Haimeng Zhao

quantum-oracle-sketching. Quantum Oracle Sketching: enable access to the classical world in quantum superposition for large-scale machine learning.

CAE-ADMM. CAE-ADMM: Implicit Bitrate Optimization via ADMM-Based Pruning in Compressive Autoencoders

quantum-fed-infer. A quantum machine learning algorithm for quantum non-IID federated learning

g-qpca. Quantum Principal Component Analysis (QPCA) as a generative model

magic-microlensing. MAGIC: Microlensing Analysis Guided by Intelligent Computation. A PyTorch framework for automatic analysis of realistic microlensing light curves.

qml-advantage. Code for the paper "Entanglement-induced provable and robust quantum learning advantages"

juno-reconstruction. Neutrino energy reconstruction program in Jiangmen Underground Neutrino Observatory (JUNO) using statistical inference and machine learning techniques.

full-cov-mdn. Mixture Density Network in PyTorch with full covariance support.

computational-qm. code for a course on computational quantum mechanics: ED, DMRG, MPS, iTEBD, MCMC & Normalizing Flow

juno-simulation. Simulation program of physical processes in Jiangmen Underground Neutrino Observatory (JUNO).

academic. My personal page: hmzhao.me

bounded-gate-tomography. Code for the paper "learning quantum states and unitaries of bounded gate complexity"

relativity-jax. General relativity with automatic differentiation in Jax.

learn-vmc. code for learning Variational Monte Carlo

latex-alpha2. LaTeX package that embeds and executes Wolfram Language (Mathematica) codes inside LaTeX documents

nn-formula-for-primes. a formula for primes based on artificial neural network

edge-detection. A Simple Edge Detection Demo Using Various Basic Methods

haimengzhao.