The Physics-informed AI Climate Model Agent Neuro-symbolic Simulator (PACMANS) for Tipping Point Discovery Milestone 12 Report

Abstract

The goal for this milestone includes: Deliver final Phase 2 report on comparison of results with conventional models, documenting the established benefits and new capabilities of hybrid models.

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Document Details

Document Type
Technical Report
Publication Date
Jun 20, 2023
Accession Number
AD1203831

Entities

People

  • Anand Gnanadesikan
  • Jay Brett
  • Jennifer Sleeman
  • Marisa Hughes
  • Yannis Kevrekidis

Organizations

  • Johns Hopkins University

Tags

Communities of Interest

  • Autonomy

DTIC Thesaurus Topics

  • Artificial Intelligence
  • Atmospheric Chemistry
  • Climate Change
  • Computations
  • Deep Learning
  • Differential Equations
  • Dimensionality Reduction
  • Geography
  • High Latitudes
  • Identification
  • Labrador Sea
  • Language
  • Latitude
  • Machine Learning
  • Oceans
  • Physics
  • Platforms
  • Space Sciences

Readers

  • Defense Acquisition Program Management
  • Economics
  • Neural Network Machine Learning.