Emergent Transfer of a Physics Foundation Model from Simulation to Laboratory Turbulence
Fuente:
arXiv
Saved in:
| Main Authors: | Mukhopadhyay, Payel, Nixon, Stefan S., Watteaux, Romain, McCabe, Michael, Bietti, Alberto, Cho, Kyunghyun, Diaconu, Cristiana, Morales, Irina Espejo, Fouhey, David, Golkar, Siavash, Hehir, Tom, Ho, Shirley, Kovalic, Jake, Krawezik, Geraud, Lanusse, Francois, Marwah, Tanya, Morel, Rudy, Pettee, Mariel, Qu, Helen, Shen, Jeff, Sotoudeh, Hadi, Dalziel, Stuart B., Cranmer, Miles |
|---|---|
| Format: | Preprint |
| Published: |
2026
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
Walrus: A Cross-Domain Foundation Model for Continuum Dynamics
by: McCabe, Michael, et al.
Published: (2025)
by: McCabe, Michael, et al.
Published: (2025)
xVal: A Continuous Numerical Tokenization for Scientific Language Models
by: Golkar, Siavash, et al.
Published: (2023)
by: Golkar, Siavash, et al.
Published: (2023)
Multiple Physics Pretraining for Physical Surrogate Models
by: McCabe, Michael, et al.
Published: (2023)
by: McCabe, Michael, et al.
Published: (2023)
AstroCLIP: A Cross-Modal Foundation Model for Galaxies
by: Parker, Liam, et al.
Published: (2023)
by: Parker, Liam, et al.
Published: (2023)
Contextual Counting: A Mechanistic Study of Transformers on a Quantitative Task
by: Golkar, Siavash, et al.
Published: (2024)
by: Golkar, Siavash, et al.
Published: (2024)
Predicting partially observable dynamical systems via diffusion models with a multiscale inference scheme
by: Morel, Rudy, et al.
Published: (2025)
by: Morel, Rudy, et al.
Published: (2025)
MIMIC: A Generative Multimodal Foundation Model for Biomolecules
by: Golkar, Siavash, et al.
Published: (2026)
by: Golkar, Siavash, et al.
Published: (2026)
AION-1: Omnimodal Foundation Model for Astronomical Sciences
by: Parker, Liam, et al.
Published: (2025)
by: Parker, Liam, et al.
Published: (2025)
Probabilistic Retrofitting of Learned Simulators
by: Diaconu, Cristiana, et al.
Published: (2026)
by: Diaconu, Cristiana, et al.
Published: (2026)
What's In Your Field? Mapping Scientific Research with Knowledge Graphs and Large Language Models
by: Das, Abhipsha, et al.
Published: (2025)
by: Das, Abhipsha, et al.
Published: (2025)
Universal Spectral Tokenization via Self-Supervised Panchromatic Representation Learning
by: Shen, Jeff, et al.
Published: (2025)
by: Shen, Jeff, et al.
Published: (2025)
Physics Steering: Causal Control of Cross-Domain Concepts in a Physics Foundation Model
by: Fear, Rio Alexa, et al.
Published: (2025)
by: Fear, Rio Alexa, et al.
Published: (2025)
Overtone: Cyclic Patch Modulation for Clean, Efficient, and Flexible Physics Emulators
by: Mukhopadhyay, Payel, et al.
Published: (2025)
by: Mukhopadhyay, Payel, et al.
Published: (2025)
On the Value of Tokeniser Pretraining in Physics Foundation Models
by: Sotoudeh, Hadi, et al.
Published: (2026)
by: Sotoudeh, Hadi, et al.
Published: (2026)
Representation Learning for Spatiotemporal Physical Systems
by: Qu, Helen, et al.
Published: (2026)
by: Qu, Helen, et al.
Published: (2026)
Protein Design with Agent Rosetta: A Case Study for Specialized Scientific Agents
by: Teneggi, Jacopo, et al.
Published: (2026)
by: Teneggi, Jacopo, et al.
Published: (2026)
Multimodal Datasets with Controllable Mutual Information
by: Hashmani, Raheem Karim, et al.
Published: (2025)
by: Hashmani, Raheem Karim, et al.
Published: (2025)
Joint Embeddings Go Temporal
by: Ennadir, Sofiane, et al.
Published: (2025)
by: Ennadir, Sofiane, et al.
Published: (2025)
The Coming Generation of Computer Proficient Students: What It May Mean for Libraries.
by: McCabe, Gerard B., et al.
Published: (1994)
by: McCabe, Gerard B., et al.
