Eric F. Darve

13 papers Journal 8Unranked 3
YearRankTypeTitle / Venue / Authors
2026 J jnl
Data-driven bifurcation handling in physics-based reduced-order vascular hemodynamic models.
Comput. Methods Programs Biomed.
Natalia L. Rubio, Eric F. Darve, Alison L. Marsden
2025 J jnl
Data-Driven Bifurcation Handling in Physics-Based Reduced-Order Vascular Hemodynamic Models.
CoRR
Natalia L. Rubio, Eric F. Darve, Alison L. Marsden
2025 J jnl
Hybrid physics-based and data-driven modeling of vascular bifurcation pressure differences.
Comput. Biol. Medicine
Natalia L. Rubio, Luca Pegolotti, Martin R. Pfaller, Eric F. Darve, Alison L. Marsden
2024 J jnl
Hybrid Physics-Based and Data-Driven Modeling of Vascular Bifurcation Pressure Differences.
CoRR
Natalia L. Rubio, Luca Pegolotti, Martin R. Pfaller, Eric F. Darve, Alison L. Marsden
2024 J jnl
Multi-fidelity Hamiltonian Monte Carlo.
CoRR
Dhruv V. Patel, Jonghyun Lee, Matthew W. Farthing, Peter K. Kitanidis, Eric F. Darve
2021 J jnl
Deep learning-based fast solver of the shallow water equations.
CoRR
Mojtaba Forghani, Yizhou Qian, Jonghyun Lee, Matthew W. Farthing, Tyler J. Hesser, Peter K. Kitanidis, Eric F. Darve
2021 — conf
Preface.
AAAI Spring Symposium: MLPS
Jonghyun Lee, Eric F. Darve, Peter K. Kitanidis, Matthew W. Farthing, Tyler J. Hesser
2021 — ed.
Proceedings of the AAAI 2021 Spring Symposium on Combining Artificial Intelligence and Machine Learning with Physical Sciences, Stanford, CA, USA, March 22nd - to - 24th, 2021.
AAAI Spring Symposium: MLPS
Jonghyun Lee, Eric F. Darve, Peter K. Kitanidis, Michael W. Mahoney, Anuj Karpatne, Matthew W. Farthing, Tyler J. Hesser
2021 J jnl
Variational encoder geostatistical analysis (VEGAS) with an application to large scale riverine bathymetry.
CoRR
Mojtaba Forghani, Yizhou Qian, Jonghyun Lee, Matthew W. Farthing, Tyler J. Hesser, Peter K. Kitanidis, Eric F. Darve
2020 J jnl
Application of deep learning to large scale riverine flow velocity estimation.
CoRR
Mojtaba Forghani, Yizhou Qian, Jonghyun Lee, Matthew W. Farthing, Tyler J. Hesser, Peter K. Kitanidis, Eric F. Darve
2020 — conf
Preface.
AAAI Spring Symposium: MLPS
Jonghyun Lee, Eric F. Darve, Peter K. Kitanidis, Matthew W. Farthing, Tyler J. Hesser
2020 — ed.
Proceedings of the AAAI 2020 Spring Symposium on Combining Artificial Intelligence and Machine Learning with Physical Sciences, Stanford, CA, USA, March 23rd - to - 25th, 2020.
AAAI Spring Symposium: MLPS
Jonghyun Lee, Eric F. Darve, Peter K. Kitanidis, Matthew W. Farthing, Tyler J. Hesser
2020 — conf
Surfzone Topography-informed Deep Learning Techniques to Nearshore Bathymetry with Sparse Measurements.
AAAI Spring Symposium: MLPS
Yizhou Qian, Hojat Ghorbanidehno, Matthew W. Farthing, Ty Hesser, Peter K. Kitanidis, Eric F. Darve