# positions[].organizations[].parent[].label
Texas A&M Engineering Experiment Station (TEES)

# overview
Dr. Bukkapatnam's research addresses the harnessing of high-resolution nonlinear dynamic information, particularly from wireless MEMS sensors, to improve the monitoring and prognostics of real-world systems, including ultraprecision and nanomanufacturing processes and machines, and cardiorespiratory processes. His research has led to 185 peer-reviewed publications (115 published/ accepted in journals and 70 in conference proceedings), 1 granted and five pending patents, and has been the basis for 17 Ph.D. dissertations. His research has received support from federal agencies including National Science Foundation, Department of Energy, and Department of Defense, and the private sector including General Motors, Ford, National Instruments, and the Central Rural Electric Cooperative.

# keywords[]
12 Responsible Consumption And Production

# keywords[]
9 Industry, Innovation And Infrastructure

# keywords[]
Nonlinear Stochastic Differential Equation (n-sde) Model

# keywords[]
4.2 Evaluation Of Markers And Technologies

# keywords[]
Networking And Information Technology R&d (nitrd)

# keywords[]
4.1 Discovery And Preclinical Testing Of Markers And Technologies

# keywords[]
4.1 Discovery And Preclinical Testing Of Markers And Technologies

# keywords[]
4007 Control Engineering, Mechatronics And Robotics

# keywords[]
0307 Theoretical And Computational Chemistry

# keywords[]
0306 Physical Chemistry (incl. Structural)

# keywords[]
Recurrent Hierarchical Dp (rhdp) Clustering

# keywords[]
0307 Theoretical And Computational Chemistry

# keywords[]
Networking And Information Technology R&d (nitrd)

# keywords[]
Machine Learning And Artificial Intelligence

# keywords[]
Adaptive Neuro-fuzzy Inference System (anfis)

# keywords[]
35 Commerce, Management, Tourism And Services

# keywords[]
0801 Artificial Intelligence And Image Processing

# keywords[]
4.1 Discovery And Preclinical Testing Of Markers And Technologies

# educationAndTraining[].organization.label
Sri Venkateswara University - (Tirumala - Tirupati, Andhra Pradesh, India)

# educationAndTraining[].organization.label
Pennsylvania State University - (State College, Pennsylvania, United States)

# educationAndTraining[].organization.label
Pennsylvania State University - (State College, Pennsylvania, United States)

# awardsAndHonors[].label
Award for Technical Innovation in Industrial Engineering

# awardsAndHonors[].label
Outstanding Young Industrial Engineer Award - Education and Industry

# publications[].label
Prognosis of Epileptic Seizure Event Onsets Using Random Survival Forests

# publications[].label
Towards control of carbon nanotube synthesis process using prediction-based fast Monte Carlo simulations

# publications[].label
Linear affine transformations between 3-lead (Frank XYZ leads) vectorcardiogram and 12-lead electrocardiogram signals.

# publications[].label
Analysis of mrr and wiwnu in oxide cmp using sparse experimental data

# publications[].label
Development of generalized potential-energy surfaces using many-body expansions, neural networks, and moiety energy approximations.

# publications[].label
Learning acoustic emission signatures from a nanoindentation-based lithography process: Towards rapid microstructure characterization

# publications[].label
Monte Carlo simulation of carbon nanotube nucleation and growth using nonlinear dynamic predictions

# publications[].label
Change Detection and Prognostics for Transient Real-World Processes Using Streaming Data

# publications[].publisher
Institute for Operations Research and the Management Sciences (INFORMS)

# publications[].label
Process Performance Prediction for Chemical Mechanical Planarization (CMP) by Integration of Nonlinear Bayesian Analysis and Statistical Modeling

# publications[].publisher
Institute of Electrical and Electronics Engineers (IEEE)

# publications[].label
Smart defect identification for manufacturing applications

# publications[].label
Autonomous materials discovery and manufacturing (AMDM): A review and perspectives

# publications[].label
Classification of atrial fibrillation episodes from sparse electrocardiogram data.

# publications[].label
Analysis of sensor signals shows turning on a lathe exhibits low-dimensional chaos.

# publications[].label
Implementing an open-source sensor data ingestion, fusion, and analysis capabilities for smart manufacturing

# publications[].label
A quasi-recursive correlation dimension analysis for online structural health monitoring (SHM)

# publications[].label
Development of A Wireless Electric Field Probe Using Wireless Sensor Network for Characterization of Indoor Environments Part 1

# publications[].label
Balanced Random Survival Forests for Extremely Unbalanced, Right  Censored Data

# publications[].label
Multiscale recurrence analysis of complex physiological rhythmic dynamics

# publications[].label
Image-based flight control of unmanned aerial vehicles (UAVs) for material handling in custom manufacturing

