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Name: Laio O. Seman

Type: User

Bio: PhD in Electrical Engineering; Researcher in Optimization Methods and Deep Learning

Location: Brazil

Blog: laioseman.com

Hello, I'm Laio O. Seman!

Welcome to my GitHub profile! I'm a researcher and academic with a strong focus on Operations Research and Machine Learning.

My Research Interests

Operations Research: Specializing in Branch and Price methods. My work involves developing and optimizing algorithms for complex, large-scale problems in various domains.
Machine Learning: Exploring the intersection of ML and Operations Research. I'm keen on applying deep learning techniques to enhance decision-making processes in engineering applications.

Projects and Papers

Interior Point Module for Python: Checkout my C++-based Interior Point Method (IPM) Python Library tailored for Linear Programming (LP). - https://github.com/lseman/IPyM/
GNN for OR: Pre-print on Graph Neural Networks for Nanosatellite Task Scheduling - https://arxiv.org/abs/2303.13773

Collaboration

I'm open to collaborative projects and research opportunities. If you're interested in combining efforts in Operations Research and Machine Learning, especially in decomposition contexts, feel free to reach out!

Publications

Google Scholar: https://scholar.google.com.br/citations?user=PFcaR_MAAAAJ

How to Reach Me

Email: laio [at] gos.ufsc.br

Laio O. Seman's Projects

atchim

atchim is a naive atuin pseudo-clone

cachyos-pkgbuilds

PKGBUILDs for CachyOS

capynit

capybara custom init

ccccjsv2

CC-CCjs v2

dotfiles

my personal dotfiles

etascon

ETaSCoN - Energy-aware Task Scheduling for quality-of-service assurance in Constellations of Nanosatellites

gentoocfg

gitapy

gitAPy - A Python wrapper for the GitHub API

integerprogramming

DAS410049-41000069DO/ME (20241) - Programação Inteira

ipym

IPM Self-Dual Solver for BCP in LP

kcli

kernel-patches

Kernel patches for the capybara kernel manager

kernel-patches-1

Custom Linux kernel patches

linux

Linux kernel source tree

lseman

lseman.github.io

A beautiful, simple, clean, and responsive Jekyll theme for academics

otahscube

Optimal Tasks and Heater Scheduling Applied to CubeSats

pkgbuilds

pylspm

Partial Least Squares Path Modeling in Python

satdp

Dynamic Programming Algorithm for the Offline Nanosatellite Task Scheduling Problem (ONTS)

vim

nvim config

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