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14 results tagged simulation  ✕
TESPy -j Thermal Engineering Systems in Python https://github.com/oemof/tespy
Thu 04 Jun 2020 12:16:26 PM CEST
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This package provides a powerful simulation toolkit for thermal engineering plants such as power plants, district heating systems or heat pumps.

coding_lang:python energy energy_efficiency opensource research simulation source_code
Outbreak — Melting Asphalt https://meltingasphalt.com/interactive/outbreak/
Thu 19 Mar 2020 11:01:21 PM CET
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A playable disease simulation

online simulation
Why outbreaks like coronavirus spread exponentially, and how to “flatten the curve” https://www.washingtonpost.com/graphics/2020/world/corona-simulator/
Sun 15 Mar 2020 10:39:52 PM CET
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After the first case of covid-19, the disease caused by the new strain of coronavirus, was announced in the United States, reports of further infections trickled in slowly. Two months later, that trickle has turned into a steady current.

article health simulation
The Fortran 77 codes for the open-loop and the closed-loop simulations for the Tennessee Eastman process (TEP). https://github.com/camaramm/tennessee-eastman-profBraatz
Wed 11 Mar 2020 10:55:57 PM CET
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The Fortran 77 codes for the open-loop and the closed-loop simulations for the Tennessee Eastman process (TEP) as well as the training and testing data files used for evaluating the data-driven methods (PCA, PLS, FDA, and CVA).

automation coding_lang:fortran dataset research simulation software
Up to two billion times acceleration of scientific simulations with deep neural architecture search https://arxiv.org/abs/2001.08055
Fri 24 Jan 2020 05:17:46 AM CET
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Computer simulations are invaluable tools for scientific discovery. However, accurate simulations are often slow to execute, which limits their applicability to extensive parameter exploration, large-scale data analysis, and uncertainty quantification. A promising route to accelerate simulations by building fast emulators with machine learning requires large training datasets, which can be prohibitively expensive to obtain with slow simulations. Here we present a method based on neural architecture search to build accurate emulators even with a limited number of training data. The method successfully accelerates simulations by up to 2 billion times in 10 scientific cases including astrophysics, climate science, biogeochemistry, high energy density physics, fusion energy, and seismology, using the same super-architecture, algorithm, and hyperparameters. Our approach also inherently provides emulator uncertainty estimation, adding further confidence in their use. We anticipate this work will accelerate research involving expensive simulations, allow more extensive parameters exploration, and enable new, previously unfeasible computational discovery.

deep_learning neural_networks open_access optimization paper research simulation
Steruell - A* algorithm visualizer written in pygame https://github.com/mHaisham/Steruell
Sat 18 Jan 2020 09:03:08 AM CET
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A* algorithm visualizer written in pygame.

algorithm coding_lang:python opensource path_planning simulation software
gravity_simulation https://github.com/phgilde/gravity_simulation
Sat 18 Jan 2020 09:01:16 AM CET
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A gravity simulation using the runge kutter integration method.

coding_lang:python opensource simulation software
Algoviz - A* simulation https://algoviz.njanjo.com/
Sun 12 Jan 2020 09:11:51 AM CET
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Graphical A* simulation.

algorithm online path_planning simulation
Lei Mao's Log Book – Particle Filter https://leimao.github.io/project/Particle-Filter/
Wed 25 Dec 2019 08:12:40 PM CET
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Particle filter is a Monte Carlo algorithm used to solve statistical inference problems. In this project, the turtle location and heading direction in maze was infered using particle filter. The green turtle is the actual location while the orange turtule is the estimated location. The arrows are particles. Blue arrows stand for low probability particles while red arrows stand for high probability particles. There are four sensors installed on the front, back, left and right of the turtle. The sensors measure its perpendicular distances to the closest walls in four directions, possibly bounded by some sensor limit.

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coding_lang:python opensource particle_filter robotics sensors simulation source_code
abstreet | A traffic simulation game https://github.com/dabreegster/abstreet
Thu 12 Dec 2019 09:13:42 PM CET
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A traffic simulation game exploring how small changes to roads affect cyclists, transit users, pedestrians, and drivers.

games gui opensource simulation source_code
PythonRobotics: Python sample codes for robotics algorithms. https://github.com/AtsushiSakai/PythonRobotics
Tue 01 Jan 2019 01:33:52 AM CET
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Build Status Documentation Status Build status Coverage Status Language grade: Python Say Thanks!

Python sample codes for robotics algorithms.

Filtering, SLAM, path planning, kinematics.

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algorithm coding_lang:python opensource robotics simulation software source_code
Train Donkey Car in Unity Simulator with Reinforcement Learning | Felix Yu https://flyyufelix.github.io/2018/09/11/donkey-rl-simulation.html
Sat 22 Sep 2018 09:42:31 AM CEST
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Donkey Car trained with Double Deep Q Learning (DDQN) in Unity Simulator.

article machine_learning robotics simulation
The ARGoS Website http://www.argos-sim.info/concepts.php
Mon 04 Apr 2016 10:45:37 AM CEST
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Multi-robot systems promise to provide efficient solutions for an ever increasing variety of different applications, such as exploration of hostile environments, disaster recovery, construction, and nano-scale medicine.

Each of these applications is characterized by several aspects, such as environment dynamics (e.g. orbit, water flow, wind, rough terrain, bloodstream), robot types (e.g., mechatronics, sensors, actuators), and communication means (e.g., wifi, vision, stigmergy, etc.).

Physics-based simulation plays a fundamental role in the study of solutions for this wide set of applications.

multi_robot_systems robotics simulation
IEEE Xplore - CPSSim: Simulation framework for large-scale Cyber-Physical Systems http://ieeexplore.ieee.org/xpl/login.jsp?tp=&arnumber=6614245&url=http%3A%2F%2Fieeexplore.ieee.org%2Fxpls%2Fabs_all.jsp%3Farnumber%3D6614245
Sat 05 Oct 2013 11:39:18 AM CEST
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cyber-physical_systems paper simulation
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