beam
The Framework for Modeling Behavior, Energy, Autonomy, and Mobility in Transportation Systems
Science Score: 36.0%
This score indicates how likely this project is to be science-related based on various indicators:
-
○CITATION.cff file
-
✓codemeta.json file
Found codemeta.json file -
✓.zenodo.json file
Found .zenodo.json file -
○DOI references
-
○Academic publication links
-
✓Committers with academic emails
7 of 67 committers (10.4%) from academic institutions -
○Institutional organization owner
-
○JOSS paper metadata
-
○Scientific vocabulary similarity
Low similarity (17.1%) to scientific vocabulary
Keywords
Keywords from Contributors
Repository
The Framework for Modeling Behavior, Energy, Autonomy, and Mobility in Transportation Systems
Basic Info
- Host: GitHub
- Owner: LBNL-UCB-STI
- License: other
- Language: Jupyter Notebook
- Default Branch: develop
- Homepage: https://transportation.lbl.gov/beam
- Size: 384 MB
Statistics
- Stars: 140
- Watchers: 28
- Forks: 60
- Open Issues: 153
- Releases: 14
Topics
Metadata Files
README.md
BEAM
BEAM stands for Behavior, Energy, Autonomy, and Mobility. The model is being developed as a framework for a series of research studies and demonstration projects in sustainable transportation at Lawrence Berkeley National Laboratory with collaborators from other Department of Energy national labs, the private sector, and the public sector.
BEAM is built around the Multi-Agent Transportation Simulation Framework ( MATSim)--an open-source framework for implementing large-scale agent-based transport simulations--with extensive modifications to allow for multithreaded within-day simulation of interacting agents. Many of BEAM's inputs, including the road network, transit system, synthetic population, and input agent plans, can be exported from existing MATSim models and read directly into BEAM, or they can be provided in simpler and more flexible formats. BEAM’s within-day AgentSim simulation includes features such as on-demand mobility, mode choice, parking selection, and discretionary trip planning. BEAM also adapts MATSim’s traffic network simulation and between-iteration replanning capabilities to allow it to approximate dynamic user equilibrium across all of the choice dimensions offered its agents.
BEAM has always been designed as open-source software intended to benefit from an evolving ecosystem of related models and products in the transportation and energy domain. These include activity-based travel demand models, which allow for a more sophisticated treatment of agents’ pre-day travel planning, vehicle energy consumption models, metrics for summarizing a transport system’s accessibility and efficiency, and integration with power grid models. While BEAM is designed to flexibly and efficiently link with other models of transportation system components, it also allows for an implementation to be built from scratch while relying only on free and publicly available data processed through several widely-used and opensource tools.
Documentation
The BEAM team maintains both a Github wiki and online documentation
Getting started:
- Try running BEAM with our simple getting started guide
- Check out the developer guide for more detailed information on using or contributing to the BEAM project
Questions:
- Please visit the Wiki page
- Users are welcome to submit Issues and Pull requests
- The group beam-model-users@googlegroups.com is a helpful platform for contacting BEAM users and developers with questions and requests
Project website:
https://transportation.lbl.gov/beam/
Report:
A detailed description of BEAM's component algorithms and software, along with descriptions of a New York City case study, have been published as a LBNL Lab report
Owner
- Name: LBNL/UCB - Sustainable Transportation Initiative
