Final Projects

from the class EPS 109
"Computer Simulations with Jupyter Notebooks"
in fall 2022

Instructor: Burkhard Militzer

Picture	Author, title, presentation file	Jupyter notebook and data files	Animation files
	By Anish Shanbhag "Physarum Slime Mold: Nature's Living Computers" 2022 prize for best final project! presentation.pptx	eps.png empty.png simulate.py swirl.png maze.png slime.py love.png	animation1.mp4 animation2.mp4 animation3.mp4 animation4.mp4 animation5.mp4 animation6.mp4
	By George Liu "The Strongest Pokemon" presentation.pptx	final_project_pokemon.ipynb pokemon_kaggle_thrugen7.csv gen7randombattlejson.txt type_colors.txt move_data.csv	animation1.mp4 animation2.mp4 animation3.mp4
	By Bryce Casaje "Space Debris Simulation" presentation.pptx	space_debris.ipynb	animation1.mp4 animation2.mp4
	By Raphael Baerway "HR Diagram Simulations" presentation.pptx	Animation2_code.ipynb Animation3_code.ipynb Animation1_code.ipynb	Animation1.mp4 Animation2.mp4 Animation3.mp4
	By Will Minnis "Visualizing the orbits of all SpaceX Starlink Satellites" presentation.pptx	final.ipynb	animation1.mp4 animation2.mp4
	By Cuong Bui "Galaxies Collide: Visualizing the Toomre-Toomre Model for Galactic Bridges and Tails" presentation.pptx	star.py Galactic_Bridges_and_Tails_V1.ipynb	animation1.mp4 animation2.mp4 animation3.mp4 animation4.mp4 animation5.mp4 animation6.mp4
	By Hanji Xu "Universal Clock 1.0" presentation.pptx	Timezone.ipynb Clock.ipynb Globe_Warping.ipynb	animation1.mp4 animation2.mp4 animation3.mp4 animation4.mp4
	By Will Lavanakul "Generative Adversarial Networks (GANs)" presentation.pptx	gan.ipynb	abs_art.mp4 cats.mp4 celeb.mp4 comics.mp4
	By Yair Franco "Seismic Data Analysis: Visualizing the Gutenberg-Richter Law in Bay Area Earthquakes" presentation.pptx	bayarea84_present.txt qfaults.txt calaveras2010_present.txt b_value_mapper.ipynb napa1984_present.txt	animation1.mp4 animation2.mp4 animation3.mp4 animation4.mp4
	By Sam Paplanus "Airflow Around An Airfoil" presentation.pptx	Airfoil_Project_V1.ipynb	animation1.mp4 animation2.mp4 animation3.mp4 animation4.mp4 animation5.mp4 animation6.mp4
	By Jevon Jackson "Shot O'Clock - Basketball Shot simulation" presentation.pptx	final_project.ipynb	animation.mp4
	By Sagit Bolatov "Simulating Geographical Spread over Procedural Terrain" presentation.pptx	EPS109_final_proj.ipynb	animation1.mp4 animation2.mp4 animation3.mp4
	By Fira Fatmasiefa "TOI 1338: Circumbinary Planetary System Transit" presentation.pptx	TOI_1338.ipynb	animation1.mp4 animation2.mp4
	By Kieran Manning "Simulating the Intermediate Axis Theorem" presentation.pptx	Final_Vypython.ipynb	animation1.mp4 animation2.mp4 animation3.mp4 animation4.mp4 animation5.mp4 animation6.mp4 animation7.mp4
	By Eric Jung "HopField Networks: A model of memory" presentation.pptx	Final_Project.ipynb	animation.mp4
	By Kushal Khangaonkar "Conway's Game of Conflict" presentation.pptx	Conways_Game_of_Conflict.ipynb	animation.mp4
	By Andrew Zhang "Evolution of Music" presentation.pptx	Final_Project_Simulation.ipynb bach.xlsx probability.py	noteAnimation.mp4
	By Hector Ramosgonzalez "California Wildfire Simulator" presentation.pptx	Presentation.ipynb image_manipulation.py	animation1.mp4 animation2.mp4 animation3.mp4
	By Rhea Senthilkumar "Simulating Optical Properties with ray tracing" presentation.pptx	raytracing.ipynb	animation1.mp4 animation2.mp4 animation3.mp4 animation4.mp4
	By Joshua Chen "Simulating the Evolution of Conditional Aggression" presentation.pptx	main.ipynb	animation1.mp4 animation2.mp4 animation3.mp4 animation4.mp4
	By Alvaro Morales "Simulating the Effectiveness of Berkeley Study Spaces" presentation.pptx	Student_Walk_Simulation.ipynb description.txt	animaiton2.mp4 animation1.mp4 animation3.mp4 animation4.mp4
