Adaptive Online Emulation for Accelerating Complex Physical Simulations
Fuente:
arXiv
Saved in:
| Main Authors: | Tahseen, Tara P. A., Nikolaou, Nikolaos, Simões, Luís F., Yip, Kai Hou, Mendonça, João M., Waldmann, Ingo P. |
|---|---|
| Format: | Preprint |
| Published: |
2025
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
Extreme Learning Machines for Exoplanet Simulations: A Faster, Lightweight Alternative to Deep Learning
by: Tahseen, Tara P. A., et al.
Published: (2025)
by: Tahseen, Tara P. A., et al.
Published: (2025)
Enhancing 3D Planetary Atmosphere Simulations with a Surrogate Radiative Transfer Model
by: Tahseen, Tara P. A., et al.
Published: (2024)
by: Tahseen, Tara P. A., et al.
Published: (2024)
Investigating the Influence of Asymmetric Errors on Retrievals of Exoplanet Transmission Spectra
by: Davey, Jack J., et al.
Published: (2025)
by: Davey, Jack J., et al.
Published: (2025)
The effect of spectroscopic binning on atmospheric retrievals
by: Davey, Jack J., et al.
Published: (2024)
by: Davey, Jack J., et al.
Published: (2024)
A public dataset of Ariel simulated observations for developing exoplanetary atmosphere data reduction pipelines
by: Mugnai, Lorenzo V., et al.
Published: (2026)
by: Mugnai, Lorenzo V., et al.
Published: (2026)
PERTURB-c: Correlation Aware Perturbation Explainability for Regression Techniques to Understand Retrieval Black-boxes
by: Clarke, Jools D., et al.
Published: (2026)
by: Clarke, Jools D., et al.
Published: (2026)
Operational range bounding of spectroscopy models with anomaly detection
by: Simões, Luís F., et al.
Published: (2024)
by: Simões, Luís F., et al.
Published: (2024)
OLÉ -- Online Learning Emulation in Cosmology
by: Günther, Sven, et al.
Published: (2025)
by: Günther, Sven, et al.
Published: (2025)
Towards atmospheric retrievals of panchromatic light-curves: ExPLOR-ing generalized inversion techniques for transiting exoplanets with JWST and Ariel
by: Changeat, Quentin, et al.
Published: (2024)
by: Changeat, Quentin, et al.
Published: (2024)
Knobs and dials of retrieving JWST transmission spectra. II. Impacts of pipeline-level differences on retrieval posteriors
by: Schleich, Simon, et al.
Published: (2025)
by: Schleich, Simon, et al.
Published: (2025)
Knobs and dials of retrieving JWST transmission spectra. I. The importance of p-T profile complexity
by: Schleich, Simon, et al.
Published: (2024)
by: Schleich, Simon, et al.
Published: (2024)
Range Emulator: A Compact Paraxial Optical System to Emulate Long-Distance Monochromatic Laser Propagation
by: Shibai, Subaru, et al.
Published: (2026)
by: Shibai, Subaru, et al.
Published: (2026)
Emulating CO Line Radiative Transfer with Deep Learning
by: Su, Shiqi, et al.
Published: (2025)
by: Su, Shiqi, et al.
Published: (2025)
First Light for the GRAVITY+ Adaptive Optics: Extreme Adaptive Optics for the Very Large Telescope Interferometer
by: Collaboration, GRAVITY+, et al.
Published: (2025)
by: Collaboration, GRAVITY+, et al.
Published: (2025)
Magnetic Field Simulation and Correlated Low-Frequency Noise Subtraction for an In-Orbit Demonstrator of Magnetic Measurements
by: Maria-Moreno, Cristian, et al.
Published: (2024)
by: Maria-Moreno, Cristian, et al.
Published: (2024)
FREmu: Power Spectrum Emulator for $f(R)$ Gravity
by: Bai, Jiachen, et al.
Published: (2024)
by: Bai, Jiachen, et al.
Published: (2024)
Blade Antenna-SDR System Prototype for the CANTAR Global 21-cm Experiment: Simulations, Measurements, and In-Situ Results
by: Mosquera, F. P., et al.
Published: (2025)
by: Mosquera, F. P., et al.
Published: (2025)
The Online Observation Quality System Implementation for the ASTRI Mini-Array Project
by: Castaldini, L., et al.
Published: (2024)
by: Castaldini, L., et al.
Published: (2024)
The IceCube Neutrino Observatory: Instrumentation and Online Systems
by: IceCube Collaboration, et al.
Published: (2016)
by: IceCube Collaboration, et al.
Published: (2016)
Emulating Radiative Transfer in Astrophysical Environments
by: Rost, Rune, et al.
Published: (2025)
by: Rost, Rune, et al.
Published: (2025)
nuGAN: Generative Adversarial Emulator for Cosmic Web with Neutrinos
by: Kaushal, Neerav, et al.
Published: (2025)
by: Kaushal, Neerav, et al.
