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Lorenzo Campoli's Projects

ml_rom_closures icon ml_rom_closures

Time-series learning of latent-space dynamics for reduced-order model closure

moc icon moc

Multi-Objective Counterfactuals

moco icon moco

PyTorch implementation of MoCo: https://arxiv.org/abs/1911.05722

modelingtoolkit.jl icon modelingtoolkit.jl

A modeling framework for automatically parallelized scientific machine learning (SciML) in Julia. A computer algebra system for integrated symbolics for physics-informed machine learning and automated transformations of differential equations

models icon models

Models and examples built with TensorFlow

modified-sindy icon modified-sindy

Example code for paper: Automatic Differentiation to Simultaneously Identify Nonlinear Dynamics and Extract Noise Probability Distributions from Data

moldqn-pytorch icon moldqn-pytorch

A PyTorch Implementation of "Optimization of Molecules via Deep Reinforcement Learning".

mom5 icon mom5

The Modular Ocean Model

momentclosure.jl icon momentclosure.jl

Tools to generate and study moment equations for any chemical reaction network using various moment closure approximations

moniel icon moniel

Interactive Notation for Computational Graphs

moose icon moose

Multiphysics Object Oriented Simulation Environment

mpworks icon mpworks

merges pymatgen, custodian, and FireWorks into a custom workflow for Materials Project

mrcae icon mrcae

a multiresolution convolutional autoencoder architecture

multigrid_cavity icon multigrid_cavity

This program solves incompressible Navier Stokes equations for a 2D lid driven cavity flow using a non-linear multigrid method.

multiscale-kmc icon multiscale-kmc

Kinetic Monte Carlo with multiple time scales and sensitivity analysis

multistepnns icon multistepnns

Multistep Neural Networks for Data-driven Discovery of Nonlinear Dynamical Systems

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