Mario Gaimann
Mario Gaimann
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Projects
Accelerating Molecular Dynamics Reservoir Computing
How can we achieve faster and better reservoir computing with molecular dynamics simulations? In my Summer @ Simons internship project I composed custom potentials for the HOOMD simulation engine, accelerated with CUDA kernels.
In Silico Evolution of Sequential Transcription Logic
How can biological cells learn to memorize environmental signals? In my Master’s thesis project I explore this question by building an artificial evolutionary process.
Many-Body Simulations and Machine Learning
How can we use complex, dynamical and non-equilibrium many-body simulations for machine learning? In my PhD project I explore this interdisciplinary research question.
PLANCKS 2022
PLANCKS 2022 is an international competition that brings together the best 200 students in theoretical physics worldwide, taking place in May 2022 in Munich.
Machine Learning How to Sea
A deep learning and HPC project for the automated classification for mapping submarine structures by artificial intelligence strategies, part of the Summer of HPC 2021.
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