# publications[].label
Distributed architecture for real-time coordination of bus holding in transit networks

# publications[].publisher
Institute of Electrical and Electronics Engineers (IEEE)

# publications[].tags
9 Industry, Innovation and Infrastructure

# publications[].label
Towards characterizing the microdynamics of AE generation in machining

# publications[].label
Examining the structure validity of the Pittsburgh Sleep Quality Index

# publications[].label
Ripple formations determine the heterogeneous microstructure of directed energy deposition (DED)-printed 316L components

# publications[].label
Method and apparatus for performing targeted polishing via manipulation of magnetic-abrasive fluid

# publications[].label
Chaotic neurons for on-line quality control in manufacturing

# publications[].tags
9 Industry, Innovation and Infrastructure

# publications[].label
Input vector optimization of feed-forward neural networks for fitting ab initio potential-energy databases.

# publications[].label
Overview of Some Non Neural Network Methods for Fitting Ab Initio Potential-Energy Databases

# publications[].label
Detection of Sleep Apnea Events via tracking Nonlinear Dynamic Cardio-Respiratory Coupling from Electrocardiogram Signals

# publications[].publisher
Institute of Electrical and Electronics Engineers (IEEE)

# publications[].label
Multi-step sales forecasting in automotive industry based on structural relationship identification

# publications[].label
Recurrence quantification analysis (RQA) used for detection of ST segment deviation

# publications[].label
Practical training framework for fitting a function and its derivatives.

# publications[].publisher
Institute of Electrical and Electronics Engineers (IEEE)

# publications[].label
Experimental nonlinear dynamics characterization and monitoring of chemical mechanical planarization (CMP) Process

# publications[].label
WEARABLE INNOVATION IN SLEEP: DIAGNOSIS AND TREATMENT OF OBSTRUCTIVE SLEEP APNEA

# publications[].label
Fast Monte Carlo Simulation-based Process Design and Planning for Carbon Nanotube Synthesis

# publications[].label
Parametrization of interatomic potential functions using a genetic algorithm accelerated with a neural network

# publications[].label
Multiscale tribo-mechanical analysis of natural fiber composites for manufacturing applications

# publications[].label
Fractal estimation of flank wear in turning

# publications[].label
Criticality index analysis based optimal RFID reader placement models for asset tracking (vol 48, pg 2679, 2010)

# publications[].label
Towards rapid, in situ characterization for materials-on-demand manufacturing

# publications[].label
Longitudinal Milling and Fine Abrasive Finishing Operations to Improve Surface Integrity of Metal AM Components

# publications[].label
Correction: Nonlinear Dynamics Forecasting of Obstructive Sleep Apnea Onsets.

# publications[].label
Production system modeling and analysis using control-theoretic approaches

# publications[].label
Simultaneous 12-Lead Electrocardiogram Synthesis using a Single-Lead ECG  Signal: Application to Handheld ECG Devices

# publications[].label
Novel nanoinformatics methods for scaling up atomistic-scale simulation of carbon nanotube synthesis

# publications[].label
Acoustic Emission Characterization of Natural Fiber Reinforced Plastic Composite Machining Using a Random Forest Machine Learning Model

# publications[].label
Optimal Transmission Power in Self-sustainable Sensor Networks for Pipeline Monitoring

# publications[].publisher
Institute of Electrical and Electronics Engineers (IEEE)

# publications[].label
Sensor-based modeling of slurry, chemistry effects on the material removal rate (MRR) in copper-CMP process

# publications[].label
Micromechanical modeling of the machining behavior of natural fiber-reinforced polymer composites

# publications[].label
Simultaneous fitting of a potential-energy surface and its corresponding force fields using feedforward neural networks.

# publications[].label
Process-machine interactions and a multi-sensor fusion approach to predict surface roughness in cylindrical plunge grinding process

# publications[].label
Explainable Machine Learning-Based SpO2 Estimation Using Photoplethysmograms Measured from a Neck Wearable

# publications[].label
Local recurrence based performance prediction and prognostics in the nonlinear and nonstationary systems

# publications[].label
Process-Machine Interaction (PMI) Modeling and Monitoring of Chemical Mechanical Planarization (CMP) Process Using Wireless Vibration Sensors

# publications[].publisher
Institute of Electrical and Electronics Engineers (IEEE)

# publications[].label
Molecular dynamics investigations on polishing of a silicon wafer with a diamond abrasive

# publications[].label
Artificial neural network to estimate the refractive index of a liquid infiltrating a chiral sculptured thin film

# publications[].publisher
SPIE, the international society for optics and photonics

# publications[].label
Towards Non-Contact Glucose Sensing in Aqueous Turbid Medium at 1.1 Meters Distance

# publications[].publisher
Institute of Electrical and Electronics Engineers (IEEE)

# publications[].label
Recurrence Time Ratio Slope (RTRS) to estimate nonstationarity in dynamic nonlinear heart rate variability signals

