logo
CanyamAI summaries for academic research
language
MobileMobile
  • Phone FeatureWeChat Mini Program
EnglishEnglish
noticeNotice
BlogBlog
delete
arrow
Back
K

Karen Willcox

University of Texas at Austin

58H-index
361Paper Count
2.2WCitation Count
Published Papers 68
Publication Date
logo
Formal Verification of Digital Twins with the Temporal Logic of Actions
errJournal of Computational Physics
IF3.8
err2026-07-13
err0
PREAI
errLuwen Huang; Ufuk Topcu; Lav R. Varshney; Karen E. Willcox
errShare
errSave
TumorTwin: a Python framework for patient-specific digital twins in oncology
errBMC Medical Informatics and Decision Making
IF3.8
err2026-05-11
err0
errOAAI
errMichael G. Kapteyn; Anirban Chaudhuri; Ernesto A. B. F. Lima; Graham Pash; Rafael Bravo; Karen E. Willcox; Thomas E. Yankeelov; David A. Hormuth II
errShare
errSave
Predictive Digital Twins with Quantified Uncertainty for Patient-Specific Decision Making in Oncology
errJournal of Computational Physics
IF3.8
err2026-04-12
err0
PREAI
errGraham Pash; Umberto Villa; David A. Hormuth; Thomas E. Yankeelov; Karen Willcox
errShare
errSave
Robust topology optimization of continuum structures under material uncertainties using multifidelity Monte Carlo
errCOMPUTER METHODS IN APPLIED MECHANICS AND ENGINEERING
IF7.3
err2026-01-21
err0
PREAI
errHyun, Jaeyub; Chaudhuri, Anirban; Willcox, Karen E.; Kim, H. Alicia
errShare
errSave
Block-Structured Operator Inference for Coupled Multiphysics Model Reduction
errAIAA JOURNAL
IF2.8
err2025-11-01
err0
PREAI
errZastrow, Benjamin G.; Chaudhuri, Anirban; Willcox, Karen E.; Ashley, Anthony; Henson, Michael Chamberlain
errShare
errSave
Non-intrusive reduced-order modeling for dynamical systems with spatially localized features
errComputer Methods in Applied Mechanics and Engineering
IF7.3
err2025-06-12
err0
errOAAI
errLeonidas Gkimisis; Nicole Aretz; Marco Tezzele; Thomas Richter; Peter Benner; Karen E. Willcox
errShare
errSave
Distributed computing for physics-based data-driven reduced modeling at scale: Application to a rotating detonation rocket engine
errCOMPUTER PHYSICS COMMUNICATIONS
IF3.4
err2025-05-27
err0
PREAI
errFarcas, Ionut-Gabriel; Gundevia, Rayomand P.; Munipalli, Ramakanth; Willcox, Karen E.
errShare
errSave
Bayesian learning with Gaussian processes for low-dimensional representations of time-dependent nonlinear systems
errPHYSICA D-NONLINEAR PHENOMENA
IF2.9
err2025-05-01
err0
errOAAI
errMcquarrie, Shane A.; Chaudhuri, Anirban; Willcox, Karen E.
errShare
errSave
Survey and perspective on verification, validation, and uncertainty quantification of digital twins for precision medicine
errNPJ DIGITAL MEDICINE
IF15.1
err2025-01-17
err2
errOAAI
errSel, Kaan; Hawkins-Daarud, Andrea; Chaudhuri, Anirban; Osman, Deen; Bahai, Ahmad; Paydarfar, David; Willcox, Karen; Chung, Caroline; Jafari, Roozbeh
errShare
errSave
Multifidelity methods for uncertainty quantification of a nonlocal model for phase changes in materials