- Login: LBNL-UCB-STI
- Kind: organization
- Location: Berkeley, CA
- Repositories: 42
- Profile: https://github.com/LBNL-UCB-STI
Open source software related to research at the Sustainable Transportation Initiative at Lawrence Berkeley National Lab and UC Berkeley ITS
GitHub Events
Total
- Create event: 30
- Release event: 1
- Issues event: 12
- Watch event: 5
- Delete event: 15
- Member event: 1
- Issue comment event: 90
- Push event: 366
- Pull request event: 30
- Pull request review comment event: 5
- Pull request review event: 19
- Fork event: 3
Last Year
- Create event: 30
- Release event: 1
- Issues event: 12
- Watch event: 5
- Delete event: 15
- Member event: 1
- Issue comment event: 90
- Push event: 366
- Pull request event: 30
- Pull request review comment event: 5
- Pull request review event: 19
- Fork event: 3
Committers
Last synced: 7 months ago
Top Committers
| Name | Commits | |
|---|---|---|
| Colin Sheppard | c****t@g****m | 1,884 |
| wrashid | w****d@g****m | 1,210 |
| Artavazd Balaian | r****u@g****m | 1,179 |
| Haitam Laarabi | 1****b | 1,082 |
| Nikolay Ilyin | i****e@g****m | 961 |
| Zeeshan Bilal | z****l@n****m | 961 |
| Michael Zilske | m****e@t****e | 792 |
| Dmitry Openkov | d****n@g****m | 667 |
| Carlos Caldas | c****s@g****m | 623 |
| Zach Needell | z****l@l****v | 546 |
| sfwatergit | s****n@g****m | 456 |
| Justin Pihony | j****y@g****m | 303 |
| rajnikantsh | r****t@y****m | 299 |
| Alexander Vykhodtsev | a****e@g****m | 208 |
| mr-asif-nor | m****r@g****m | 175 |
| Bhavya Latha Bandaru | b****b@g****m | 153 |
| Zeeshan Bilal | z****l@h****m | 145 |
| Rob Fitzgerald | r****d@g****m | 142 |
| Xuan-1998 | j****6@b****u | 120 |
| beam-bot | c****d@l****v | 120 |
| Johannes Hiry | j****y@t****e | 116 |
| David Arias | f****m@g****m | 112 |
| Rutvik Patel | h****k@g****m | 70 |
| HoneyTauOverTwo | 3****o | 64 |
| Muhammad Asif | m****f@t****m | 58 |
| Dmitry Ogurtsov | d****v@g****m | 57 |
| wrashid | s****o | 56 |
| dserdiuk | d****k@n****m | 48 |
| Artyom Boyko | a****o@g****m | 45 |
| Grigory Derzhavets | d****0@g****m | 42 |
| and 37 more... | ||
Committer Domains (Top 20 + Academic)
Issues and Pull Requests
Last synced: 6 months ago
All Time
- Total issues: 621
- Total pull requests: 507
- Average time to close issues: over 1 year
- Average time to close pull requests: 4 months
- Total issue authors: 40
- Total pull request authors: 30
- Average comments per issue: 0.8
- Average comments per pull request: 3.14
- Merged pull requests: 340
- Bot issues: 0
- Bot pull requests: 14
Past Year
- Issues: 5
- Pull requests: 30
- Average time to close issues: N/A
- Average time to close pull requests: 25 days
- Issue authors: 4
- Pull request authors: 6
- Average comments per issue: 0.0
- Average comments per pull request: 4.6
- Merged pull requests: 5
- Bot issues: 0
- Bot pull requests: 4
Top Authors
Issue Authors
- wrashid (158)
- REASY (128)
- nikolayilyin (103)
- dimaopen (35)
- zneedell (34)
- haitamlaarabi (32)
- colinsheppard (19)
- michaz (17)
- JustinPihony (11)
- g-derzhavets (8)
- dgm90 (7)
- robfitzgerald (6)
- carloscaldas (6)
- alex-vv (5)
- YOxan (4)
Pull Request Authors
- nikolayilyin (106)
- dimaopen (90)
- zneedell (80)
- haitamlaarabi (36)
- alex-vv (29)
- Xuan-1998 (26)
- JustinPihony (20)
- dependabot[bot] (14)
- heyrutvik (11)
- HoneyTauOverTwo (11)
- edwazhao (11)
- rajnikantsh (10)
- g-derzhavets (10)
- REASY (10)
- wrashid (6)
Top Labels
Issue Labels
Pull Request Labels
Packages
- Total packages: 1
- Total downloads: unknown
- Total dependent packages: 0
- Total dependent repositories: 0
- Total versions: 16
proxy.golang.org: github.com/lbnl-ucb-sti/beam
- Documentation: https://pkg.go.dev/github.com/lbnl-ucb-sti/beam#section-documentation
- License: other
-
Latest release: v1.0.0
published over 1 year ago