ResearchTrend.AI
  • Papers
  • Communities
  • Events
  • Blog
  • Pricing
Papers
Communities
Social Events
Terms and Conditions
Pricing
Parameter LabParameter LabTwitterGitHubLinkedInBlueskyYoutube

© 2025 ResearchTrend.AI, All rights reserved.

  1. Home
  2. Papers
  3. 2203.05164
  4. Cited By
Discrepancy Modeling Framework: Learning missing physics, modeling
  systematic residuals, and disambiguating between deterministic and random
  effects

Discrepancy Modeling Framework: Learning missing physics, modeling systematic residuals, and disambiguating between deterministic and random effects

10 March 2022
Megan R. Ebers
K. Steele
J. Nathan Kutz
ArXivPDFHTML

Papers citing "Discrepancy Modeling Framework: Learning missing physics, modeling systematic residuals, and disambiguating between deterministic and random effects"

6 / 6 papers shown
Title
Deep learning for model correction of dynamical systems with data
  scarcity
Deep learning for model correction of dynamical systems with data scarcity
Caroline Tatsuoka
Dongbin Xiu
18
0
0
23 Oct 2024
Structural Constraints for Physics-augmented Learning
Structural Constraints for Physics-augmented Learning
Simon Kuang
Xinfan Lin
PINN
26
0
0
07 Oct 2024
Response Estimation and System Identification of Dynamical Systems via
  Physics-Informed Neural Networks
Response Estimation and System Identification of Dynamical Systems via Physics-Informed Neural Networks
M. Haywood-Alexander
Giacamo Arcieri
A. Kamariotis
Eleni Chatzi
21
1
0
02 Oct 2024
Correcting model misspecification in physics-informed neural networks
  (PINNs)
Correcting model misspecification in physics-informed neural networks (PINNs)
Zongren Zou
Xuhui Meng
George Karniadakis
PINN
16
40
0
16 Oct 2023
Low-dimensional Data-based Surrogate Model of a Continuum-mechanical
  Musculoskeletal System Based on Non-intrusive Model Order Reduction
Low-dimensional Data-based Surrogate Model of a Continuum-mechanical Musculoskeletal System Based on Non-intrusive Model Order Reduction
Jonas Kneifl
D. Rosin
Oliver Röhrle
Jörg Fehr
AI4CE
19
13
0
13 Feb 2023
Auto-differentiable Ensemble Kalman Filters
Auto-differentiable Ensemble Kalman Filters
Yuming Chen
D. Sanz-Alonso
Rebecca Willett
32
33
0
16 Jul 2021
1