Nattapol Aunsri
Associate Professor
School of Applied Digital Technology, Mae Fah Luang University
LiveDNA ID:
66.47364
Employment
Professional Appointments
Associate Professor
School of Applied Digital Technology, Mae Fah Luang University
Education
Academic Background-
Ph.D. New Jersey Institute of Technology, USA Mathematical Sciences | Completed: 2014
Publications (34)
Selected Scholarly Contributions
Evidence-Driven Virtual Reality for Multiphase Earthquake Preparedness and Response Training
2026
Inflation Forecasting in Thailand: Bayesian Shrinkage and Factor Models in a Small Open Economy
2026
State-of-Charge Estimation of Lithium-Ion Batteries Using a Computationally Efficient Particle Filter
2026
Systematic Benchmarking of 360° Virtual Reality Video Production: A Multi-Experiment Study of Encoding, Audio Systems, and Workflow
2026
Bayesian filtering techniques for state of charge and state of health estimation in lithium-ion batteries for electric vehicles: Methods, challenges, and future directions
2026
A hybridization of particle filter and firefly algorithm for modal frequency and dispersion curve estimation in ocean acoustics
2026
Early Classification of Impact- and Vibration-Induced Bruising in ‘Glom Sali’ Guava Using RGB Imaging and Deep Learning
2026
Optimizing data analytics workflow scheduling in cloud–fog computing with GNNs
2026
State-of-charge estimation of lithium-ion batteries using kernel particle filtering with mean-shift and AEKF-based state-of-health assessment
2026
AI-powered classification of mangoes for variety recognition and maturity grading in export and premium markets
2026
Development of Application to Improve Knowledge and Comprehension of Programming for Learners in Remote Areas: A Case Study of Schools in Thailand
2025
A review of Bayesian-filtering-based techniques in RUL prediction for Lithium-Ion batteries
2025
Stability, Bioactivity, and Skin Penetration of Prunus Leaf Extracts in Cream Formulations: A Clinical Study on Skin Irritation
2025
A review of efficient techniques and applications of kernel density in particle filtering framework
2025
Evaluation of industrial crop emollients from perilla oil, cocoa butter, and wild almond butter extracts: Physicochemical characterization, stability, bioactivity, and clinical efficacy of product formulations in a double-blind trial
2025
IoT-Based System for Real-Time Monitoring and AI-Driven Energy Consumption Prediction in Fresh Fruit and Vegetable Transportation
2025
Heuristic Scheduling Algorithm for Workflow Applications in Cloud-Fog Computing Based on Realistic Client Port Communication
2024
A review of efficient applications of genetic algorithms to improve particle filtering optimization problems
2024
A data-driven approach to improve coffee drying: Combining environmental sensors and chemical analysis
2024
Investigation and evaluation of cross-term reduction in masked Wigner-Ville distributions using S-transforms
2024
Acoustic response discrimination of phulae pineapple maturity and defects using factor analysis of mixed data and machine learning algorithms
2024
Enhancement of Intra-hospital patient transfer in medical center hospital using discrete event system simulation
2023
Adaptive genetic algorithm-based particle herding scheme for mitigating particle impoverishment
2023
Human skin type classification using image processing and deep learning approaches
2023
A novel adaptive resampling for sequential Bayesian filtering to improve frequency estimation of time-varying signals
2021
Performance of Thermal Insulation Covering Materials to Reduce Postharvest Losses in Okra
2021
Investigation and Evaluation of Impact Bruising in Guava Using Image Processing and Response Surface Methodology
2021
Vibration damage in guava during simulated transportation assessed by digital image analysis using response surface methodology
2021
A Time-Varying Bayesian Compressed Vector Autoregression for Macroeconomic Forecasting
2020
A New Paphiopedilum Orchid Database and Its Recognition Using Convolutional Neural Network
2020
A Large Dimensional VAR Model with Time-Varying Parameters for Daily Forex Forecasting
2020
Collagenase and Melanogenesis Inhibitory Effects of Perilla Frutescens Pomace Extract and Its Efficacy in Topical Cosmetic Formulations
2020
Bayesian Compressed Vector Autoregression for Financial Time-Series Analysis and Forecasting
2019
A New Spinach Respiratory Prediction Method Using Particle Filtering Approach
2019