Published: (2025)
AutoKnots: Adaptive Knot Allocation for Spline Interpolation
by: Vitenti, Sandro D. P., et al.
Published: (2024)
by: Vitenti, Sandro D. P., et al.
Published: (2024)
Hierarchical Simulation-Based Inference of Supernova Power Sources and their Physical Properties
by: Vidal, Edgar P., et al.
Published: (2025)
by: Vidal, Edgar P., et al.
Published: (2025)
Caustics: A Python Package for Accelerated Strong Gravitational Lensing Simulations
by: Stone, Connor, et al.
Published: (2024)
by: Stone, Connor, et al.
Published: (2024)
The Online Data Filter for the KM3NeT Neutrino Telescopes
by: Adriani, O., et al.
Published: (2025)
by: Adriani, O., et al.
Published: (2025)
A Simulation Framework for the LiteBIRD Instruments
by: Tomasi, M., et al.
Published: (2025)
by: Tomasi, M., et al.
Published: (2025)
Using Symbolic Regression to Emulate the Radial Fourier Transform of the Sérsic profile for Fast, Accurate and Differentiable Galaxy Profile Fitting
by: Miller, Tim B., et al.
Published: (2025)
by: Miller, Tim B., et al.
Published: (2025)
$\texttt{synax}$: A Differentiable and GPU-accelerated Synchrotron Simulation Package
by: Diao, Kangning, et al.
Published: (2024)
by: Diao, Kangning, et al.
Published: (2024)
Uncertainty-aware and Data-efficient Cosmological Emulation using Gaussian Processes and PCA
by: Günther, Sven
Published: (2023)
by: Günther, Sven
Published: (2023)
Astrometric planet search around southern ultracool dwarfs IV. Relative motion of the FORS2/VLT CCD chips
by: Lazorenko, P. F., et al.
Published: (2019)
by: Lazorenko, P. F., et al.
Published: (2019)
Sidelobe Modification for an Offset Gregorian Reflector System using a Reconfigurable Intelligent Surface-Equipped Subreflector
by: Ellingson, S. W., et al.
Published: (2025)
by: Ellingson, S. W., et al.
Published: (2025)
The Simultaneous Operation of a Controllable Segmented Primary Mirror and Single Conjugate Adaptive Optics System part 2 -- Simulated Operation
by: Calvin, Benjamin, et al.
Published: (2025)
by: Calvin, Benjamin, et al.
Published: (2025)
Simulating the Stellar Bycatch: Constraining the Prevalence of Extraterrestrial Transmitters within Radio SETI Surveys
by: Mason, Louisa A., et al.
Published: (2025)
by: Mason, Louisa A., et al.
Published: (2025)
Dartmouth Stellar Evolution Emulator (DSEE) 1: Generative Stellar Evolution Model Database
by: Jiaqi, et al.
Published: (2026)
by: Jiaqi, et al.
Published: (2026)
Emulating Global 21 cm Cosmology Observations from the Lunar Far Side to Achieve Quick and Reliable Physical Constraints
by: Jones, J. Dorigo, et al.
Published: (2025)
by: Jones, J. Dorigo, et al.
Published: (2025)
Scaling Laws for Emulation of Stellar Spectra
by: Różański, Tomasz, et al.
Published: (2025)
by: Różański, Tomasz, et al.
Published: (2025)
MACE: A Machine learning Approach to Chemistry Emulation
by: Maes, S., et al.
Published: (2024)
by: Maes, S., et al.
Published: (2024)
Symbolic Emulators for Cosmology: Accelerating Cosmological Analyses Without Sacrificing Precision
by: Bartlett, Deaglan J., et al.
Published: (2025)
by: Bartlett, Deaglan J., et al.
Published: (2025)
Simulating Roman+Gaia Combined Astrometry, Parallaxes, and Proper Motions
by: McKinnon, Kevin A., et al.
Published: (2026)
by: McKinnon, Kevin A., et al.
Published: (2026)
Accelerating FRB Search: Dataset and Methods
by: Guo, Xuerong, et al.
Published: (2024)
by: Guo, Xuerong, et al.
Published: (2024)
Similar Items
-
Extreme Learning Machines for Exoplanet Simulations: A Faster, Lightweight Alternative to Deep Learning
by: Tahseen, Tara P. A., et al.
Published: (2025) -
Enhancing 3D Planetary Atmosphere Simulations with a Surrogate Radiative Transfer Model
by: Tahseen, Tara P. A., et al.
Published: (2024) -
Investigating the Influence of Asymmetric Errors on Retrievals of Exoplanet Transmission Spectra
by: Davey, Jack J., et al.
Published: (2025) -
The effect of spectroscopic binning on atmospheric retrievals
by: Davey, Jack J., et al.
Published: (2024) -
A public dataset of Ariel simulated observations for developing exoplanetary atmosphere data reduction pipelines
by: Mugnai, Lorenzo V., et al.
Published: (2026)