AAAI 2023 Spring Symposium Series ACTD Submissions

Road Transportation Emissions Estimation and Tipping Points
Elizabeth Reilly, Derek Rollend, Kevin Foster, Tomek Kott, Rohita Mocharla, Rai Munoz, Neil Fendley, Chace Ashcraft, Frank Willard, Marisa Hughes
- 01 Aug 2023
- AAAI 2023 Spring Symposium Series ACTD Submission
- Readers: Everyone
Climate Tipping Points: Enabling Decision-Making Tools for the Future Arctic Operating Environment
Christine D. Piatko, Lauren Ice, Mary R. Keller, Rebecca Eager, Heather Hunter
- 01 Aug 2023
- AAAI 2023 Spring Symposium Series ACTD Submission
- Readers: Everyone
Using Machine Learning To Anticipate Tipping Points and To Extrapolate To Post-Tipping Point Dynamics of Non-Stationary Dynamical Systems
Dhruvit Patel, Edward Ott
- 01 Aug 2023
- AAAI 2023 Spring Symposium Series ACTD Submission
- Readers: Everyone
Learning to Represent the Physics of Climate Transitions as an Inverse Problem
Ignacio Lopez-Gomez
- 01 Aug 2023
- AAAI 2023 Spring Symposium Series ACTD Submission
- Readers: Everyone
Machine Learning-Based Coarse-Scale Identification and Bifurcation Analysis for Modelling Tipping Points: a Financial Market Agent-Based Illustration
Gianluca Fabiani, Nikolaos Evangelou, Tianqi Cui, Juan M. Bello-Rivas, Cristina Martinez-Linares, Constantinos Siettos, Yannis Kevrekidis
- 01 Aug 2023
- AAAI 2023 Spring Symposium Series ACTD Submission
- Readers: Everyone
Lightning Talk: Atlantic Meridional Overturning Circulation (AMOC) Tipping Point: A GAN Test Case
Jay Brett, David Chung, Jennifer Sleeman, Anand Gnanadesikan
- 01 Aug 2023
- AAAI 2023 Spring Symposium Series ACTD Submission
- Readers: Everyone
The Deep Dive System: Reimagining Global Climate Change with Artificial Intelligence and Virtual Reality
Sarah Saad, Thomas Palazzolo, Chencheng Zhang, Robert Reynolds, Ashley Lemke, John O'Shea, Calien O'Shea
- 01 Aug 2023
- AAAI 2023 Spring Symposium Series ACTD Submission
- Readers: Everyone
Accelerating Exploration of Marine Cloud Brightening Impacts on Tipping Points Using an AI Implementation of Fluctuation-Dissipation Theorem.
Haruki Hirasawa, Soo Kyung Kim, Peetak Mitra, Subhashis Hazarika, Salva Rühling Cachay, Dipti Swapnil Hingmire, Kalai Ramea, Hansi Singh, philip Rasch
- 01 Aug 2023
- AAAI 2023 Spring Symposium Series ACTD Submission
- Readers: Everyone
Statistics of extreme events in climate models via coarse-scale simulations and machine learning correction operators based on nudged datasets
Alexis-Tzianni Charalampopoulos, Shixuan Zhang, Bryce Harrop, Ruby Leung, Themistoklis Sapsis
- 01 Aug 2023
- AAAI 2023 Spring Symposium Series ACTD Submission
- Readers: Everyone
Tipping-Points and Robustness of Sea Ice using Koopman Mode Decomposition
Alan B. Cao, Michael Planer, James Hogg, Maria Fonoberova, Lake Bookman, Tyler Macdonald, Jennifer Hemingway, Qinghua Ding, Igor Mezic
- 01 Aug 2023
- AAAI 2023 Spring Symposium Series ACTD Submission
- Readers: Everyone
Learning bias corrections for climate models using deep neural operators
Aniruddha Bora, Khemraj Shukla, Shixuan Zhang, Bryce Harrop, Ruby Leung, George Em Karniadakis
- 01 Aug 2023
- AAAI 2023 Spring Symposium Series ACTD Submission
- Readers: Everyone
Using AI to Detect Climate Tipping Points- Or Why It’s Hard to Understand Rapid Changes in the Earth System
Anand Gnanadesikan, Jay Brett, Jennifer Sleeman, David Chung
- 01 Aug 2023
- AAAI 2023 Spring Symposium Series ACTD Submission
- Readers: Everyone
Anticipating Planetary-scale Surprise: AI to accelerate understanding of cli-mate security, tipping-points and interventions
Dr. Joshua Elliott, Dr. Hunter Gabbard
- 01 Aug 2023
- AAAI 2023 Spring Symposium Series ACTD Submission
- Readers: Everyone
Neuro-Symbolic Bi-Directional Translation - Deep Learning Explainability for Climate Tipping Point Research
Chace Ashcraft, Jennifer Sleeman, Caroline Tang, Jay Brett, Anand Gnanadesikan
- 27 Jun 2023 (modified: 27 Jun 2023)
- AAAI 2023 Spring Symposium Series ACTD Submission
- Readers: Everyone