Pinned Repositories
BAcode
cg_test
CP2
CP2_QPP
Simulate the time evolution of the quantum point particle in an external potential
flax
Flax is a neural network library for JAX that is designed for flexibility.
hmcp
jraph_MPEU
Message Passing Graph Neural Network with Edge Updates in Jraph
MCising
Design and write a code to generate a Markov chain which simulates the Ising model, using theMetropolis algorithm (explained in the lecture notes). You should consider a lattice withDdimensions,Npoints in each direction and periodic boundary conditions. You may recycle the geometry codedeveloped for the time-dependent Schrödinger equation.
MPNN
perov_solar_ml
Test feasability of predicting perovskite solar cell properties using machine learning.
tisabe's Repositories
tisabe/perov_solar_ml
Test feasability of predicting perovskite solar cell properties using machine learning.
tisabe/BAcode
tisabe/jraph_MPEU
Message Passing Graph Neural Network with Edge Updates in Jraph
tisabe/cg_test
tisabe/CP2
tisabe/CP2_QPP
Simulate the time evolution of the quantum point particle in an external potential
tisabe/flax
Flax is a neural network library for JAX that is designed for flexibility.
tisabe/hmcp
tisabe/MCising
Design and write a code to generate a Markov chain which simulates the Ising model, using theMetropolis algorithm (explained in the lecture notes). You should consider a lattice withDdimensions,Npoints in each direction and periodic boundary conditions. You may recycle the geometry codedeveloped for the time-dependent Schrödinger equation.
tisabe/MPNN
tisabe/optax
Optax is a gradient processing and optimization library for JAX.
tisabe/painn-jax
PaiNN in jax
tisabe/ptable_trends
Python script to plot periodic trends as a heat map over the periodic table of elements