Topic: General Topics Associated with the Programming Languages of Open Science (105th AMS Annual Meeting)

Wednesday, 15 January 2025: 10:45 AM-12:00 PM

213 (New Orleans Ernest N. Morial Convention Center)

Host: 15th Symposium on Advances in Modeling and Analysis Using the Programming Languages of Open Science

Chairs:

Scott M. Collis and Jingyin Tang, PhD, Citadel

This session is for community members to discuss general topics associated with the use of open science programming languages. Topics can include (but are not limited to) visualization, high performance computing, research to operations and large dataset management.

Papers:

10:45 AM

10.1

Bias Correction of CESM2 Output In a Modern Python Framework

Harsha Hampapura, NCAR, Boulder, CO; and T. Cram, R. Conroy, K. Wu, and C. L. Bruyere

11:00 AM

10.2

Developing Artificial and Convolutional Neural Networks with Python's Keras API for TensorFlow

Ryan Paul Lafler, MS, Premier Analytics Consulting, LLC, Spring Valley, CA; San Diego State University, San Diego, CA; and S. S. Shen and M. Goldberg

Handout (1.8 MB)

11:15 AM

10.3

Wildfire impacts to water quality investigated using a LANDIS-VELMA model linkage for water resource protection

Karretta N. Venable, EPA, Athens, GA; EPA, Athens, GA; and J. M. Johnston and L. Prieto

11:30 AM

10.4

A Browser-Based Data Visualization Framework for Storm Prediction Center Forecast Tools

Tim A. Supinie, SPC, Norman, OK

10.5

ACTing on Atmospheric Data: Leveraging Open-Source Software for Field Campaigns and Beyond

Zachary Sherman, ANL, Lemont, IL; and A. Theisen, M. A. Grover, J. R. O'Brien, A. Sockol, K. Kehoe, and C. Godine