PPG Signal Analysis: The Dilemma of Task Conflict
Exploring the architectural conflict between classification (translation invariance) and localization (translation equivariance) in PPG signal analysis.
PPG Signal Generation: From MATLAB to Python
A detailed account of migrating core PPG signal generation logic from MATLAB to Python to overcome I/O bottlenecks and integrate with deep learning workflows.
MOP-MCML GPU Version: 175x Faster 2D Light Transport Simulation
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In
Research Projects
,
Optical Simulation
Word count in article:
869
Reading time ≈
3 mins.
A detailed introduction to the GPU-accelerated 2D version of MOP-MCML, achieving a 175x performance leap on NVIDIA A100 via CUDA, with batch parameter scanning, Python visualization, and full HPC cluster integration.
LIP6 GPU Cluster User Guide
A comprehensive guide for LIP6 lab members on accessing and utilizing the GPU cluster, covering SSH connections, environment setup, and Slurm job submission.
AMD LeRobot Challenge Development Guide
A comprehensive development guide for the AMD LeRobot Challenge, covering environment setup, robot calibration, teleoperation, dataset recording, and hardware maintenance.
Phantom Validation: Bridging Simulation and Measurement
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In
Biomedical Optics
,
Research Projects
Word count in article:
2.5k
Reading time ≈
9 mins.
A systematic validation study using tissue-equivalent optical phantoms to establish a bidirectional verification framework between simulation and experimental measurements, featuring a novel normalization-based correction method.
Quick Start Guide: nRF52840 Dongle Firmware Development
A concise guide to compiling and flashing firmware for the nRF52840 Dongle on macOS using nRF Connect SDK, including nrfutil usage and DFU mode details.
Getting Started with nRF5340 DK
A comprehensive guide to configuring and configuring the nRF5340 DK (PCA10095) for local development, differentiating between the application and network cores.
Interview at LIP6 Laboratory
A record of an interview with the LIP6 laboratory, sharing insights into PhD research life and scientific work.
MOP-MCML: A User Guide and Technical Introduction
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Research Projects
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Optical Simulation
Word count in article:
1.5k
Reading time ≈
5 mins.
A practical, theory-grounded guide to the MOP-MCML simulator for modeling photon transport in layered biological tissues, featuring Mean Optical Path (MOP) analysis and enhanced visualization.