DeepValve Paper
Supplementary code for the DeepValve study on automatic mitral valve detection in cardiac MRI, covering data prep, training pipelines, evaluation, and uncertainty analysis.
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RNNs for Dynamical Systems
A deep learning framework implementing standard and physics-informed RNN architectures for modeling chaotic systems - the Lorenz attractor and spiral trajectories.
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Play The Mood
AI-driven music discovery tool that matches the mood of any textual input into personalized Spotify playlists. Source code remains private.
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Neural Quantum State
Project 2 for FYS4411: Machine learning for quantum many-body problems.
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HPC
High Performance Computing
Repo for IN4200 H2023 focusing on parallel computing, optimization, and efficient numerical algorithms.
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VMC
variational-monte-carlo-fys4411
Variational Monte Carlo for interacting bosons. Project for FYS4411 at the University of Oslo.
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FS
FYS-STK4155
Project work for FYS-STK4155 covering regression methods, classification, neural networks, and statistical learning.
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CP2
ComputationalPhysics2
Advanced course in computational physics with an emphasis on computational quantum mechanics, machine learning, and numerical methods.
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4150
FYS4150
Repository for the FYS4150 computational physics course at the University of Oslo.
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QMB
Open source projects I've contributed to.
LIB
librosa
Python library for music and audio analysis. Fixed a bug in waveshow() where adaptive display would fail due to garbage collection of weakly-referenced callbacks.
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NK
netket
Machine learning algorithms for many-body quantum systems. Contributed to this open-source library for numerical quantum mechanics.
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DG
DoEgen
A Python library for optimised Design of Experiment generation and evaluation, useful for scientific experimental planning.
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