	By Alex Angulorios "Formation of Stalactites/Stalagmites" presentation.pptx	finalproject.ipynb	animation1.mp4 animation2.mp4
	By Maryam Azmandian "Preventing Crowd Crush: Simulating Movements within a Multi-Exhibit Museum Hallway" presentation.pptx	PeopleMove.ipynb	FREQ1crowdsim.mp4 FREQ7crowdsim.mp4 crowdsim0Freq5.mp4
	By Arvind Vivekanandan "Ant Colony food Simulation" presentation.pptx	Ant_Colony_Simulation.ipynb	animation1.mp4 animation2.mp4
	By Ari Diddams "Wind Speeds in Hurricanes" presentation.pptx	HurricaneSimulation.ipynb	animation.mp4
	By Catherine Lee "Waking up to Red Skies: Visualizing AQIs in September 2020" presentation.pptx	Final_Project.ipynb Final_Project.zip	animation.mp4
	By Abigail Delgado "Analyzing Colors in Chanel's Spring Haute Couture" presentation.pptx	final.ipynb	animation1.mp4 animation2.mp4 animation3.mp4 animation4.mp4 animation5.mp4
	By Edward Wolfe "N-Body collisions playground" presentation.pptx	utils.py Simulation.ipynb	Animation1.mp4 Animation2.mp4 Animation3.mp4 Animation4.mp4 Animation5.mp4
	By Vikram Deepak "How young have the best NBA teams become?" presentation.pptx	Final_Project.ipynb all_seasons.csv nba_team_stats_00_to_21.csv	animation1.mp4 animation2.mp4
	By Ava Joaquin "Elastic Collisions" presentation.pptx	ellastic_collisions_final_project.ipynb description.txt	animation1.mp4 animation2.mp4
	By Gabrielle Stewart "Random Walks with Slenderman" presentation.pptx	project_slenderman.ipynb	animation1.mp4 animation2.mp4
	By Ruchir Baronia "Musical Hurricanes" presentation.pptx	Final_Project.ipynb	animation.mp4
	By Vinay Kanigicherla "Diffusion of Particles through Procedurally Generated 2D Caves" presentation.pptx	eps109_final_project.ipynb	particle_diffusion_wallpct35_movedown50.mp4 particle_diffusion_wallpct35_movedown65.mp4 particle_diffusion_wallpct35_movedown80.mp4 particle_diffusion_wallpct40_movedown50.mp4 particle_diffusion_wallpct40_movedown65.mp4 particle_diffusion_wallpct40_movedown80.mp4 particle_diffusion_wallpct45_movedown50.mp4 particle_diffusion_wallpct45_movedown65.mp4 particle_diffusion_wallpct45_movedown80.mp4
	By Emma Drake "Algae Growth in the Bay Area" presentation.pptx	project.ipynb WaterQualityData.xlsx	animation.mp4
	By Ashley Rincon "Simulation of Photomultiplier Tube (PMT) Afterpulsing" presentation.pptx	Final_Proj_afterpulsing.ipynb	afterpulsing_animation.mp4
	By Ronaldo Romero "Soccer Simulations: Tracking the Path of a Ball" presentation.pptx	69301.json FCPython.py Metrica_Viz.py final_project.ipynb	animation.mp4
	By Mridang Sheth "Pool Simulation" presentation.pptx	playground.ipynb utils.py PoolBall.py PoolTable.py	1.mp4 10.mp4 11.mp4 12.mp4 13.mp4 2.mp4 3.mp4 4.mp4 5.mp4 6.mp4 7.mp4 8.mp4 9.mp4 final.mp4
	By Laksmana Hamrozalli "Street Pathing Efficiency" presentation.pptx	FinalProject.ipynb	animation1.mp4 animation2.mp4 animation3.mp4
	By Amrutha Kalle "Simulating the Kepler-47 system" presentation.pptx	kepler_47_habitable_zone.ipynb	animation1.mp4 animation2.mp4
	By Yunhao Li "Particle characterization for ocean carbon export" presentation.pptx	Final_Project.ipynb	Animation_YunhaoLi.mp4
	By Victoria Stukalova "What did one ocean say to the other?" presentation.pptx	finalproj.ipynb	animation1.mp4 animation2.mp4 animation3.mp4
	By Emily Holmes "Messages in Bottles" presentation.pptx	MessagesInBottles.ipynb	animation1.mp4 animation2.mp4 animation3.mp4
	By Maanav Khaitan "Generating Piano Music Using Random Walks" presentation.pptx	c.wav Final_Project.ipynb	animation.mp4
	By Theresatrang Tran "Simulating Basic Logic Gates" presentation.pptx	project.ipynb	animation1.mp4 animation2.mp4