errCOMPUTERS & STRUCTURES
IF4.8
err2024-07-01
err0
errOAAI
errKhodabakhshi, Parisa; Burkovska, Olena; Willcox, Karen; Gunzburger, Max
errShare
errSave
The role of computational science in digital twins
errNATURE COMPUTATIONAL SCIENCE
IF18.3
err2024-03-26
err8
errOAAI
errWillcox, Karen; Segundo, Brittany
errShare
errSave
Digital twins in mechanical and aerospace engineering
errNATURE COMPUTATIONAL SCIENCE
IF18.3
err2024-03-26
err4
errOAAI
errFerrari, Alberto; Willcox, Karen
errShare
errSave
Learning Nonlinear Reduced Models from Data with Operator Inference
errANNUAL REVIEW OF FLUID MECHANICS
IF30.2
err2024-01-19
err13
PREAI
errKramer, Boris; Peherstorfer, Benjamin; Willcox, Karen E.
errShare
errSave
A digital twin framework for civil engineering structures
errCOMPUTER METHODS IN APPLIED MECHANICS AND ENGINEERING
IF7.3
err2024-01-01
err34
errOAAI
errTorzoni, Matteo; Tezzele, Marco; Mariani, Stefano; Manzoni, Andrea; Willcox, Karen E.
errShare
errSave
Predictive digital twin for optimizing patient-specific radiotherapy regimens under uncertainty in high-grade gliomas
errFRONTIERS IN ARTIFICIAL INTELLIGENCE
IF4.7
err2023-10-11
err20
errOAAI
errChaudhuri, Anirban; Pash, Graham; Hormuth II, David A.; Lorenzo, Guillermo; Kapteyn, Michael; Wu, Chengyue; Lima, Ernesto A. B. F.; Yankeelov, Thomas E.; Willcox, Karen
errShare
errSave
Multi-output multilevel best linear unbiased estimators via semidefinite programming
errCOMPUTER METHODS IN APPLIED MECHANICS AND ENGINEERING
IF7.3
err2023-08-01
err4
errOAAI
errCroci, M.; Willcox, K. E.; Wright, S. J.
errShare
errSave
NONINTRUSIVE REDUCED-ORDER MODELS FOR PARAMETRIC PARTIAL DIFFERENTIAL EQUATIONS VIA DATA-DRIVEN OPERATOR INFERENCE
errSIAM JOURNAL ON SCIENTIFIC COMPUTING
IF2.6
err2023-07-25
err7
errOAAI
errMcquarrie, Shane A.; Khodabakhshi, Parisa; Willcox, Karen E.
errShare
errSave
Operator inference for non-intrusive model reduction with quadratic manifolds
errCOMPUTER METHODS IN APPLIED MECHANICS AND ENGINEERING
IF7.3
err2023-01-01
err32
errOAAI
errGeelen, Rudy; Wright, Stephen; Willcox, Karen
errShare
errSave
Learning high-dimensional parametric maps via reduced basis adaptive residual networks
errCOMPUTER METHODS IN APPLIED MECHANICS AND ENGINEERING
IF7.3
err2022-12-01
err13
errOAAI
errO'Leary-Roseberry, Thomas; Du, Xiaosong; Chaudhuri, Anirban; Martins, Joaquim R. R. A.; Willcox, Karen; Ghattas, Omar
errShare
errSave
INTERPOLATORY METHODS FOR MODEL REDUCTION
errIEEE CONTROL SYSTEMS MAGAZINE
IF6.3
err2022-12-01
err0
errOAAI
errKramer, Boris; Willcox, Karen E.; Antoulas, A. C.; Beattie, C. A.; Gugercin, S.
errShare
errSave

Research Directions

No research directions
Co-authors
Cooperation Journals
J
Joaquim R. R. A. Martins
H-index: 76 · Papers: 469
M
Max Gunzburger
H-index: 73 · Papers: 584
P
Peter Benner
H-index: 69 · Papers: 1.2K
M
Mark Girolami
H-index: 65 · Papers: 459
S
Stephen J. Wright
H-index: 62 · Papers: 356
View more