Rahul Manavalan's Projects
A julia package for actively learning surrogates for dynamical systems.
Collection of papers relating data-driven higher-order graph/networks researches.
Computing with B-series in Julia
A julia package for inferring closure models with different inference schemes.
A library of cloud microphysics parameterizations
Accompanying code for Control of Hall Thrusters using context-aware reinforcement learning
A julia implementation of simple neural network approximators on sets.
Density-functional toolkit
An hierarchical adaptive sparse-grid implementation in the julia language
Official Data Exchange Platform
A beautiful, simple, clean, and responsive Jekyll theme for academics
A julia package for optimizing functions with numerical integration.
WIP
Full Waveform Inversion using Neural Operators
A julia implementation of the Gamblets transform for solving partial differential equations.
A Julia implementation of Gaussian Process Hydrodynamics
A julia package for generic Gaussian process inference.
TCL library - TN (bench code)
Integrated Global System Model
Incompressible Navier-Stokes solver
Collection of Integrable Dynamical Systems
A Julia package for kernel flows algorithm.
Rudimentary Parser for LAMMPS dump files.
Collection of linear PDEs in 2d.
Linear solvers in JAX and Equinox. https://docs.kidger.site/lineax
Package for approximation of solutions to matrix differential equations or time-dependent matrices via dynamically evolving low rank decomposition.
Machine Learning Potentials for Molecular dynamics simulations
Home of Tex files, reference papers, reference implementations and such for my Masters Thesis.
Simulate time-integrated coarse-grained MD with multi-scale graph neural networks
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