ianpaga

entropia_exercise-question-classifier

FastAPI server designed to classify and answer questions using a LLM. The server processes input questions, classifies them and generates a tailored response.

Google_Advanced_Data_Analytics

Solutions to the activities presented in the Google Advanced Data Analytics Certificate. This repo consists of Jupyter notebooks where I present solutions to the coding labs.

k-means_color_compression

Implementation of K-means to cluster the pixels of a photograph based on their encoded color values.

ianpaga

SQL_Project_Data_Job_Analysis

This project explores top-paying jobs, in-demand skills, and where high demand meets high salary in data analytics.

NeuroDenseNet169_Brain_Tumor_Classifier

Brain Tumor Classifier (DenseNet-169) that distinguishes MRI images from Kaggle. The data set contains images of brains with Meningioma, Glioma and brains with no tumors.

MC_Stock_Portfolio

Monte Carlo simulation of a stock portfolio. Stock data obtained from Yahoo! The list of stocks is 'SCHAND.NS', 'TATAPOWER.NS', 'ITC.NS'.

the_sound_of_series

Maps a sequence of numbers to a range of frequencies and produces audio files (.wav)

scrape_papers_arXiv

This script scrapes the latest papers from specified categories on arXiv, extracts the text from their PDFs, and searches for citations of a specified author within those papers. Then it prints the number of citations found in each paper, the total number of citations, and the percentage of papers that cite the author.

schrodinger_wave

Simulates the time evolution of a wave packet in a 2D "potential well" using the Crank Nicolson method

dice_simulation_CLT

Simulates rolling a specified number of dice multiple times and computes the average of the outcomes for each roll.

Ising_model_2D

Ising Model Simulation in 2D Using Monte Carlo Method. This script simulates the 2D Ising model using the Monte Carlo method with the Metropolis algorithm. It generates an animation of the spin configurations at different temperatures.

Black_hole_and_planets

Simulate multi-body gravitational dynamics comparing Newtonian and General Relativity effects

ianpaga.github.io

Github Pages template for academic personal websites, forked from mmistakes/minimal-mistakes

supernova_outflow

The Mathematica notebook finds the solution to the supernova matter outflow after the explosion in one dimension. Subsonic and supersonic solutions are found which transition into one another at a critical point.

neutrino_gas_advection

Solving the Schrodinger equation in 2D for an ensemble of neutrinos to determine their flavor dynamics as a function of space and time.

mnresonance

Matter-neutrino resonances in neutron star mergers. This code solves the Schrodinger equation to unveil the neutrino flavor dynamics in the neutron star merger environment.

Colliding-Jupiter

Smoothed Particle Hydrodynamics (SPH) simulation of the collisions of two Jupiter-like planets. Each planet consists of 600 SPH particles.

Shock_tube

This code solves the shock tube problem by solving numerically the SPH-approximated Navier-Stokes equations. Solutions are obtained by implementing a RK4 method. The number of SPH particles is 400.

enzyme_reaction

This code computes the time evolution of the number of enzymes in the presence of molecules type A and B.

diffusion_heat_equations

This code computes the central temperature of an egg by solving the heat equation in 3D. The case example is the heat equation around an egg of 5 cm of radius and a final central temperature of 65 Celsius.

SIR_model_spread_disease

The SIR model of the spread of a disease models the time evolution of the number of susceptible S, infected I, recovered R.

N_body_problem

N-body problem dynamics: our solar system with 8 planets and 2 Trojans orbiting the Sun

decay_barium140_lanthanum140

Montecarlo simulation of the exponential decay rate of the isotopes Barium-140 (Ba-140) and Lanthanum-140 (La-140)

mdotwd

Hydrodynamic simulation of a White Dwarf binary system with FLASH. This code simulates the mass transfer between the donor and the accretor during the Roche lobe overflow.

ThreeBody

Three body problem: ballistic trajectories. This code determined whether a test particle in a three-body system undergoes direct impact or leads to disk formation.

deepxde

A library for scientific machine learning and physics-informed learning

SSI_Projects

tutorials and intro files from SLAC summer institute 2023