# publications[].label
Prediction of Sleep Apnea Episodes from a Wireless Wearable Multisensor Suite

# publications[].publisher
Institute of Electrical and Electronics Engineers (IEEE)

# publications[].label
Nonlinear adaptive wavelet analysis of electrocardiogram signals.

# publications[].label
Protection against Counterfeiting Attacks in 3D Printing by Streaming Signature-embedded Manufacturing Process Instructions

# publications[].publisher
Association for Computing Machinery (ACM)

# publications[].label
DEPENDENCE OF COMPUTED TRAJECTORY ON STEP-SIZE IN A NONLINEAR DYNAMIC SYSTEM - AN INVESTIGATION INTO CUTTING-TOOL DYNAMICS

# publications[].label
Pre-programing the glass transition temperature and transformation strain of shape memory polymers in fused deposition modeling process

# publications[].label
A Network Pruning Algorithm for Combined Function and Derivative Approximation

# publications[].label
Wireless Transmission of Sensor Signals for Phonocardiology Applications

# publications[].publisher
Institute of Electrical and Electronics Engineers (IEEE)

# publications[].label
Identification of Microstructures in 3-DPrinted Ti-6Al-4V Using Acoustic Emission Cepstrum

# publications[].label
Surface plastic flow in polishing of rough surfaces

# publications[].label
Characterization of nonlinearity of cutting tool vibrations and chatter

# publications[].label
Effect of reinforcement learning on coordination of multiagent systems

# publications[].publisher
SPIE, the international society for optics and photonics

# publications[].label
Applications of Neural Network Fitting of Potential-Energy Surfaces

# publications[].label
Change detection in precision manufacturing processes under transient conditions

# publications[].label
Consistent estimation of the max-flow problem: Towards unsupervised  image segmentation

# publications[].label
Wireless Sensing of Flow-Induced Vibrations for Pipeline Integrity Monitoring

# publications[].publisher
Institute of Electrical and Electronics Engineers (IEEE)

# publications[].label
DETERMINING THE OPTIMUM NUMBER OF RFID READERS FOR EFFICIENT ASSET TRACKING

# publications[].label
Efficient manufacturing processes and performance qualification via active learning: Application to a cylindrical plunge grinding platform

# publications[].label
Model based tampering for improved process performance - An application to grinding of shafts

# publications[].label
Zero knowledge hidden Markov model inference

# publications[].label
Detection of sleep apnea events via tracking nonlinear dynamic cardio-respiratory coupling from electrocardiogram signals.

# publications[].publisher
Institute of Electrical and Electronics Engineers (IEEE)

# publications[].label
Planar random graph representations of spatiotemporal surface morphology: Application to finishing of 3-D printed components

# publications[].label
Towards control of carbon nanotube synthesis process using prediction-based fast monte carlo simulations

# publications[].label
Vector magnitude derived QT variability following myocardial ischemia

# publications[].label
Prediction of molecular-dynamics simulation results using feedforward neural networks: reaction of a C2 dimer with an activated diamond (100) surface.

# publications[].label
Towards Performance Analysis of Manufacturing Systems Using Nonlinear Dynamic Principles

# publications[].label
A Low-cost, Small-footprint Wireless Sensor for Container Integrity Monitoring

# publications[].label
Thermal effect on the tribo-mechanical behavior of natural fiber composites at micro-scale

# publications[].label
A mixed experimental-CFD-data science approach for rheological measurement of polishing fluids

# publications[].label
Tracking and quantifying spatter characteristics in a laser directed energy deposition process using Kalman filter

# publications[].label
Bidirectional Gated Recurrent Deep Learning Neural Networks for Smart Acoustic Emission Sensing of Natural Fiber-Reinforced Polymer Composite Machining Process

# publications[].label
Statistical analysis and design of RFID systems for monitoring vehicle ingress/egress in warehouse environments

# publications[].label
A wavelet-based, distortion energy approach to structural health monitoring

# publications[].label
Distributed holding control of bus transit operations

# publications[].publisher
Institute of Electrical and Electronics Engineers (IEEE)

# publications[].label
Human-centric integrated safety and quality assurance in collaborative robotic manufacturing systems

# publications[].label
Surface plastic flow in polishing of rough surfaces.

# publications[].label
Change detection in complex dynamical systems using intrinsic phase and  amplitude synchronization

# publications[].label
Real-Time Identification of Incipient Surface Morphology Variations in Ultraprecision Machining Process

# publications[].label
Ripple Formations Determine the Heterogeneous Microstructure of Directed Energy Deposition (Ded)-Printed 316l Components

# publications[].label
Real-time modeling of cardiovascular dynamics using electrocardiogram-based activation functions

# publications[].label
Potential-Energy Surfaces Using Expansion Methods and Neural Networks

# publications[].label
Local Eigenfunctions Based Suboptimal Wavelet Packet Representation of Contaminated Chaotic Signals.

