Pavlos Protopapas

Scientific Director, Harvard University

Joined

March 2018

Names

Pavlos Protopapas

Emails

****@seas.harvard.edu (Confirmed)

****@g.harvard.edu (Confirmed)

Personal Links

Career & Education History

Scientific Director

Harvard University (harvard.edu)

Present

Advisors, Relations & Conflicts

No relations added

Expertise

No areas of expertise listed

Publications

Chebyshev-Augmented One-Shot Transfer Learning for PINNs on Nonlinear Differential Equations
Yiqi Rao, Pavlos Protopapas
- AI&PDE Oral
- Readers: Everyone
Physics Informed Neural Networks for Magnetohydrodynamic Equations
Eva Jaillon, Pavlos Protopapas
- AI&PDE Poster
- Readers: Everyone
LEARNING EMBEDDINGS OF NON-LINEAR PDES: THE BURGERS’ EQUATION
Raul Jimenez, Pavlos Protopapas, Leonid Sarieddine, Pedro Tarancón-Álvarez
- AI&PDE Poster
- Readers: Everyone
Improved Uncertainty Quantification in Physics-Informed Neural Networks Using Error Bounds and Solution Bundles
Pablo Flores, Olga Graf, Pavlos Protopapas, Karim Pichara
- UAI 2025 Poster
- Readers: Everyone
Two-Step Bayesian PINNs for Uncertainty Estimation
Pablo Flores, Olga Graf, Pavlos Protopapas, Karim Pichara
- DLDE III Poster
- Readers: Everyone
One-Shot Transfer Learning for Nonlinear ODEs
Wanzhou Lei, Pavlos Protopapas, Joy Parikh
- DLDE III Poster
- Readers: Everyone
Generalized One-Shot Transfer Learning of Linear Ordinary and Partial Differential Equations
Hari Raval, Pavlos Protopapas
- DLDE III Poster
- Readers: Everyone
Residual-Based Error Bound for Physics-Informed Neural Networks
Shuheng Liu, Xiyue Huang, Pavlos Protopapas
- Published: 08 May 2023, Last Modified: 26 Jun 2023
- UAI 2023
- Readers: Everyone
Evaluating Error Bound for Physics-Informed Neural Networks on Linear Dynamical Systems
Shuheng Liu, Xiyue Huang, Pavlos Protopapas
- Published: 21 Oct 2022, Last Modified: 05 May 2023
- DLDE 2022 Poster
- Readers: Everyone
One-Shot Transfer Learning of Physics-Informed Neural Networks
Shaan Desai, Marios Mattheakis, Hayden Joy, Pavlos Protopapas, Stephen J. Roberts
- Published: 15 Jun 2022, Last Modified: 05 May 2023
- ICML-AI4Science Poster
- Readers: Everyone

View all 15 publications

Pavlos Protopapas

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Advisors, Relations & Conflicts

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