Skip to main content

LEM slope stability analysis using JAX

Project description

jaxlem

jaxlem is a Python implementation of LEM slope stability built upon JAX.

Content

So far, the project includes the following features:

  • Slope stability analysis with undrained shear strength.
  • Calculation of the FoS using vmap over potential failure circles.
  • Calculation of the FoS using Gradient Descent.
  • Reliability analysis with Random Fields using Monte Carlo via vmap.
  • Reliability analysis with Random Fields using FORM.

Project details


Download files

Download the file for your platform. If you're not sure which to choose, learn more about installing packages.

Source Distribution

jaxlem-0.1.6.tar.gz (9.0 kB view details)

Uploaded Source

Built Distribution

If you're not sure about the file name format, learn more about wheel file names.

jaxlem-0.1.6-py3-none-any.whl (12.1 kB view details)

Uploaded Python 3

File details

Details for the file jaxlem-0.1.6.tar.gz.

File metadata

  • Download URL: jaxlem-0.1.6.tar.gz
  • Upload date:
  • Size: 9.0 kB
  • Tags: Source
  • Uploaded using Trusted Publishing? No
  • Uploaded via: poetry/2.1.1 CPython/3.12.7 Windows/11

File hashes

Hashes for jaxlem-0.1.6.tar.gz
Algorithm Hash digest
SHA256 12581742021420b1c914b1d9f7fe998f787233a3bf046199dcd8300f8bc545f4
MD5 fcec221b689cc6479d65f0ba40535c32
BLAKE2b-256 fd5a245ae711997342d256482383d9ac1e1deaf9999b001e7f5721229a768c9a

See more details on using hashes here.

File details

Details for the file jaxlem-0.1.6-py3-none-any.whl.

File metadata

  • Download URL: jaxlem-0.1.6-py3-none-any.whl
  • Upload date:
  • Size: 12.1 kB
  • Tags: Python 3
  • Uploaded using Trusted Publishing? No
  • Uploaded via: poetry/2.1.1 CPython/3.12.7 Windows/11

File hashes

Hashes for jaxlem-0.1.6-py3-none-any.whl
Algorithm Hash digest
SHA256 4f4429dc0d415c30dc053f678bf22261802c89362ef9fcae3f7e14d4cc20ac09
MD5 d04a33631717125c9cd4359d16ccd8db
BLAKE2b-256 2b3af49814eac58c04d587ed0e5b8cd100716b298e0ad422388341e866db8433

See more details on using hashes here.

Supported by

AWS Cloud computing and Security Sponsor Datadog Monitoring Depot Continuous Integration Fastly CDN Google Download Analytics Pingdom Monitoring Sentry Error logging StatusPage Status page