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deyh2020's Projects

ibm2021-open-science-prize icon ibm2021-open-science-prize

Simulating the XXX Heisenberg Model Hamiltonian for a System of Three Interacting Spin-1/2 Particles on IBM Quantum’s 7-qubit Jakarta Processor.

ibm_quantum_hackathon21 icon ibm_quantum_hackathon21

Project as a part of IBM quantum hackathon conducted at CIT OCT-2021. Image classification using quantum machine learning

ieee_qw_2020 icon ieee_qw_2020

Materials for the tutorial "Combinatorial Optimization on Quantum Computers"

igf icon igf

Interaction Green's Function (IGF) Method calculations.

image-captioning icon image-captioning

Implemented 3 different architectures to tackle the Image Caption problem, i.e, Merged Encoder-Decoder - Bahdanau Attention - Transformers

imgaug icon imgaug

Image augmentation for machine learning experiments.

impurities_fqhe icon impurities_fqhe

Study of anyonic statistics and fractional angular momentum of impurities in Laughlin states

inverse_beam icon inverse_beam

apply inverse beamforming function for broadband beamforming design

inversedesignnetwork icon inversedesignnetwork

PhD research project on applying Deep Learning method to perform microstructural inverse design.

ising_model-cp2 icon ising_model-cp2

Ising model implementation in Python. Metropolis and Swendsen Wang algorithm.

ising_qpt icon ising_qpt

MonteCarlo simulation of 1D Quantum Ising Chain

ithaca icon ithaca

Restoring and attributing ancient texts using deep neural networks

jax icon jax

Composable transformations of Python+NumPy programs: differentiate, vectorize, JIT to GPU/TPU, and more

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