110 results on '"Bakas, Nikolaos"'
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2. Integrating LLMs in Higher Education, Through Interactive Problem Solving and Tutoring: Algorithmic Approach and Use Cases
3. Integrating LLMs in Higher Education, Through Interactive Problem Solving and Tutoring: Algorithmic Approach and Use Cases
4. Algorithmic Solution for Systems of Linear Equations, in $\mathcal{O}(mn)$ time
5. Significance of Eco-Cement Constituents to Its Mechanical Properties, by Machine Learning Algorithms
6. Identification of Multiple Sclerosis Signals’ Dependence on Patients’ Medical Conditions Through Stochastic Perturbation of Features in Five Machine Learning Models
7. An Analytical Solution for the Heat Conduction–Convection Equation in Non-homogeneous Soil
8. A geometric interpretation of zonostrophic instability
9. The Lagrangian remainder of Taylor's series, distinguishes $\mathcal{O}(f(x))$ time complexities to polynomials or not
10. ITSO: A novel Inverse Transform Sampling-based Optimization algorithm for stochastic search
11. Significance of Eco-Cement Constituents to Its Mechanical Properties, by Machine Learning Algorithms
12. Identification of Multiple Sclerosis Signals’ Dependence on Patients’ Medical Conditions Through Stochastic Perturbation of Features in Five Machine Learning Models
13. A Gradient Free Neural Network Framework Based on Universal Approximation Theorem
14. Taylor Polynomials in High Arithmetic Precision as Universal Approximators
15. Is spontaneous generation of coherent baroclinic flows possible?
16. ITSO: a novel inverse transform sampling-based optimization algorithm for stochastic search
17. Statistical state dynamics of weak jets in barotropic beta-plane turbulence
18. New fundamental period formulae for soil-reinforced concrete structures interaction using machine learning algorithms and ANNs
19. Emergence of non-zonal coherent structures
20. Taylor Polynomials in a High Arithmetic Precision as Universal Approximators.
21. An Investigation of the Dynamics Leading to the Emergence of Jets and Rossby Waves from a Background of Homogeneous Turbulence in a Baroclinic Atmosphere
22. Emergence of Nonzonal Coherent Structures
23. DEVELOPING AN ARTIFICIAL NEURAL NETWORK MODEL THAT PREDICTS THE FUNDAMENTAL PERIOD OF STEEL STRUCTURES USING A LARGE DATASET
24. A BIBLIOMETRIC OVERVIEW OF OPEN SCIENCE RESEARCH
25. DERIVING COARSE-GRAINED MODELS OF MOLECULAR SYSTEMS BY APPROXIMATING THE FREE ENERGY SURFACE WITH MACHINE LEARNING ALGORITHMS
26. DEVELOPING FUNDAMENTAL PERIOD FORMULAE FOR STEEL FRAMED STRUCTURES THROUGH MACHINE LEARNING AND AUTOMATED ALGORITHMS
27. PREDICTION OF REINFORCED CONCRETE COLUMNS LIMIT STATES USING MACHINE LEARNING ALGORITHM
28. DEVELOPMENT OF FORMULAE FOR THE SECTION ROTATIONS DUE TO BENDING OF CURVED STEEL I-BEAMS THROUGH AI AND ML ALGORITHMS
29. A General Framework of High-Performance Machine Learning Algorithms: Application in Structural Mechanics
30. BIG DATA GENERATION AND COMPARATIVE ANALYSIS OF MACHINE LEARNING MODELS IN PREDICTING THE FUNDAMENTAL PERIOD OF STEEL STRUCTURES CONSIDERING SOIL-STRUCTURE INTERACTION
31. An Analytical Solution for the Heat Conduction–Convection Equation in Non-homogeneous Soil
32. Bibliometric Literature Review of Adaptive Learning Systems
33. An Investigation of the Dynamics Leading to the Emergence of Jets and Rossby Waves from a Background of Homogeneous Turbulence in a Baroclinic Atmosphere.
34. Characteristics of Long-Lived Coherent Vortices in a Simple Model of Quasi-Geostrophic Turbulence.
35. Investigation of the Influence of Stratospheric Shear on Baroclinic Instability.
36. The Non-Boussinesq Taylor-Caulfield Instability.
37. Inverse Transform Sampling for Bibliometric Literature Analysis
38. Improved Predictive Fundamental Period Formula for Reinforced Concrete Structures through the Use of Machine Learning Algorithms
39. Development of a New Fundamental Period Formula for Steel Structures Considering the Soil-structure Interaction with the Use of Machine Learning Algorithms
40. Using Machine Learning and Finite Element Modelling to Develop a Formula to Determine the Deflection of Horizontally Curved Steel I-beams
41. Linear Non-Modal Growth of Planar Perturbations in a Layered Couette Flow
42. Pure Random Orthogonal Search (PROS): A Plain and Elegant Parameterless Algorithm for Global Optimization
43. ITSO: a novel inverse transform sampling-based optimization algorithm for stochastic search
44. LINKS OF AESTHETIC VALUE OF MULTI-CURVATURE ARTIFACTS, WITH THEIR STRUCTURAL BEHAVIOR, UTILIZING MACHINE LEARNING ALGORITHMS
45. PREDICTING THE SHEAR CAPACITY OF REINFORCED CONCRETE SLENDER BEAMS WITHOUT STIRRUPS BY APPLYING ARTIFICIAL INTELLIGENCE ALGORITHMS
46. DEVELOPMENT OF A NEW FUNDAMENTAL PERIOD FORMULA BY CONSIDERING SOIL-STRUCTURE INTERACTION WITH THE USE OF MACHINE LEARNING ALGORITHMS
47. PERFORMANCE AND SCALABILITY OF DEEP LEARNING MODELS TRAINED ON A HYBRID SUPERCOMPUTER: APPLICATION IN THE PREDICTION OF THE SHEAR STRENGTH OF SLENDER RC BEAMS
48. A Geometric Interpretation of Zonostrophic Instability
49. Climatology of the Boundary Layer Height and of the Wind Field over Greece
50. Sensitivity Analysis of Machine Learning Models for the Mass Appraisal of Real Estate. Case Study of Residential Units in Nicosia, Cyprus
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