# publications[].label
Joint production and maintenance operations in smart custom-manufacturing systems

# publications[].label
Artificial neural network to estimate the refractive index of a liquid  infiltrating a chiral sculptured thin film

# publications[].label
A Direct Synthesis Method for Early Stage Parametric Design of Large-Scale Mechanical Systems

# publications[].label
Explainable AI-infused ultrasonic inspection for internal defect detection

# publications[].label
An algorithm for a near optimal NC path generation in staircase (lase) traversal of convex polygonal surfaces

# publications[].label
Accurate prediction of higher-level electronic structure energies for large databases using neural networks, Hartree-Fock energies, and small subsets of the database.

# publications[].label
Nonlinear Dynamics Forecasting of Obstructive Sleep Apnea Onsets.

# publications[].label
Characterization and Monitoring of Nonlinear Dynamics and Chaos in Manufacturing Enterprise Systems

# publications[].label
A low-cost, portable, high-throughput wireless sensor system for phonocardiography applications.

# publications[].label
Compact Nonlinear Signal Representation in Machine Tool Operations

# publications[].label
Localized magnetic fluid finishing of freeform surfaces using electropermanent magnets and magnetic concentration

# publications[].label
Experimental investigation of contour crafting using ceramics materials

# publications[].label
Arc Behavior in Wire Arc Additive Manufacturing Process

# publications[].label
A Low-cost, Small-footprint Wireless Sensor for Container Integrity Monitoring

# publications[].publisher
Institute of Electrical and Electronics Engineers (IEEE)

# publications[].tags
12 Responsible Consumption and Production

# publications[].label
Analysis of acoustic emission signals in machining

# publications[].label
Enhanced SpO2 estimation using explainable machine learning and neck photoplethysmography

# publications[].label
Optimal transmission power in self-sustainable sensor networks for pipeline monitoring

# publications[].label
Wireless sensing of flow-induced vibrations for pipeline integrity monitoring

# publications[].label
Time series forecasting for nonlinear and non-stationary processes: a review and comparative study

# publications[].label
The concept of chaos theory based optimal cutting tool chatter control

# publications[].publisher
SPIE, the international society for optics and photonics

# publications[].label
The internet of things for smart manufacturing: A review

# publications[].tags
9 Industry, Innovation and Infrastructure

# publications[].label
Effect of flax fiber orientation on machining behavior and surface finish of natural fiber reinforced polymer composites

# publications[].label
Identifying the influence of surface texture waveforms on colors of polished surfaces using an explainable AI approach

# publications[].label
Towards Non-Contact Glucose Sensing in Aqueous Turbid Medium at ~1.1 Meters Distance

# publications[].label
Towards Characterizing the Microdynamics of AE Generation in Machining

# publications[].label
Empirical Potential-Energy Surfaces Fitting Using Feed forward Neural Networks

# publications[].label
Real-time lumped parameter modeling of cardiovascular dynamics using electrocardiogram signals: toward virtual cardiovascular instruments.

# publications[].publisher
Institute of Electrical and Electronics Engineers (IEEE)

# publications[].label
Supporting negotiations in the early stage of large-scale mechanical system design

# publications[].label
Real-time Monitoring of Container Stability Loss using Wireless Vibration Sensor Tags

# publications[].publisher
Institute of Electrical and Electronics Engineers (IEEE)

# publications[].label
Significant Winter Weather Events and Associated Socioeconomic Impacts (Federal Aid Expenditures) across Oklahoma: 200010

# publications[].label
A Survey of Cybersecurity of Digital Manufacturing

# publications[].publisher
Institute of Electrical and Electronics Engineers (IEEE)

# publications[].tags
9 Industry, Innovation and Infrastructure

# publications[].label
Thermo-mechanical Effects in Mechanical Polishing of Natural Fiber Composites

# publications[].label
A Graphical Representation of Sensor Mapping for Machine Tool Fault Monitoring and Prognostics for Smart Manufacturing

# publications[].label
Dynamics and Performance Modeling of Multi-Stage Manufacturing Systems using Nonlinear Stochastic Differential Equations

# publications[].publisher
Institute of Electrical and Electronics Engineers (IEEE)

# publications[].tags
9 Industry, Innovation and Infrastructure

# publications[].label
Inferring sparse networks for noisy transient processes.

# publications[].label
Laser and Photonic Systems Integration: Emerging Innovations and Framework for Research and Education

