Karl Ezra Pilario

University of the Philippines - Diliman

Last seen: 29 days 前 | 自 2017 起处于活动状态

Followers: 1 Following: 0

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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
Pronouns:
He/him

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Intro to Machine Learning for Chemical Engineers
Code Repository for ChE 197/ChE 297, a machine learning course for Chemical Engineers at U.P. Diliman

9 months 前 | 9 次下载 |

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AI 221 - Classical ML - Code Repository
Code Repository for AI 221, a graduate course at the A.I. Program, College of Engineering, University of the Philippines, Dilima...

2 years 前 | 5 次下载 |

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

2 years 前 | 12 次下载 |

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

3 years 前 | 1 次下载 |

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

5 years 前 | 2 次下载 |

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

5 years 前 | 1 次下载 |

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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.

5 years 前 | 2 次下载 |

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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

6 years 前 | 9 次下载 |

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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.

6 years 前 | 10 次下载 |

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

6 years 前 | 1 次下载 |

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

6 years 前 | 12 次下载 |

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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

6 years 前 | 3 次下载 |

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

6 years 前 | 1 次下载 |

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

7 years 前 | 1 次下载 |

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

7 years 前 | 1 次下载 |

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

7 years 前 | 4 次下载 |

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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

7 years 前 | 11 次下载 |

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

7 years 前 | 1 次下载 |

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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

7 years 前 | 3 次下载 |

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

7 years 前 | 3 次下载 |

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