Robert Alexander Caulk

Researcher, INRIA
Founder, Emergent Methods
Joined
January 2023

Names

Robert Alexander Caulk (Preferred)
Robert A Caulk
Robert A. Caulk

Emails

****@inria.fr (Confirmed)
****@emergentmethods.ai (Confirmed)

Personal Links

Career & Education History

Researcher
INRIA (inria.fr)
2022Present
Founder
Emergent Methods (emergentmethods.ai)
2022Present
PhD student
Université Grenoble Alpes (u-grenoble3.fr)
20182022
PhD student
Jacobs School of Engineering, University of California, San Diego (jacobsschool.ucsd.edu)
20152018
MS student
University of Vermont (uvm.edu)
20132015
Undergrad student
University of Vermont (uvm.edu)
20082012

Advisors, Relations & Conflicts

Coauthor
Bruno Raffin
2022Present
PhD Advisor
Bruno Chareyre
20182022

Expertise

time-series forecasting
regression
deep learning
decision trees
high throughput training
large scale training
distributed compute
2020Present
computational physics
coupled physical processes
machine learning in physics
discrete element method
2016Present
thermo-hydro-mechancial processes
fluid dynamics
granular matter
acoustic emissions
2015Present
geothermal energy
hydraulic fracturing
enhanced geothermal systems
finite element modeling
2013Present

Publications

Co-Authors