trivnguyen
I am a PhD student at MIT with an interest in applying machine learning and data science to astrophysics.
MITCambridge
Pinned Repositories
ananke_dr3
Ananke DR3
dsphs_gnn
Sampling the dark matter density profiles posterior with graph neural network and normalizing flows
dsphs_jeans
florah
Generate galaxy merger tree with machine learning
gaia-dr3-agama-tutorial
gaia_merger_classification
Use kinematics of stars to classify mergers in the Milky Way
JeansGNN
Neural Simulation-based Inference with GNN for Jeans Modeling
nehod_torch
NeHOD: Neural network for HOD modeling
StarSampler
rejection and importance sampling framework for stellar distribution functions
trivnguyen_web_old
trivnguyen's Repositories
trivnguyen/JeansGNN
Neural Simulation-based Inference with GNN for Jeans Modeling
trivnguyen/nehod_torch
NeHOD: Neural network for HOD modeling
trivnguyen/dsphs_gnn
Sampling the dark matter density profiles posterior with graph neural network and normalizing flows
trivnguyen/ananke_dr3
Ananke DR3
trivnguyen/florah
Generate galaxy merger tree with machine learning
trivnguyen/dsphs_jeans
trivnguyen/trivnguyen.github.io
trivnguyen/trivnguyen_web_old
trivnguyen/Agama
Action-based galaxy modeling framework
trivnguyen/diffusion_model_tutorial
trivnguyen/dsphs_utilities
Utilities for dwarf galaxies analysis
trivnguyen/florah-mb
FLORAH main branch
trivnguyen/florah-tree
trivnguyen/florah-tree-simulate
trivnguyen/gaia_accreted_catalog
trivnguyen/gen-sfh
trivnguyen/InterpretabilityDemos
trivnguyen/jax-conditional-flows
Normalizing flow models allowing for a conditioning context, implemented using Jax, Flax, and Distrax.
trivnguyen/jgnn
trivnguyen/minified-generative-models
Bare-bones implementations of some generative models in Jax: diffusion, normalizing flows, consistency models, flow matching, (beta)-VAEs.
trivnguyen/mit_surrey_collab
MIT Surrey dwarf galaxy collab
trivnguyen/point-cloud-galaxy-diffusion
Dffusion modeling for galaxy clustering. Code repository associated with https://arxiv.org/abs/2311.17141
trivnguyen/SatGen
A semi-analytical satellite galaxy and dark matter halo generator
trivnguyen/sbi_stream
SBI for fitting stream-subhalo interaction
trivnguyen/sbi_stream_simulation
SBI stream simulation
trivnguyen/summer-school-2023
trivnguyen/tng-halo
TNG Halo
trivnguyen/tringuyen-web
trivnguyen/trivnguyen
trivnguyen/vdm_dreams