Giulia Pedrielli

Advanced Imaging Research (United States) — United States

Decision Sciences · Social Sciences

22h-index2.0kcitations174works12.62yr avg
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Research Topics

Simulation Techniques and Applications(56), Advanced Multi-Objective Optimization Algorithms(29), Scheduling and Optimization Algorithms(19), Advanced Queuing Theory Analysis(17), Formal Methods in Verification(14)

Publications174 total

ARCH-COMP25 Category Report: Falsification
EPiC series in computing·2025
A model aggregation approach for high-dimensional large-scale optimization
European Journal of Operational Research·2025
CLAD-Net: Continual Activity Recognition in Multi-Sensor Wearable Systems
arXiv (Cornell University)·2025Open Access
Human Digital Twin: Data, Models, Applications, and Challenges
arXiv (Cornell University)·2025Open Access
AttenGluco: Multimodal Transformer-Based Blood Glucose Forecasting on AI-READI Dataset
2025· 2 cited
Understanding the role of artificial intelligence in improving human well-being within the built environment
Building Simulation·2025
MultiCoSim: A Python-based Multi-Fidelity Co-Simulation Framework
arXiv (Cornell University)·2025Open Access
Guiding Diffusion with Deep Geometric Moments: Balancing Fidelity and Variation
arXiv (Cornell University)·2025Open Access
POCAII: Parameter Optimization with Conscious Allocation using Iterative Intelligence
arXiv (Cornell University)·2025Open Access
Falsification and Control of CPS using the Language Set of Discrete-Time Temporal Logic
2025Open Access
A gray box approach for Large Language Model-guided Natural Language to Temporal Logic Automatic Translation
2025Open Access
PySIRTEM: An Efficient Modular Simulation Platform for The Analysis of Pandemic Scenarios
2025Open Access
Branching Adaptive Surrogate Search Optimization (BASSO)
arXiv (Cornell University)·2025Open Access
Angle-controllable RNA tiles for programable array assembly and RNA sensing
Nature Communications·2025· 2 citedOpen Access
High dimensional Bayesian optimization for circuit design
Intelligent Decision Technologies·2025
AttenGluco: Multimodal Transformer-Based Blood Glucose Forecasting on AI-READI Dataset
arXiv (Cornell University)·2025· 2 citedOpen Access
ClassBO: Bayesian Optimization for Heterogeneous Functions
Lecture notes in computer science·2025
A Hybrid Approach Combining Simulation and a Queueing Model for Optimizing a Biomanufacturing System
2024· 2 cited
Multi Agent Rollout for Bayesian Optimization
2024
HyperPart-X: Probabilistic Guarantees for Parameter Mining of Signal Temporal Logic Formulas in Cyber-Physical Systems
Lecture notes in computer science·2024
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Frequent Co-authors

Logan Mathesen(10), Loo Hay Lee(9), Georgios Fainekos(9), Szu Hui Ng(7), Walter Terkaj(6), Haobin Li(5), Marco Sacco(5), Andréa Matta(5), Gidon Ernst(5), Paolo Arcaini(5), Zhenya Zhang(5), Fabio Facchinetti(4), Ek Peng Chew(4), Arianna Alfieri(4), Shakiba Yaghoubi(4), Yoriyuki Yamagata(4), Claudio Menghi(4), Tanmay Khandait(4), Burçin Becerik-Gerber(3), Zheng O’Neill(3)