159 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. S3T stability of the homogeneous state of barotropic beta-plane turbulence
21. A theory for the emergence of coherent structures in beta-plane turbulence
22. Emergence of large scale structure in planetary turbulence
23. Taylor Polynomials in a High Arithmetic Precision as Universal Approximators.
24. An Investigation of the Dynamics Leading to the Emergence of Jets and Rossby Waves from a Background of Homogeneous Turbulence in a Baroclinic Atmosphere
25. Emergence of Nonzonal Coherent Structures
26. DEVELOPING AN ARTIFICIAL NEURAL NETWORK MODEL THAT PREDICTS THE FUNDAMENTAL PERIOD OF STEEL STRUCTURES USING A LARGE DATASET
27. A BIBLIOMETRIC OVERVIEW OF OPEN SCIENCE RESEARCH
28. DERIVING COARSE-GRAINED MODELS OF MOLECULAR SYSTEMS BY APPROXIMATING THE FREE ENERGY SURFACE WITH MACHINE LEARNING ALGORITHMS
29. DEVELOPING FUNDAMENTAL PERIOD FORMULAE FOR STEEL FRAMED STRUCTURES THROUGH MACHINE LEARNING AND AUTOMATED ALGORITHMS
30. PREDICTION OF REINFORCED CONCRETE COLUMNS LIMIT STATES USING MACHINE LEARNING ALGORITHM
31. DEVELOPMENT OF FORMULAE FOR THE SECTION ROTATIONS DUE TO BENDING OF CURVED STEEL I-BEAMS THROUGH AI AND ML ALGORITHMS
32. A General Framework of High-Performance Machine Learning Algorithms: Application in Structural Mechanics
33. BIG DATA GENERATION AND COMPARATIVE ANALYSIS OF MACHINE LEARNING MODELS IN PREDICTING THE FUNDAMENTAL PERIOD OF STEEL STRUCTURES CONSIDERING SOIL-STRUCTURE INTERACTION
34. An Analytical Solution for the Heat Conduction–Convection Equation in Non-homogeneous Soil
35. Bibliometric Literature Review of Adaptive Learning Systems
36. An Investigation of the Dynamics Leading to the Emergence of Jets and Rossby Waves from a Background of Homogeneous Turbulence in a Baroclinic Atmosphere.
37. Characteristics of Long-Lived Coherent Vortices in a Simple Model of Quasi-Geostrophic Turbulence.
38. Investigation of the Influence of Stratospheric Shear on Baroclinic Instability.
39. The Non-Boussinesq Taylor-Caulfield Instability.
40. Inverse Transform Sampling for Bibliometric Literature Analysis
41. Improved Predictive Fundamental Period Formula for Reinforced Concrete Structures through the Use of Machine Learning Algorithms
42. Development of a New Fundamental Period Formula for Steel Structures Considering the Soil-structure Interaction with the Use of Machine Learning Algorithms
43. Using Machine Learning and Finite Element Modelling to Develop a Formula to Determine the Deflection of Horizontally Curved Steel I-beams
44. Linear Non-Modal Growth of Planar Perturbations in a Layered Couette Flow
45. Pure Random Orthogonal Search (PROS): A Plain and Elegant Parameterless Algorithm for Global Optimization
46. ITSO: a novel inverse transform sampling-based optimization algorithm for stochastic search
47. The role of nonnormality in overreflection theory
48. LINKS OF AESTHETIC VALUE OF MULTI-CURVATURE ARTIFACTS, WITH THEIR STRUCTURAL BEHAVIOR, UTILIZING MACHINE LEARNING ALGORITHMS
49. PREDICTING THE SHEAR CAPACITY OF REINFORCED CONCRETE SLENDER BEAMS WITHOUT STIRRUPS BY APPLYING ARTIFICIAL INTELLIGENCE ALGORITHMS
50. DEVELOPMENT OF A NEW FUNDAMENTAL PERIOD FORMULA BY CONSIDERING SOIL-STRUCTURE INTERACTION WITH THE USE OF MACHINE LEARNING ALGORITHMS
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