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UW AMATH 301. Scientific computing and numerical methods for physical, biological, and engineering problems. Topics include root-finding, optimization, curve fitting, solving linear systems, singular value decomposition (SVD, PCA), numerical differentiation and integration, solving first-order and higher order ODEs, stability and stiffness of ODEs, phase portraits, chaotic systems, and Fourier transform.

Home Page: https://intro-sci-computing.netlify.app/

License: Creative Commons Attribution 4.0 International

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scientific-computing numerical-methods engineering ode optimization linear-systems fourier-transform

intro-sci-computing's Introduction

Hi! I'm Teng-Jui Lin (Owen) linkedin github

  • uc berkeley PhD Student, Chemical and Biomolecular Engineering, UC Berkeley

School Fun

โค๏ธ Project Source For Description
๐Ÿง› VAMPIRE Analysis Research VAMPIRE (Visually Aided Morpho-Phenotyping Image Recognition) analysis quantifies and visualizes heterogeneity of cell and nucleus morphology
๐Ÿ”ฅ Equation Sheets Peers Equation sheets of STEM courses at UW. Topics include chemistry, physics, calculus, applied mathematics, and chemical engineering. In Action โœˆ๏ธ
๐Ÿ“‘ Course Notes Peers Course notes of STEM courses at UW. Topics include chemical engineering, chemistry, and applied mathematics.
๐ŸŽฅ Video Notes Peers Notes and slides created for video of STEM concept walkthroughs. Topics include process dynamics and control. youtube bilibili
๐Ÿ“Š CHEME Scientific Computing CHEME 375 Chemical engineering scientific computing and numerical methods. Txy diagrams, kinetics, 1D heat transfer, time-dependent heat transfer. In Action โœˆ๏ธ
โŒจ๏ธ Intro to Scientific Computing AMATH 301 Intro to scientific computing and numerical methods with engineering applications. In Action โœˆ๏ธ
๐Ÿ”ฌ 3D Image Slicing BIOEN 217 3D volumetric image slicing implementation in MATLAB.

Pure Fun

โค๏ธ Project Source For Description
๐Ÿ’ป Personal Website Myself Personal website with blog posts, news, resources, and CV. Archives pervious content and page designs. In Action โœˆ๏ธ
๐Ÿ“„ Markdown Resume Myself A simple, elegant, and fast workflow to write resumes and CVs in Markdown. In Action โœˆ๏ธ
๐Ÿ“ธ Photo Spider Myself and Beloved Friends Web spider that scrapes photos from my primary school and high school's website.
๐ŸŒณ Family Tree Fun Easy implementation of web family free.
๐Ÿš€ Orbit Simulation High School Orbit simulation of a rocket/satellite launched from the Earth that performs Hohmann transfer and orbits around the Moon.

Tools

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