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dalerxli's Projects

transfer-matrix-code icon transfer-matrix-code

This python code computes reflection and transmission coefficients of light through planar multilayered systems with uni-axial optical properties

transfer_matrix_method icon transfer_matrix_method

The transfer matrix method (TMM) is a semi-analytical computation of how light propagates through a layered structure, such as antireflex on your glasses or rainbow oil films on water.

trpl-pvk icon trpl-pvk

Determination of carrier diffusion coefficient using a sum squared error minimization procedure between time resolved photoluminescence (TRPL) experimental data and one-dimensional finite element diffusion model.

tsdf_generation icon tsdf_generation

3D reconstruction is an important tool for research in the field of intelligent robotics. Several popular and auspicious approaches are based on the Truncated Signed Distance Function (TSDF), allowing for integration of visual depth information in order to represent a volumetric scene.

tumour_mri icon tumour_mri

Brain Tumor Auto-Segmentation for Magnetic Resonance Imaging (MRI)

tweezers-ml icon tweezers-ml

Interactive Optical Tweezers simulation using Machine Learning

twophasepinn icon twophasepinn

Physics-informed neural networks for two-phase flow problems

ufdtd icon ufdtd

Content for "Understanding the FDTD Method" by John B. Schneider

unilm icon unilm

Large-scale Self-supervised Pre-training Across Tasks, Languages, and Modalities

unilmchatchitrobot icon unilmchatchitrobot

Unilm for Chinese Chitchat Robot.基于Unilm模型的夸夸式闲聊机器人项目。

universal_differential_equations icon universal_differential_equations

Repository for the Universal Differential Equations for Scientific Machine Learning paper, describing a computational basis for high performance SciML

vae-cvae-mnist icon vae-cvae-mnist

Variational Autoencoder and Conditional Variational Autoencoder on MNIST in PyTorch

vae-mm icon vae-mm

Variational Autoencoder for Mechanical Metamaterial Truss Designs

variational-autoencoder icon variational-autoencoder

Variational autoencoder implemented in tensorflow and pytorch (including inverse autoregressive flow)

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