phase-transitions

There are 0 repository under phase-transitions topic.

MinghuiChen43 / awesome-deep-phenomena
A curated list of papers of interesting empirical study and insight on deep learning. Continually updating...
empirical-research awesome-list deep-learning-theory double-descent information-bottleneck-theory lottery-ticket-hypothesis neural-collapse neural-tangent-kernel neuroscience-inspired-ai non-convex-optimization emergence grokking phase-transitions
220
pyrates-neuroscience / PyCoBi
Python package for automated bifurcation analysis and parameter continuations, based on Auto-07p.
bifurcation bifurcation-analysis bifurcation-detection parameter-continuation python auto-07p differential-equations dynamical-systems phase-transitions fortran90
Language:Python 14
vguada / FindBounce
Mathematica package for evaluation of the bounce action with multiple scalar fields
mathematica tunneling cosmology gravitational-waves phase-transitions wolfram-language
Language:Mathematica 12
annelien11 / 2D-spin-demo
A demo to simulate 2D spin lattices with different shapes, boundary conditions, models and algorithms
ferromagnetism ising-model-2d kosterlitz-thouless-transition lattice-models metropolis-monte-carlo phase-transitions potts-model spin-models wolff-algorithm xy-model triangular-gr
Language:Python 2
emuro / gene_length
The emergence of eukaryotes as an evolutionary algorithmic phase transition
computational-biology genome-evolution eukaryogenesis complexity evolutionary-theory phase-transitions major-evolutionary-transition scaling-laws-in-biology
Language:Jupyter Notebook 2
owenpb / Confusion-Scheme-Learning
Detecting phase transitions from Quantum Monte Carlo datasets using the "learning by confusion" (LbC) technique. Training CNNs in PyTorch to classify phases of matter in an electron-phonon model.
confusion-scheme convolutional-neural-networks phase-transitions pytorch quantum-monte-carlo
Language:Jupyter Notebook 2
pclus / vicsek-cuda
CUDA Vicsek model simulator
active-matter cuda phase-transitions vicsek-model
Language:Cuda 2
PCA-Ising
RGivisiez / PCA-Ising
Studying the Ising model phase transition using PCA.
ising-model-2d pca phase-transitions
Language:Jupyter Notebook 2
tee-lab / patchy-ecosterics
Investigating cluster dynamics in models of patchy ecosystems
cellular-automata cluster-dynamics critical-thresholds percolation-theory phase-transitions
Language:Python 2
nbip / ppca_ICML2019
Probabilistic PCA for missing data: learning curves shows a phase transition and missing rate acts as an effective reduction in the signal-to-noise ratio, not the sample size.
pca ppca missing-data missing-values phase-transition phase-transitions
Language:Python 1
Physics-Simulations / Ising-Model-2D
2D Ising model in a square lattice with Metropolis-Hastings algorithm and sequential update.
phase-transitions statistical-physics
Language:Julia 1
dyGiLa / dygila.github.io
project home page of dyGiLa dynamic GL eqns solver project
documentation finite-difference-method ginzburg-landau lattice-field-theory non-equilibrium-dynamics partial-differential-equations phase-transitions tensor-field dynamic-phase-trandition hila
0
Mauro-Prencipe / QM-thermodynamics
Computation of thermodynamic properties of crystals from ab initio calculation of static energies and vibrational frequencies.
thermodynamics statistical-thermodynamic quantum-mechanics equation-of-state compressibility thermal-expansion gibbs-free-energy mineral-equilibria phase-transitions
Language:Jupyter Notebook 0
PhyBi / Collective-Cell-Dynamics
2D simulation of confluent cell collectives based on a coarse-grained bead-spring model
active-matter collective-dynamics emergent-behavior molecular-dynamics phase-transitions simulation soft-matter tissue-models
Language:Fortran 0
itsayushthada / Statistical-Mechanics
Statistical Modelling for the Problem related to the field of Classical and Quantum Mechanics.
monte-carlo-sampling molecular-dynamics-simulation entropic-interactions phase-transitions integrals path-integral-monte-carlo levy-qunatum-path bose-einstein-condensation ising-model dynamic-monte-carlo bosonic-statistics
Language:Jupyter Notebook
LoopyNoodle / Julia-Set
Exploring the relation between fractals and phase transitions.
fractals julia-set topology phase-transitions
Language:Jupyter Notebook
Physics-Simulations / Phi-4-Model
Jupyter Notebook tab and raw Julia script to simulate the Phi-4 model in a square lattice (d=2) .
phase-transitions statistical-physics
Language:Jupyter Notebook