Stefano Marelli

Decision Sciences · Social Sciences

27h-index4.2kcitations197works1.72yr avg
OpenAlex↗ORCID↗Google Scholar↗

Accepting Students?

No reports yet. Know if this professor is taking students?

Research Topics

Probabilistic and Robust Engineering Design(86), Advanced Multi-Objective Optimization Algorithms(37), Structural Health Monitoring Techniques(24), Seismic Imaging and Inversion Techniques(23), Geophysical Methods and Applications(18)

Publications194 total

Probabilistic function-on-function nonlinear autoregressive model for emulation and reliability analysis of dynamical systems
arXiv (Cornell University)·2026Open Access
Probabilistic function-on-function nonlinear autoregressive model for emulation and reliability analysis of dynamical systems
ArXiv.org·2026Open Access
Surrogate-accelerated Bayesian Inversion for Exoplanet Interior Characterization
The Astrophysical Journal·2026Open Access
Surrogate-Accelerated Bayesian Inversion for Exoplanet Interior Characterization
arXiv (Cornell University)·2025Open Access
SEQUENTIAL EXPERIMENTAL DESIGN OF HYBRID SIMULATIONS FOR BAYESIAN CALIBRATION OF COMPUTATIONAL SIMULATORS
World Conference of Earthquake Engineering·2025· 1 citedOpen Access
mNARX+: A surrogate model for complex dynamical systems using manifold-NARX and automatic feature selection
Computer Methods in Applied Mechanics and Engineering·2025Open Access
MF-GLaM: A multifidelity stochastic emulator using generalized lambda models
Computer Methods in Applied Mechanics and Engineering·2025· 1 citedOpen Access
glioblastomaEHRsData: Descriptive Analysis on Three Glioblastoma EHRs Datasets
2025Open Access
Bayesian full waveform inversion with sequential surrogate model refinement
Geophysical Journal International·2025Open Access
High- versus low-fidelity simulation training for emergency front of neck access: A prospective observational study in a Swiss anesthesiology department
Saudi Journal of Anaesthesia·2025Open Access
Orbital Cellutitis and Peri-Zygomatic Cutaneous Fistula After Monolateral Double Zygomatic Implant Placement: Case Report and Narrative Literature Review
Dentistry Journal·2025Open Access
mNARX+: A surrogate model for complex dynamical systems using manifold-NARX and automatic feature selection
arXiv (Cornell University)·2025Open Access
Surrogate modeling for uncertainty quantification in nonlinear dynamics
arXiv (Cornell University)·2025Open Access
MF-GLaM: A multifidelity stochastic emulator using generalized lambda models
arXiv (Cornell University)·2025Open Access
AL-SPCE -- Reliability analysis for nondeterministic models using stochastic polynomial chaos expansions and active learning
ArXiv.org·2025Open Access
Reliability analysis for non-deterministic limit-states using stochastic emulators
Structural Safety·2025· 4 citedOpen Access
Surrogate modeling with functional nonlinear autoregressive models (<mml:math xmlns:mml="http://www.w3.org/1998/Math/MathML" altimg="si416.svg" display="inline" id="d1e1337"><mml:mi mathvariant="script">F</mml:mi></mml:math>-NARX)
Reliability Engineering & System Safety·2025· 2 citedOpen Access
Pericapsular Nerve Group (PENG) Associated with Lateral Femoral Cutaneous Nerve (LFCN) Block Versus Fascia Iliaca Compartment Block (FICB) for Total Hip Replacement Surgery: Double-Blind Randomized Controlled Trial
Journal of Personalized Medicine·2025· 2 citedOpen Access
Uncertainty-Aware Multifidelity Surrogate Modeling with Noisy Data
ASCE-ASME Journal of Risk and Uncertainty in Engineering Systems Part A Civil Engineering·2025· 2 cited
Bayesian full waveform inversion with sequential surrogate model refinement
arXiv (Cornell University)·2025Open Access
page 1 of 10Next →

Frequent Co-authors

Bruno Sudret(32), Hansruedi Maurer(7), Stewart Greenhalgh(6), Edgar Manukyan(6), Christos Lataniotis(4), Maliki Moustapha(3), Mischa Knabenhans(3), Joachim Stadel(3), Giuseppe Abbiati(3), Alan G. Green(3), Paul‐Remo Wagner(3), D. Potter(2), Romain Teyssier(2), Aurel Schneider(2), C. Burigana(2), C. S. Carvalho(2), H. Kurki‐Suonio(2), Emiliano Torre(2), Paul Embrechts(2), Loïc Le Gratiet(2)