	By Benedict Taguinod "3D Fractals" presentation.pptx	fractals.ipynb	animation1.mp4 animation2.mp4 animation3.mp4 animation4.mp4 animation5.mp4 animation6.mp4 animation7.mp4
	By Tushar Goyal "Image Segmentation with Random Walks" presentation.pptx	Final_project.ipynb	animation.mp4
	By Geovanni Mojica "Random Natural Selection" presentation.pptx	nugget.jpg natural_selection.ipynb	animation1.mp4 animation2.mp4 animation3.mp4 animation4.mp4
	By Angela Beatty "Earthquake Analysis in Alaska" presentation.pptx	project.ipynb	animation.mp4
	By Ryan Ashby "100 foot wave at Nazare" presentation.pptx	final.ipynb	animation.mp4
	By Evan Imata "Oumua-Mania" presentation.pptx	final_project.py asteroid3.png earth3.png sun3.png asteroid4.png final_project_condensed.ipynb stars4.jpg	animation1.mp4 animation2.mp4 animation3.mp4
	By Siddhant Sharma "Modeling Traffic with ODEs" presentation.pptx	tanh_vs_sigmoid.png initial_position.png traffic_simulation.ipynb	scenario1_sigmoid_car1_position.mp4 scenario1_sigmoid_car1_velocity.mp4 scenario1_sigmoid_cars_positions.mp4 scenario1_tanh_car1_position.mp4 scenario1_tanh_car1_velocity.mp4 scenario1_tanh_cars_positions.mp4 scenario2_sigmoid_car1_position.mp4 scenario2_sigmoid_car1_velocity.mp4 scenario2_sigmoid_cars_positions.mp4 scenario2_tanh_car1_position.mp4 scenario2_tanh_car1_velocity.mp4 scenario2_tanh_cars_positions.mp4 scenario3_sigmoid_car1_position.mp4 scenario3_sigmoid_car1_velocity.mp4 scenario3_sigmoid_cars_positions.mp4 scenario3_tanh_car1_position.mp4 scenario3_tanh_car1_velocity.mp4 scenario3_tanh_cars_positions.mp4
	By Eugenie Lee "Mapping Airports and Flight Routes Around the World" presentation.pptx	FinalProject.ipynb	animation1.mp4 animation2.mp4
	By Nicole Ni "Flowing Particles" presentation.pptx	random_rects_no_accumulation.ipynb accumulation+HUD.ipynb	animation1.mp4 animation2.mp4
	By Tyler Yamori-Little "Constructing and Simulating Neural Decoders and BCIs" presentation.pptx	FinalPresentation.ipynb	animation1.mp4 animation2.mp4
	By Isabella Star "Measuring a Coastline" presentation.pptx	circle.jpg ireland.jpg fp_circle.ipynb fp_ireland.ipynb	animation1.mp4 animation2.mp4
	By Mahum Khan "Hertzsprung-Russel Diagram" presentation.pptx	hr_diagram.ipynb	animation1.mp4
	By Kira Cope "Music Generation and Analysis" presentation.pptx	Final_Music_Project.ipynb	animation1.mp4 animation2.mp4 animation3.mp4
	By Noppapon Chalermchockcharoenkit "Blackjack: Why The Dealer Always Wins" presentation.pptx	blackjack_simulation.ipynb	animation1.mp4 animation2.mp4 animation3.mp4
	By Tsadiku Obolu "Escape the Titans" presentation.pptx	aot_final_project.ipynb	aot_1final.mp4 aot_3final.mp4 aot_test.mp4
	By Cruzbrian Alvarado "Advection-Diffusion Equation Atmospheric Model" presentation.pptx	EPS109_Project.ipynb	animation1.mp4 animation2.mp4 animation3.mp4
	By Joanna Hardesty "Creating A landscape with fractals and random numbers" presentation.pptx	landscapeWithOcean.py project_landscape.ipynb	animation.mp4
	By Jeffrey Chen "Plinko Simulated!" presentation.pptx	main.ipynb	animation.mp4
	By Laura Pei "Pokemon Evolutions " presentation.pptx	final_proj.ipynb	animation_charizard.mp4 animation_charmeleon.mp4 animation_pikachu.mp4 animation_raichu.mp4
	By Angela Cheng "Thinking inside the Mandelbox " presentation.pptx	Final.ipynb	animation1.mp4 animation2.mp4
	By Tyler Mcnierney "The growth and decay of moss over a surface with varying concentrations of nutrients" presentation.pptx	Project.ipynb	DLA.mp4 Half_Nutrients.mp4 Low_Nutrients.mp4 Plenty_Nutrients.mp4
	By Juancarlos Martinezlopez "Falling Balls Probability" presentation.pptx	Falling_Balls_Probability.ipynb Falling_Balls_Probability_V2.ipynb	bouncing_off_each_other.mov animation1.mp4 animation2.mp4 animation3.mp4 animation4.mp4 animation5.mp4
