Data Conference Databasea Query.Farm index
Speakers

Charlie Becker

Employers on the program

  1. 2025NSF1 talk
Events1
Conferences1
Talks1
Years active2025

Appearances by year

201920202021202220232024202520262027
  • SciPy Conference (Scientific Computing with Python)

Talks

DateEventConferenceRoleTitleLinks
Jul 7, 2025SciPy 2025SciPy Conference (Scientific Computing with Python)speakerPhysical XAI - Going Beyond Traditional XAI Methods in Earth System Science
as NSF NCAR
Explainable AI (XAI) emerged to clarify the decision-making of complex deep learning models, but standard XAI methods are often uninformative on Earth system…Show less

Explainable AI (XAI) emerged to clarify the decision-making of complex deep learning models, but standard XAI methods are often uninformative on Earth system models due to their high-dimensional and physically constrained nature. We introduce “physical XAI,” which adapts XAI techniques to maintain physical realism and handle autocorrelated data effectively.

Frequent co-speakers

No one else spoke at two or more of the same events.

Speakers with the same name are merged into one entry, so this page may combine more than one person. Affiliations are shown as each conference listed them.