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Karl Ezra Pilario


University of the Philippines - Diliman

Last seen: Today Active since 2017

Associate Professor, University of the Philippines - Diliman, Department of Chemical Engineering. Research Interests: process data analytics, process systems engineering, machine learning.

Programming Languages:
MATLAB
Spoken Languages:
English

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  • Strings I Master
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Submitted


Tutorial: Bayesian Optimization
1D and 2D black-box Bayesian optimization demonstration with visualizations.

29 días ago | 23 downloads |

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Tutorial: Genetic Algorithm and Particle Swarm Optimization
GA and PSO: Code with comments for understanding the algorithms.

3 meses ago | 16 downloads |

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Newell-Lee Evaporator System for System Identification
Simulink implementation of an industrial case study with 3 inputs and 3 outputs

alrededor de 2 años ago | 5 downloads |

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Sudoku Solver by Recursive Backtracking
A standard implementation of recursive backtracking in solving a Sudoku puzzle

más de 2 años ago | 4 downloads |

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Orthogonal Collocation on Finite Elements - CSTR Example
An implementation of OCFE as described in Liebman et al (1992) for the dynamic data reconciliation of a CSTR.

casi 3 años ago | 5 downloads |

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Kernel PCA Contour Maps for Fault Detection
Visualizations of the T2 and Q statistical indices for KPCA-based fault detection using contour maps

más de 3 años ago | 7 downloads |

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Binary and Multi-class SVM
SVMs for classifying 2D data to 2 or more classes, with 3D/2D visualizations as output.

más de 3 años ago | 12 downloads |

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Dragon Curve from Paper Folding
Plot of the Heighway Dragon Curve fractal from folding paper halfway N times

más de 3 años ago | 3 downloads |

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Feedback-controlled CSTR Process for Fault Simulation
Three-state closed-loop CSTR dynamic model with simulation of incipient faults

más de 3 años ago | 12 downloads |

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Cascade-controlled CSTR for Fault Simulation
A 4-state CSTR process dynamic simulation under 2 cascade control loops with fault simulation

casi 4 años ago | 6 downloads |

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Bayesian Polynomial Curve Fitting
An implementation of the example from Bishop, Pattern Recognition and Machine Learning, 2006

casi 4 años ago | 8 downloads |

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zeckendorf(N)
zeckendorf(N) using a greedy algorithm with binary exponentiation for computing Fib(n)

alrededor de 4 años ago | 2 downloads |

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Animated Laser Bouncing in a 2D Box
A simple code for an animated line using MATLAB's animatedline

más de 4 años ago | 1 download |

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Visualizations of Kernel Principal Components Analysis
Grayscale visualizations of the kernel space for toy 2D examples trained using KPCA

más de 4 años ago | 5 downloads |

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PCA-based Fault Detection for 2D Multivariate Process Data
Fault detection in a simple process using PCA and Kernel Density Estimation

más de 4 años ago | 6 downloads |

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Linear Steady-state Observability and Redundancy Analysis
Variable classification in a process flow network using QR factorization

más de 4 años ago | 3 downloads |

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Non-ideal Ethanol(1)/Water(2) Pxy Diagram
Generate a Pxy Diagram using non-ideal Bubble P calculations for a given T

más de 4 años ago | 3 downloads |

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Ford-Fulkerson Algorithm for Max Flow Problem
An Edmonds-Karp implementation to solve the Max-flow Min-cut Problem

más de 4 años ago | 12 downloads |

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