	By Dhriti Vasu "Langton's Ant" presentation.pptx	langtons_ant.ipynb	animation1.mp4 animation2.mp4
	By Camila Schineiderrodrigues "Erosion Evolution" presentation.pptx	code.ipynb	animation1.mp4 animation2.mp4
	By Jamesruel Niere "Mindanao Great Earthquake Impact History" presentation.pdf	presentation.pdf Final_Project.ipynb	project_vid.mp4
	By Jinwoo Ahn "Can You Beat Alpha Tic-Tac-Toe?" presentation.pptx	var.py ttt.py alpha.py pan.py main.py	animation.mp4
	By Runyi Liu "How a cold Jupiter becomes a hot one?" presentation.pptx	final_project.ipynb	animation1.mp4 animation2.mp4
	By Thao Tran "Climate-induced Displacement during the 2011 Floods in the Mekong Delta, Viet Nam" presentation.pptx	Final-Simulate_Displacement.ipynb	Simulate_Displacement.mp4
	By Johnny Xi "Gravity Assist" presentation.pptx	Final_Project.ipynb	animation.mp4
	By Johnny Huang "Random Walking Lightning Bolts" presentation.pptx	SecondAnimation.ipynb FirstAnimation.ipynb	animation1.mp4 animation2.mp4
	By Lawrence Lam "Fourier Epicycle" presentation.pptx	test_animal2.png Fourier_Epicycle.ipynb	animaltest.mp4
	By Lee Lalunio "California Earthquakes Investigation" presentation.pptx	EPS_Project_Lalunio_Lee.ipynb	project_vid.mp4
	By Marcos Hernandez "Launching Baseballs" presentation.pptx	project.ipynb	animation1.mp4 animation2.mp4
	By Amy Castillo "Mr. Worldwide's random tour" presentation.pptx	Worldwide_Random_Tour.ipynb	Worldwide_Tour.mp4 final_tour.mp4
	By Edward Truong "Melting Berkeley" presentation.pptx	final_project.ipynb	animation1.mp4 animation2.mp4 animation3.mp4 animation4.mp4
	By Mary Wang "Natural Selection & Genetic Drift Across Generations" presentation.pptx	Final_Project.ipynb	animation_1.mp4 animation_2.mp4
	By Junha Kim "Crude Prey Predator Behavior Simulation" presentation.pptx	Simulation1_screenshot.png no_predator_screenshot.png FinalProject.ipynb Simulation2_picture.png	no_predator.mov video.mov no_predator.mp4 video.mp4
	By Ida Ma "Eroding Famous Arts" presentation.pptx	Final_Presentation.ipynb	GirlWithPearlEarrings.mov MonaLisa.mov
	By Afees Tiamiyu "Simulating communication on the internet" presentation.pptx	FinalProject.ipynb	animation.mp4
	By Alondra Martinez "Jupiter's Moons" presentation.pptx	Jupiters_Moons_Project.ipynb Updated_Juptiers_moon_project.ipynb	animation1.mp4 animation2.mp4
	By Berry Tillage "The Big Mac Analysis" presentation.pptx	final_project_bigmac.ipynb	GDP_comparison_correlation_BigMacSandwich.mp4 The_Actual_Price_of_BigMacSandwich.mp4 The_Expected_Price_of_BigMacSandwich.mp4
	By Darren Sun "Smaller Asteroids, Bigger Dinosaurs" presentation.pptx	Final_Project_Sim.ipynb	no_animation.mp4
	By Daniel Gilbert "Melting the God's volcano: Olympus mons" presentation.pptx	Final_Project_Code.ipynb Final_Project_Code_pt.2.ipynb	animation1Gilbert.mp4 animation2Gilbert.mp4
	By Brayan Velasco "Californian Fault Lines: AfterShocks of Cities" presentation.pptx	Californian_Faults.ipynb	Californian_Faults1.mp4 Californian_Faults2.mp4
	By Michelle Ekwueme "Orbiting Two Planets" presentation.pptx	Orbiting_Two_Planets.ipynb	no_animation.mp4
	By Zach Schubert "Community Park Congestion Over 24 Hours" presentation.pptx	final_project.ipynb	animation1.mp4
	By Philip Min "What-if solar system" presentation.pptx	What_If_Solar_FinalProject_NoOutput.ipynb	final_2xEarth.mp4 final_2xSun.mp4 final_original.mp4
	By Yash Bhargava "Gutenberg-Richter in Alaska: Does it work?" presentation.pptx	finalProj_eps_yashBB.ipynb	animation.mov
	By Isis Lemus "Holy Maule: Chilean Earthquake Distribution" presentation.pptx	FinalProject.ipynb figure3.png figure2.png figure1.png	animation.mp4

Page created by B. Militzer        
Dec. 24, 2022