# publications[].label
Effects of orifice shape in contour crafting of ceramic materials

# publications[].label
Method and apparatus for performing targeted polishing via manipulation of magnetic-abrasive fluid

# publications[].label
Optimal slack time for schedule-based transit operations

# publications[].publisher
Institute for Operations Research and the Management Sciences (INFORMS)

# publications[].label
Spatiotemporal representation of cardiac vectorcardiogram (VCG) signals.

# publications[].label
Characterization of the Physical Origins of Acoustic Emission (AE) From Natural Fiber Reinforced Polymers (Nfrps) Machining Processes

# publications[].label
Ripple formation and its effect on the multi-scale microstructure of  Directed Energy Deposition (DED)-printed 316L components

# publications[].label
A Dynamic Systems Approach for Detecting and Localizing of Infarct-Related Artery in Acute Myocardial Infarction Using Compressed Paper-Based Electrocardiogram (ECG).

# publications[].label
Continuous flow modelling of multistage assembly line system dynamics

# publications[].label
Foundations for analytical models of staircase traversal of convex polygonal surfaces

# publications[].label
Towards Virtual Instruments for Cardiovascular Healthcare: Real-time Modeling of Cardiovascular Dynamics using ECG Signals

# publications[].publisher
Institute of Electrical and Electronics Engineers (IEEE)

# publications[].label
Container integrity and condition monitoring using RF vibration sensor tags

# publications[].label
Hypothesis tests with functional data for surface quality change detection in surface finishing processes

# publications[].label
A Review of the Anomalies in Directed Energy Deposition (DED) Processes & Potential Solutions - Part Quality & Defects

# publications[].label
Neural Network Methods for Data Analysis and Statistical Error Reduction

# publications[].label
A graph-theoretic approach for quantification of surface morphology variation and its application to chemical mechanical planarization process

# publications[].label
Model-Based Tampering for Improved Process PerformanceAn Application to Grinding of Shafts

# publications[].label
Detecting changes in transient complex systems via dynamic network inference

# publications[].label
Detecting Anomalous Robot Motion in Collaborative Robotic Manufacturing Systems

# publications[].publisher
Institute of Electrical and Electronics Engineers (IEEE)

# publications[].label
On colors of stainless-steel surfaces polished with magnetic abrasives

# publications[].label
Hypothesis Tests with Functional Data for Surface Quality Change Detection in Surface Finishing Processes

# publications[].label
Additive Manufacturing Cyber-Physical System: Supply Chain Cybersecurity and Risks

# publications[].publisher
Institute of Electrical and Electronics Engineers (IEEE)

# publications[].tags
9 Industry, Innovation and Infrastructure

# publications[].label
A Network Pruning Algorithm for Combined Function and Derivative Approximation

# publications[].publisher
Institute of Electrical and Electronics Engineers (IEEE)

# publications[].label
A Review of the Anomalies in Directed Energy Deposition (DED) Processes and Potential Solutions

# publications[].label
Modeling and analysis of the coupled dynamics of machine degradation and repair processes using piecewise affine stochastic differential equations

# publications[].publisher
Institute of Electrical and Electronics Engineers (IEEE)

# publications[].label
Markov Model Inferencing in Distributed Systems

# publications[].label
Nonlinear Sequential Bayesian Analysis-Based Decision Making for End-Point Detection of Chemical Mechanical Planarization (CMP) Processes

# publications[].publisher
Institute of Electrical and Electronics Engineers (IEEE)

# publications[].label
A vision-based monitoring approach for real-time control of laser origami cybermanufacturing processes

# publications[].label
The neighborhood method and its coupling with the wavelet method for signal separation of chaotic signals

# publications[].label
Container Integrity and Condition Monitoring using RF Vibration Sensor Tags

# publications[].publisher
Institute of Electrical and Electronics Engineers (IEEE)

# publications[].label
Change Detection in Complex Dynamical Systems Using Intrinsic Phase and Amplitude Synchronization

# publications[].publisher
Institute of Electrical and Electronics Engineers (IEEE)

# publications[].label
Random Forests Are Able to Identify Differences in Clotting Dynamics from Kinetic Models of Thrombin Generation.

# publications[].label
A phenomenological model of polishing of silicon with diamond abrasive

# publications[].label
Fractal estimation of flank wear in turning using time-delay neural networks

# publications[].label
Characterization of the physical origins of acoustic emission (AE) from natural fiber reinforced polymers (NFRPs) machining processes

# publications[].label
Topology and random-walk network representation of cardiac dynamics for localization of myocardial infarction.

# publications[].publisher
Institute of Electrical and Electronics Engineers (IEEE)

# publications[].label
A Dirichlet Process Gaussian State Machine Model for Change Detection in Transient Processes

# publications[].label
Online non-contact surface finish measurement in machining using graph theory-based image analysis

# publications[].label
Forecasting the evolution of nonlinear and nonstationary systems using recurrence-based local Gaussian process models.

