Thermal Science

Fractional calculus innovations and machine learning-driven advances in thermal science

THERMAL SCIENCE, volume 30, No. 2, YEAR 2026

fractional calculus, two-scale fractal derivative, modified fractional derivatives, machine learning, mems, wearable sensors, smart textiles

Thermo-physics: Frontiers, scientific challenges and innovative solutions

THERMAL SCIENCE, volume 30, No. 2, YEAR 2026

Thermo-physics, Interdisciplinary integration, Scientific frontier, Technical challenge, fractional calculus, machine learning, Precise medicine, Low-carbon optimization

Advances in molecular dynamics simulation of phase equilibrium

Molecular dynamics simulations, phase equilibrium, thermodynamic properties, machine learning

Coupled CFD and response surface method for flow field optimization of air-jet snow removal device

Air Knife, numerical simulation, Incident Angle, machine learning, Air-Jet Snow Remover

Advances in predicting microchannel heat sink performance based on CFD simulation data in machine learning

microchannel heat sink, computational fluid dynamics, machine learning, Feature importance analysis

Modelling the sphericity of cereal grains after different drying treatments

THERMAL SCIENCE, volume 30, No. 2, YEAR 2026

grain, drying, machine learning, prediction, modelling

Various ensemble methodologies for building cooling energy use prediction

THERMAL SCIENCE, volume 30, No. 1, YEAR 2026

energy use prediction, machine learning, weighted average, blending, multistage ensemble

Computer-aided thermal energy storage research of electric vehicle battery thermal management system

THERMAL SCIENCE, volume 29, No. 6, YEAR 2025

battery thermal management system, deep reinforcement learning, thermal energy storage, thermodynamics, machine learning, electric vehicle

Computer simulation of physical properties of thermal energy storage in the sensible heat process

THERMAL SCIENCE, volume 29, No. 6, YEAR 2025

computer simulation, thermal energy storage, sensible heat process, physical properties, thermodynamics, machine learning, heat flow feature adaptive mapping neural network

An efficient algorithm for traffic flow evaluation on smart cities based on deep learning

THERMAL SCIENCE, volume 29, No. 2, YEAR 2025

deep learning, neural networks, traffic flow, machine learning

Intelligent identification method for stick-slip vibration based on downhole data

THERMAL SCIENCE, volume 29, No. 2, YEAR 2025

drill string vibration, machine learning, Fourier transform, vibration monitoring

Deformation prediction method of soft rock in deep shaft by machine learning

THERMAL SCIENCE, volume 29, No. 2, YEAR 2025

deformation, prediction method, soft rock, deep shaft, machine learning

On the global feature importance for interpretable and trustworthy heat demand forecasting

THERMAL SCIENCE, volume 29, No. 5, YEAR 2025

district heating system, Heat Demand Forecasting, machine learning, artificial intelligence, Explainable AI

Experimental and modelling study on optimization of glass fiber filter diversion structure

THERMAL SCIENCE, volume 29, No. 5, YEAR 2025

Air Filtration Systems, Diversion Structure, numerical simulation, machine learning

The PSO/GA/ANN modeling and prediction for the higher heating values of solid fuels: The machine learning approach

THERMAL SCIENCE, volume 29, No. 4, YEAR 2025

solid fuel, Higher heating value, machine learning, Artificial Neural Network

Rapid prediction of solid rocket ignition transient process using artificial neural networks

THERMAL SCIENCE, volume 29, No. 1, YEAR 2025

Solid Rocket Motor, Ignition Transient, Quasi-One Dimensional Model, machine learning, artificial neural networks

Advanced machine learning techniques for predicting NOx levels

THERMAL SCIENCE, volume 28, No. 6, YEAR 2024

air pollutants, machine learning, prediction, decision tree model, Gaussian mixture model, statistical metrics

Efficient classifier to detect DDoS attack based on internet of things

THERMAL SCIENCE, volume 28, No. 6, YEAR 2024

cyber attack, DoS, DDoS, machine learning, random forest

Heart failure risk prediction using azure data lake architecture with automated machine learning and machine learning approaches

THERMAL SCIENCE, volume 28, No. 6, YEAR 2024

heart failure, cardiovascular disease, Azure machine learning, Azure data lake, machine learning, AutoML

Trade value prediction using hybrid graph convolutional recurrent neural network with lion optimization model

THERMAL SCIENCE, volume 28, No. 6, YEAR 2024

trade value prediction, convolutional recurrent neural network, lion optimizer algorithm, economic forecasting, machine learning

Analysis of controlling factors for hydraulic fracturing parameters and accumulated production using machine learning

THERMAL SCIENCE, volume 28, No. 4, YEAR 2024

hydraulic fracturing design, data-driven model, machine learning, production forecasting, hyperparameter optimization, feature selection

Analysis of controlling factors for hydraulic fracturing parameters and accumulated production using machine learning

THERMAL SCIENCE, volume 28, No. 2, YEAR 2024

hydraulic fracturing design, data-driven model, machine learning, production forecasting, feature selection, hyper parameter optimization

A data-driven workflow for prediction of fracturing parameters with machine learning

THERMAL SCIENCE, volume 28, No. 2, YEAR 2024

hydraulic fracturing, machine learning, controlling factors, production forecasting

Prediction of nanofluid thermal conductivity and viscosity with machine learning and molecular dynamics

THERMAL SCIENCE, volume 28, No. 1, YEAR 2024

thermal conductivity, viscosity, machine learning, nanofluids, volume fraction

Machine learning models to prediction OPIC crude oil production

THERMAL SCIENCE, volume 26, Special Issue, YEAR 2022

machine learning, Artificial Neural Network, symmetric mean absolute percentage errors, mean absolute percentage error

Drone imagery forest fire detection and classification using modified deep learning model

THERMAL SCIENCE, volume 26, Special Issue, YEAR 2022

forest fire, computer vision, drone imagery, deep learning, metaheuristics, machine learning

Automated ethnicity recognition using equilibrium optimizer with machine learning on facial images

THERMAL SCIENCE, volume 26, Special Issue, YEAR 2022

machine learning, ethnicity recognition, informatics, facial images, deep learning, computer vision

Using fuzzy time series forecasting and Gaussian mixture model to classify and predict new cases of COVID-19 in Saudi Arabia

THERMAL SCIENCE, volume 26, Special Issue, YEAR 2022

Gaussian mixture model, fuzzy, machine learning, predict, classify

Evaluation of the influence of terrain and traffic road conditions on the driver’s driving performances by applying machine learning

THERMAL SCIENCE, volume 26, No. 3, YEAR 2022

driving style, traffic condition, terrain condition, machine learning, energy efficiency, CO2 emission, fuel consumption, vehicle fleet

Optimization of the average monthly cost of an EOQ inventory model for deteriorating items in machine learning using PYTHON

THERMAL SCIENCE, volume 25, Special Issue 2, YEAR 2021

economic order quantity, optimal total cost, machine learning, trapezoidal fuzzy number, Lagrangian method, PYTHON, graded mean integration representation method

Thermal Science Journal [keyword: machine learning]