I'm a Information Physics Master Student at University of Minho.
🔭 Researching Quantum Machine Learning applied to High-Energy Physics at LIP.
🌱 Learning about Natural Language Processing and Graph Neural Networks
💬 Ask me about anything physics/ML related!
You can find my personal website here
- "Fitting a Collider in a Quantum Computer: Tackling the Challenges of Quantum Machine Learning for Big Datasets" - Miguel Caçador Peixoto, Nuno Filipe Castro, Miguel Crispim Romão, Maria Gabriela Jordão Oliveira and Inês Ochoa
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QML-HEP - Code repository for the "Fitting a Collider in a Quantum Computer: Tackling the Challenges of Quantum Machine Learning for Big Datasets" paper.
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Paper Recommendation System - Web interface to search ArXiv papers using NLP Sentence-Transformers, Faiss and Streamlit
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GPT - Implementation of a scalled down ChatGPT-like transformer pretraining using PyTorch
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Quantum Reinforcement Learning - Comparative study: Quantum vs. classical models for Cart Pole. Examining entanglement layers and data re-uploading, highlighting quantum model superiority.
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Latinium - Latin-based programming language.
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Advanced Instrumentation Project - Airplane simulator (MATLAB) controlled by an accelerometer which communicated using IEEE 1451 protocol. All the microcontroller code was written in Assembly and C.
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Computational Physics Project - Apart from the solved exercises, this repository also contains the final project, which consisted in simulating Two-stream Plasma instability using the Vlasov-Poisson equations.
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Parallel Computing Course - Contains the final project. The assigment consisted in making an optimized & parallelized version of the Bucket Sort algorithm, written in C, using OpenMP.
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Quantum Computing Course - Solved exercises.
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Ciber Physics Computing Course - Course work includes UPPAL modeling, Haskell programming language creation, and formal methods verification.
- pdf2latex-converter - WIP
- PongGame - Pong Game implementation using kivy
- Things-2-Do-After-Installing-Kubuntu - Simple list of things to do after installing Kubuntu
- WordEmbedding - Simple Word Embedding implementation using PyTorch
- Email: [email protected]
React
Typescript
Django
Laravel
Facebook
Microsoft
Google
Alibaba
D3
Tencent