# publications[].label
Dynamic modeling and monitoring of contour crafting - An extrusion-based layered manufacturing process

# publications[].label
Graphitization as a precursor to wear of diamond in machining pure iron: A molecular dynamics investigation

# publications[].label
Toward standardizing the clinical testing protocols of point-of-care devices for obstructive sleep apnea diagnosis.

# publications[].label
Local eigenfunctions based suboptimal wavelet packet representation of contaminated chaotic signals

# publications[].label
Nonstationary chaos in acoustic emission from lathes

# publications[].label
Process characterization and statistical analysis of oxide CMP on a silicon wafer with sparse data

# publications[].label
Other Applications of Neural Networks to Quantum Mechanical Problems

# publications[].label
Challenges and Needs for Automating Nano Image Processing for Material Characterization

# publications[].publisher
SPIE, the international society for optics and photonics

# publications[].publisher
Institute of Electrical and Electronics Engineers (IEEE)

# publications[].label
Quantification of Ultraprecision Surface Morphology using an Algebraic Graph Theoretic Approach

# publications[].label
Integrating metal am with milling and non-Traditional machining to improve surface properties

# publications[].label
Consistent Estimation of the Max-Flow Problem: Towards Unsupervised Image Segmentation.

# publications[].publisher
Institute of Electrical and Electronics Engineers (IEEE)

# publications[].label
Pareto Principle in Scoping-Phase Cost Estimating: A Multiobjective Optimization Approach for Selecting and Applying Optimal Major Work Items

# publications[].publisher
American Society of Civil Engineers (ASCE)

# publications[].label
Willingness-to-pay prediction based on empirical mode decomposition

# publications[].label
A self-starting method for obtaining analytic potential-energy surfaces from ab initio electronic structure calculations.

# publications[].label
Development of A Wireless Electric Field Probe Using Wireless Sensor Network for Characterization of Indoor Environments Part 1

# publications[].publisher
Institute of Electrical and Electronics Engineers (IEEE)

# publications[].label
Experimental dynamics characterization and monitoring of MRR in oxide chemical mechanical planarization (CMP) process

# publications[].label
A multi-fractal spectrum analysis for online structural health monitoring

# publications[].label
IMPLEMENTING THE TRANSFORMATION OF DISCRETE PART MANUFACTURING SYSTEMS INTO SMART MANUFACTURING PLATFORMS

# publications[].tags
9 Industry, Innovation and Infrastructure

# publications[].label
Machine learning and AI for long-term fault prognosis in complex manufacturing systems

# publications[].label
Thermal Effects on Tribological Behavior in Machining Natural Fiber Composites

# publications[].label
Wireless Wearable Multisensory Suite and Real-Time Prediction of Obstructive Sleep Apnea Episodes.

# publications[].publisher
Institute of Electrical and Electronics Engineers (IEEE)

# publications[].label
A genetic algorithm for sequential part assignment for PCB assembly

# publications[].label
An Autonomous Laser Kirigami Method With Low-Cost Real-Time Vision-Based Surface Deformation Feedback System

# publications[].label
Assessing the Impact of an REU Program on Students Intellectual Growth and Interest in Graduate School in Cybermanufacturing

# publications[].publisher
American Society for Engineering Education

# publications[].label
Towards Prediction of Nonlinear and Nonstationary Evolution of Customer Preferences Using Local Markov Models

# publications[].label
Artificial neural network to estimate the refractive index of a liquid infiltrating a chiral sculptured thin film in a sensor chip

# publications[].publisher
SPIE, the international society for optics and photonics

# publications[].label
Analysis of Degenerate Bifurcation in Machining Using a Nonlinear Model

# publications[].label
Experimental characterization of nonlinear dynamics underlying the cylindrical grinding process

# publications[].label
Backward Mapping Methodology for Design Synthesis

# publications[].label
Dirichlet Process Gaussian Mixture Models for Real-Time Monitoring and Their Application to Chemical Mechanical Planarization

# publications[].publisher
Institute of Electrical and Electronics Engineers (IEEE)

# publications[].label
Identification of myocardial infarction (MI) using spatio-temporal heart dynamics.

# publications[].label
A statistical mechanistic model of acoustic emission generation from shear zone of machining

# publications[].label
Misplaced Item Search in a Warehouse using an RFID-based Partially Observable Markov Decision Process (POMDP) Model

# publications[].publisher
Institute of Electrical and Electronics Engineers (IEEE)

# publications[].label
Concept of model based tampering for improving process performance: An illustrative application to turning process

