61 results on '"Bakas, Nikolaos"'
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2. Significance of Eco-Cement Constituents to Its Mechanical Properties, by Machine Learning Algorithms
3. Identification of Multiple Sclerosis Signals’ Dependence on Patients’ Medical Conditions Through Stochastic Perturbation of Features in Five Machine Learning Models
4. A general framework of high-performance machine learning algorithms: application in structural mechanics
5. An Investigation of the Dynamics Leading to the Emergence of Jets and Rossby Waves from a Background of Homogeneous Turbulence in a Baroclinic Atmosphere
6. Emergence of Nonzonal Coherent Structures
7. DEVELOPING AN ARTIFICIAL NEURAL NETWORK MODEL THAT PREDICTS THE FUNDAMENTAL PERIOD OF STEEL STRUCTURES USING A LARGE DATASET
8. A BIBLIOMETRIC OVERVIEW OF OPEN SCIENCE RESEARCH
9. DERIVING COARSE-GRAINED MODELS OF MOLECULAR SYSTEMS BY APPROXIMATING THE FREE ENERGY SURFACE WITH MACHINE LEARNING ALGORITHMS
10. DEVELOPING FUNDAMENTAL PERIOD FORMULAE FOR STEEL FRAMED STRUCTURES THROUGH MACHINE LEARNING AND AUTOMATED ALGORITHMS
11. PREDICTION OF REINFORCED CONCRETE COLUMNS LIMIT STATES USING MACHINE LEARNING ALGORITHM
12. DEVELOPMENT OF FORMULAE FOR THE SECTION ROTATIONS DUE TO BENDING OF CURVED STEEL I-BEAMS THROUGH AI AND ML ALGORITHMS
13. An Analytical Solution for the Heat Conduction–Convection Equation in Non-homogeneous Soil
14. Bibliometric Literature Review of Adaptive Learning Systems
15. Inverse Transform Sampling for Bibliometric Literature Analysis
16. Improved Predictive Fundamental Period Formula for Reinforced Concrete Structures through the Use of Machine Learning Algorithms
17. Development of a New Fundamental Period Formula for Steel Structures Considering the Soil-structure Interaction with the Use of Machine Learning Algorithms
18. Using Machine Learning and Finite Element Modelling to Develop a Formula to Determine the Deflection of Horizontally Curved Steel I-beams
19. Linear Non-Modal Growth of Planar Perturbations in a Layered Couette Flow
20. Pure Random Orthogonal Search (PROS): A Plain and Elegant Parameterless Algorithm for Global Optimization
21. New fundamental period formulae for soil-reinforced concrete structures interaction using machine learning algorithms and ANNs
22. ITSO: a novel inverse transform sampling-based optimization algorithm for stochastic search
23. LINKS OF AESTHETIC VALUE OF MULTI-CURVATURE ARTIFACTS, WITH THEIR STRUCTURAL BEHAVIOR, UTILIZING MACHINE LEARNING ALGORITHMS
24. PREDICTING THE SHEAR CAPACITY OF REINFORCED CONCRETE SLENDER BEAMS WITHOUT STIRRUPS BY APPLYING ARTIFICIAL INTELLIGENCE ALGORITHMS
25. DEVELOPMENT OF A NEW FUNDAMENTAL PERIOD FORMULA BY CONSIDERING SOIL-STRUCTURE INTERACTION WITH THE USE OF MACHINE LEARNING ALGORITHMS
26. PERFORMANCE AND SCALABILITY OF DEEP LEARNING MODELS TRAINED ON A HYBRID SUPERCOMPUTER: APPLICATION IN THE PREDICTION OF THE SHEAR STRENGTH OF SLENDER RC BEAMS
27. A Geometric Interpretation of Zonostrophic Instability
28. Climatology of the Boundary Layer Height and of the Wind Field over Greece
29. Sensitivity Analysis of Machine Learning Models for the Mass Appraisal of Real Estate. Case Study of Residential Units in Nicosia, Cyprus
30. Artificial intelligence for mass appraisals of residential properties in Nicosia: mathematical modelling and algorithmic implementation
31. Statistical State Dynamics of Weak Jets in Barotropic Beta-Plane Turbulence
32. Is spontaneous generation of coherent baroclinic flows possible?
33. LITERATURE REVIEW OF HISTORICAL MASONRY STRUCTURES WITH MACHINE LEARNING
34. Numerical Solution for the Extrapolation Problem of Analytic Functions
35. An analysis of retractions of dental publications
36. Accuracy measurement of Random Forests and Linear Regression for mass appraisal models that estimate the prices of residential apartments in Nicosia, Cyprus
37. A survey of prevalence of narrative and systematic reviews in five major medical journals
38. Complete Analytical Solution for Linear Soil Pressure Distribution under Rigid Rectangular Spread Footings
39. Nature of coupling in non-conservative distributed parameter systems attached to external damping sources
40. Torsional parameters importance in the structural response of multiscale asymmetric-plan buildings
41. Generalized stability of a shear flow with a free surface with respect to three-dimensional perturbations
42. Shear forces amplification due to torsion, explicit reliance on structural topology. Theoretical and numerical proofs using the Ratio of Torsion (ROT) concept
43. LITERATURE REVIEW OF MASONRY STRUCTURES UNDER EARTHQUAKE EXCITATION UTILIZING MACHINE LEARNING ALGORITHMS
44. Torsional parameters importance in the structural response of multiscale asymmetric-plan buildings
45. HIGH COMPUTATIONAL EFFICIENCY THROUGH GENERIC ANALYTICAL FORMULATION FOR LINEAR SOIL PRESSURE DISTRIBUTION OF RIGID SPREAD RECTANGULAR FOOTINGS
46. Ratio of Torsion (ROT): An index for assessing the global induced torsion in plan irregular buildings
47. S3T Stability of the Homogeneous State of Barotropic Beta-Plane Turbulence
48. A theory for the emergence of coherent structures in beta-plane turbulence
49. On the Mechanism Underlying the Spontaneous Emergence of Barotropic Zonal Jets
50. Emergence of Large Scale Structure in Barotropicβ-Plane Turbulence
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