Band Dielectric Spectroscopy., Vamsee Vadlamudi, Muthu Ram Prabhu Elenchezhian, Priyanshu Kumar Banerjee, Rassel Raihan, and Kenneth Reifsnider
Discrete Damage Modelling of Delamination Migration in Clamped Tapered Laminated Beam Specimens, Hari K. Adluru, Kevin H. Hoos, and Endel V. Iarve
Predicting Adhesive Bond Performance Based on Initial Dielectric Properties, Priyanshu Kumar Banerjee, Muthu Ram Prabhu Elenchezhian, Vamsee Vadlamudi, Rassel Raihan, and Kenneth Reifsnider
Quality Assessment of Adhesive Bond Based On Dielectric Properties, Muthu Ram Prabhu Elenchezhian, Vamsee Vadlamudi, Priyanshu Kumar Banerjee, Chaitanya Dave, Anik Mahmood, and Rassel Raihan
Submissions from 2016
Heterogeneous Fracture Mechanics Representations of the Effects of Defects from Manufacturing to End of Life, Vamsee Vadlamudi, Kenneth Reifsnider, Rassel Raihan, and Fazle Rabbi
Performance and Strength Prediction of Composite Materials Based On Dielectric Property Investigation, Rassel Raihan, Vamsee Vadlamudi, Fazle Rabbi, and Kenneth Reifsnider
Dielectric Assessment of Composite Damage States, Vamsee Vadlamudi, Rassel Raihan, and Kenneth Reifsnider