# publications[].label
Heterogeneous Sensor Data Fusion Approach for Real-time Monitoring in Ultraprecision Machining (UPM) Process Using Non-Parametric Bayesian Clustering and Evidence Theory

# publications[].publisher
Institute of Electrical and Electronics Engineers (IEEE)

# publications[].label
Analysis of acoustic emission signals in machining

# publications[].label
Cybersecurity Assurance in the Emerging Manufacturing-as-a-Service (MaaS) Paradigm: A Lesson from the Video Streaming Industry

# publications[].tags
9 Industry, Innovation and Infrastructure

# publications[].label
Automatic Identification of Rock Formation Type While Drilling Using Machine Learning Based Data-Driven Models

# publications[].label
Genetic Algorithm (GA) and Internal Energy Transfer Calculations Using Neural Network (NN) Methods

# publications[].label
Molecular dynamics simulations of diffusion of carbon into iron

# publications[].label
Parametrization of analytic interatomic potential functions using neural networks.

# publications[].label
Ultra-Precision Machining Process Dynamics and Surface Quality Monitoring

# publications[].label
Statistical and Dynamic Model of Surface Morphology Evolution during Polishing in Additive Manufacturing

# publications[].label
Artificial neural network to predict the refractive index of a liquid infiltrating a chiral sculptured thin film

# publications[].publisher
SPIE, the international society for optics and photonics

# publications[].label
Criticality index analysis based optimal RFID reader placement models for asset tracking

# publications[].label
Sensing and Informatics in Laser-Based Nanomanufacturing Processes

# publications[].label
Towards Realizing Cybermanufacturing Kiosks: Quality Assurance Challenges and Opportunities

# publications[].label
A Gaussian Process Model-Guided Surface Polishing Process in Additive Manufacturing

# publications[].label
A genetic algorithm for unified approach-based predictive modeling of fatigue crack growth

# publications[].label
Built-up-edge effects on surface deterioration in micromilling processes

# publications[].label
Adaptive neuro-fuzzy inference system modeling of MRR and WIWNU in CMP process with sparse experimental data

# publications[].publisher
Institute of Electrical and Electronics Engineers (IEEE)

# publications[].label
Wireless Wearable Multi-Sensory System for Monitoring of Sleep Apnea and Other Cardiorespiratory Disorders

# publications[].publisher
Institute of Electrical and Electronics Engineers (IEEE)

# publications[].label
Board 115: Preparing Next Generation of Manufacturing Leaders: A Case of REU Site in Cybermanufacturing

# publications[].publisher
American Society for Engineering Education

# publications[].label
Theory of chaos based techniques for process monitoring

# publications[].label
Towards Futuristic Autonomous Experimentation--A Surprise-Reacting  Sequential Experiment Policy

# publications[].label
An autonomous laser kirigami method with low-cost real-time vision-based surface deformation feedback system

# researcherOn[].label
RET Site: Enhancing Teacher Knowledge & Skills in Modern Manufacturing

# researcherOn[].awardedBy.label
National Science Foundation - (Arlington, Virginia, United States)

# researcherOn[].label
Characterization and Real Time Defect Mitigation in Chemical/Mechanical Polishing of Microelectronic Wafers Using Decision Theory and

# researcherOn[].awardedBy.label
National Science Foundation - (Arlington, Virginia, United States)

# researcherOn[].label
Localized Finishing of Freeform Geometries using Dynamic Magnetic Field-Manipulated Magneto-Viscoelastic Fluids

# researcherOn[].awardedBy.label
National Science Foundation - (Arlington, Virginia, United States)

# researcherOn[].label
Workshop: Advanced Manufacturing for the Oil and Gas Energy Industry; Houston, Texas; November 2014

# researcherOn[].awardedBy.label
National Science Foundation - (Arlington, Virginia, United States)

# researcherOn[].label
Collaborative Research: Research Infrastructure: CCRI:New: Data-Driven Cybersecurity Research Infrastructure for Smart Manufacturing

# researcherOn[].awardedBy.label
National Science Foundation - (Arlington, Virginia, United States)

# researcherOn[].label
FMRG: Cyber: Manufacturing USA: Material-on-demand manufacturing through convergence of manufacturing, AI and materials science

# researcherOn[].awardedBy.label
National Science Foundation - (Arlington, Virginia, United States)

# researcherOn[].label
Characterization and Real Time Defect Mitigation in Chemical/Mechanical Polishing of Microelectronic Wafers Using Decision Theory and MultiSensor Fusion

# researcherOn[].awardedBy.label
National Science Foundation - (Arlington, Virginia, United States)

# researcherOn[].label
EAGER: Cybermanufacturing - Design and Analysis of a Cyberphysical Systems Approach for Custom Manufacturing Kiosks

