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Xavier Michel Tricoche
Associate Professor, Computer Science, Purdue University
Joined
January 2023
Names
Xavier Michel Tricoche
(Preferred)
,
Xavier Tricoche
,
Xavier M Tricoche
,
Xavier M. Tricoche
,
X. Tricoche
Emails
****@purdue.edu
(Confirmed)
Personal Links
Homepage
Google Scholar
DBLP
LinkedIn
Career & Education History
Associate Professor
Computer Science,
Purdue University
(purdue.edu)
2014
–
Present
Assistant Professor
Computer Science,
Purdue University
(purdue.edu)
2007
–
2014
Postdoc
SCI Institute,
University of Utah
(utah.edu)
2004
–
2007
Postdoc
Informatik,
Universität Kaiserslautern
(uni-kl.de)
2002
–
2004
PhD student
Informatik,
Universität Kaiserslautern
(uni-kl.de)
1998
–
2002
Advisors, Relations & Conflicts
PhD Advisee
Mashiat Mustaq
Present
PhD Advisee
Dante John Artas Basile
2022
–
2027
PhD Advisee
Mohini Anand
2022
–
2027
PhD Advisee
Dana El-Rushaidat
2016
–
2020
PhD Advisee
Raine Yeh
2010
–
2019
PhD Advisee
Wayne Schlei
2010
–
2017
PhD Advisee
Zi'ang Ding
2009
–
2016
PhD Advisee
Samer Barakat
2008
–
2013
PhD Advisee
Nathan Andrysco
2009
–
2012
PhD Advisee
Guo-Shi Li
2005
–
2007
Postdoc Advisor
Charles Hansen
2004
–
2007
PhD Advisor
Hans Hagen
1998
–
2002
Expertise
machine learning
,
neural networks
,
reinforcement learning
2020
–
Present
medical image analysis
,
brain imaging
2004
–
Present
dynamical systems
,
astrodynamics
2002
–
Present
visualization
,
data analysis
,
computer graphics
1998
–
Present
applied mathematics
,
topology
,
differential geometry
1998
–
Present
Publications
Meshing of High-Dimensional Toroidal Manifolds from Quasi-Periodic Three-Body Problem Dynamics using Parameterization via Discrete One-Forms
Dante Basile
,
Xavier Tricoche
,
Martin Lo
CoRR 2025
Readers:
Everyone
Deep Representation Learning for Unsupervised Clustering of Myocardial Fiber Trajectories in Cardiac Diffusion Tensor Imaging
Mohini Anand
,
Xavier Tricoche
CoRR 2025
Readers:
Everyone
Out-of-distributional risk bounds for neural operators with applications to the Helmholtz equation
Jose Antonio Lara Benitez
,
Takashi Furuya
,
Florian Faucher
,
Anastasis Kratsios
,
Xavier Tricoche
,
Maarten V. de Hoop
J. Comput. Phys. 2024
Readers:
Everyone
Fine-tuning Neural-Operator architectures for training and generalization
Jose Antonio Lara Benitez
,
Takashi Furuya
,
Florian Faucher
,
Xavier Tricoche
,
Maarten V. de Hoop
Published: 01 Jan 2023, Last Modified: 12 May 2023
CoRR 2023
Readers:
Everyone
Boundary-Aware Rectilinear Grid: Accurate Approximation of Unstructured Dataset into Rectilinear Grid with Solid Boundary Handling Capabilities
Dana El-Rushaidat
,
Raine Yeh
,
Xavier M. Tricoche
PacificVis 2022
Readers:
Everyone
Improved characterization of Lagrangian coherent structures through time-scale analysis
Zi'ang Ding
,
Xavier Tricoche
CoRR 2022
Readers:
Everyone
A Hybrid Lagrangian-Eulerian Model for the Structural Analysis of Multifield Datasets
Zi'ang Ding
,
Xavier Tricoche
CoRR 2022
Readers:
Everyone
Accurate parallel reconstruction of unstructured datasets on rectilinear grids
Dana El-Rushaidat
,
Raine Yeh
,
Xavier M. Tricoche
J. Vis. 2021
Readers:
Everyone
Extraction and Visualization of Poincare Map Topology for Spacecraft Trajectory Design
Xavier Tricoche
,
Wayne R. Schlei
,
Kathleen C. Howell
IEEE Trans. Vis. Comput. Graph. 2021
Readers:
Everyone
Extraction and Visualization of Poincaré Map Topology for Spacecraft Trajectory Design
Xavier Tricoche
,
Wayne R. Schlei
,
Kathleen C. Howell
CoRR 2020
Readers:
Everyone
View all 62 publications
Co-Authors
Aaron Knoll
Alex Pang
Alexander Wiebel
Alfred Anwander
Allen R. Sanderson
Anastasis Kratsios
Bernd Hamann
Carl-Fredrik Westin
Carsten H. Wolters
Charles D. Hansen
Chris R. Johnson
Chris Wyman
Christoph Garth
Christoph Kessler
Christoph M. Hoffmann
Dana El-Rushaidat
Daniel Weiskopf
Dante Basile
David M. Weinstein
David Pugmire
Dominic Schneider
Eduard Deines
Elaine Cohen
Florian Faucher
Florian Gerhardt
View all 73 co-authors