Published: (1994)
one-dimensional axial strain
by: McCabe, David
Published: (2025)
by: McCabe, David
Published: (2025)
A Square Matrix Classification Scheme
by: McCabe, David
Published: (2025)
by: McCabe, David
Published: (2025)
A Smoking-Gun Resolution of the Hubble Tension: Parameter-Free Local-Global Mapping
by: McCabe, Luke
Published: (2026)
by: McCabe, Luke
Published: (2026)
A Parameter-Free, First Principles Dual Derivation of the Cosmological Constant: The 25/12 Consilience in Chrono Singularity Unification
by: McCabe, Luke
Published: (2026)
by: McCabe, Luke
Published: (2026)
A Parameter-Free, First Principles Dual Derivation of the Cosmological Constant: The 25/12 Consilience in Chrono Singularity Unification
by: McCabe, Luke
Published: (2026)
by: McCabe, Luke
Published: (2026)
A Zero-Parameter Derivation of String Theory: Resolving the Landscape Problem.
by: McCabe, Luke
Published: (2026)
by: McCabe, Luke
Published: (2026)
correction: second difference matrix dimension reduction
by: McCabe, David
Published: (2025)
by: McCabe, David
Published: (2025)
The Zero-Parameter SymPy-Physics Complete Validation of String Theory From First Principles with CSU Framework
by: McCabe, Luke
Published: (2026)
by: McCabe, Luke
Published: (2026)
Race, Tea and Colonial Resettlement
by: McCabe, Jane
Published: (2019)
by: McCabe, Jane
Published: (2019)
Begging, Charity and Religion in Pre-Famine Ireland
by: McCabe, Ciarán
Published: (2019)
by: McCabe, Ciarán
Published: (2019)
Se extrae la energía humana de Venezuela : Creación de nuevas asociaciones para el desarrollo / Michael McCabe
by: McCabe, Michael
Published: (1995)
by: McCabe, Michael
Published: (1995)
If It Is To Be, It Is Up to Me To Help: Helping Anyone Overcome Reading/Spelling Problems. A Tutor's Text for Volunteer Tutors Such as Parents, Spouses, or Friends of Dyslexics.
by: McCabe, Don
Published: (1991)
by: McCabe, Don
Published: (1991)
Cooperative Serials Plan Eases Space Problems.
by: McCabe, Tim
Published: (1982)
by: McCabe, Tim
Published: (1982)
Forced hospitalization is not public health
by: Phil McCabe
Published: (2025)
by: Phil McCabe
Published: (2025)
Learning Likelihood Ratios with Neural Network Classifiers
by: Rizvi, Shahzar, et al.
Published: (2023)
by: Rizvi, Shahzar, et al.
Published: (2023)
Lost in Latent Space: An Empirical Study of Latent Diffusion Models for Physics Emulation
by: Rozet, François, et al.
Published: (2025)
by: Rozet, François, et al.
Published: (2025)
Editorial Commentary: Timely Treatment of Femoroacetabular Impingement Syndrome Both Treats Ongoing Hip Symptoms and Mitigates Future Cartilage Damage and Osteoarthritis
by: Michael P. McCabe
Published: (2024)
by: Michael P. McCabe
Published: (2024)
A true human experience
by: Daniel J. McCabe
Published: (2025)
by: Daniel J. McCabe
Published: (2025)
Operaciones unitarias en ingeniería química / Warren L. McCabe, Julian C. Smith, Peter Harriott ; revisión técnica de la traducción Elita Guardiola Formento ... [et al.]
by: McCabe, Warren L
Published: (1991)
by: McCabe, Warren L
Published: (1991)
Operaciones unitarias en ingeniería química / Warren L. McCabe, Julian C. Smith, Peter Harriott ; traducción María Aurora Lanto Arriola
by: McCabe, Warren L
by: McCabe, Warren L
Operaciones b sicas de ingeniería química / Warren L. McCabe, Julian C. Smith, Peter Harriot ; traducción de Elita Guardiola Formento ... [et al.]
by: McCabe, Warren L
by: McCabe, Warren L
Similar Items
-
Walrus: A Cross-Domain Foundation Model for Continuum Dynamics
by: McCabe, Michael, et al.
Published: (2025) -
xVal: A Continuous Numerical Tokenization for Scientific Language Models
by: Golkar, Siavash, et al.
Published: (2023) -
Multiple Physics Pretraining for Physical Surrogate Models
by: McCabe, Michael, et al.
Published: (2023) -
AstroCLIP: A Cross-Modal Foundation Model for Galaxies
by: Parker, Liam, et al.
Published: (2023) -
Contextual Counting: A Mechanistic Study of Transformers on a Quantitative Task
by: Golkar, Siavash, et al.
Published: (2024)