# researcherOn[].awardedBy.label
National Science Foundation - (Arlington, Virginia, United States)

# researcherOn[].label
A Recurrent Nested Bayesian Non-parametric Model for Real Time Monitoring of Pattern Dependent Surface Topography in Chemical Mechanical Planarization (CMP) Operations

# researcherOn[].awardedBy.label
National Science Foundation - (Arlington, Virginia, United States)

# researcherOn[].label
Workshop on Additive Manufacturing (3D Printing) for Civil Infrastructure Design and Construction: Arlington, Virginia; July 13-14, 2017

# researcherOn[].awardedBy.label
National Science Foundation - (Arlington, Virginia, United States)

# researcherOn[].awardedBy.label
National Science Foundation - (Arlington, Virginia, United States)

# researcherOn[].label
I-Corps: HealthSmart Technical Development Plan

# researcherOn[].awardedBy.label
National Science Foundation - (Arlington, Virginia, United States)

# researcherOn[].label
NSF Workshop on Advanced Manufacturing Needs for the Oil and Gas Energy Sector-

# researcherOn[].awardedBy.label
National Science Foundation - (Arlington, Virginia, United States)

# researcherOn[].label
Atomistic Dynamics of Acoustic Emission (AE) Generation in Ultra-Precision Machining (UPM) for Incipient Anomaly Detection

# researcherOn[].awardedBy.label
National Science Foundation - (Arlington, Virginia, United States)

# researcherOn[].label
S&AS: INT: Autonomous Experimentation Platform for Accelerating Manufacturing of Advanced Materials

# researcherOn[].awardedBy.label
National Science Foundation - (Arlington, Virginia, United States)

# researcherOn[].label
I-Corps: SleepEez: Point-of-care sensor for prediction and prevention of sleep apnea

# researcherOn[].awardedBy.label
National Science Foundation - (Arlington, Virginia, United States)

# researcherOn[].label
IRES Track I: Novel international student experiences in smart manufacturing and AI for industry 4.0

# researcherOn[].awardedBy.label
National Science Foundation - (Arlington, Virginia, United States)

# researcherOn[].label
PFI-AIR-TT: Wearable Sleepwear for Quantitative Prognostication and Noninvasive Therapy of Obstructive Sleep Apnea

# researcherOn[].awardedBy.label
National Science Foundation - (Arlington, Virginia, United States)

# researcherOn[].label
Modeling and Control of Ceovolutionary Network Formation with Applications to Finishing Processes for 3D Printed Components

# researcherOn[].awardedBy.label
Directorate for Engineering - (Arlington, Virginia, United States)

# streetAddress
Texas A&M University; Industrial Engineering; 3131 TAMU

# organizations[]
Texas A&M Engineering Experiment Station (TEES)

# schools[]
Texas A&M Engineering Experiment Station (TEES)

# inTheNews[].label
Penn State researchers to help revive manufacturing enterprises

# etdChairOf[].label
Patel, Jigar Bimal (2016-12). Ultrasonic Enhancement of Pulsed Electrochemical Machining. Master's Thesis.

# etdChairOf[].label
Afrin, Kahkashan (2020-08). Survival Analysis for Big Data. Doctoral Dissertation.

# etdChairOf[].label
Zhong, Yuhao (2020-05). Image-based Flight Control of Unmanned Aerial Vehicles (UAVs) for Material Handling in Custom Manufacturing. Master's Thesis.

# etdChairOf[].label
Wang, Zimo (2020-08). Smart Sensing in Advanced Manufacturing Processes: Statistical Modeling and Implementations for Quality Assurance and Automation. Doctoral Dissertation.

# etdChairOf[].label
Guo, Ruiqi (2019-08). Analysis of Non-Linear and Non-Stationary Data with Intrinsic Time-Scale Decomposition (ITD) and Gaussian Mixture Model: Application to Acoustic EmissionBased Process Monitoring. Master's Thesis.

# etdChairOf[].label
El Amri, Iskander (2018-08). Localized Magnetic Fluid Finishing of Freeform Surfaces Using Electro-Permanent Magnets and Magnetic Concentration. Master's Thesis.

# etdChairOf[].label
Tran, Hoang Minh (2017-08). Data Driven Techniques for Modeling Coupled Dynamics in Transient Processes. Doctoral Dissertation.

# etdChairOf[].label
Iquebal, Ashif Sikandar (2020-08). Graph Analytics For Smart Manufacturing. Doctoral Dissertation.

# etdChairOf[].label
Kovvuri, Vivekananda Reddy (2015-08). Experimental Study of Built-up-edge Formation in Micro Milling. Master's Thesis.

# etdChairOf[].label
Korlapati, Naga Venkata Saidileep (2020-12). Prognostics in Manufacturing Systems Using DeepSurv. Master's Thesis.