Recent preprints

Recent preprints found on arXiv, newest first. After peer review, please open a PR to move an entry into the matching Papers section.

• No-Regret Bayesian Optimization with Finite-Library Input-Warped Kernels - 2026.
• Scalable Bayesian Optimization of Composite Functions for Image-Based Inverse Problems in Materials Characterization - 2026.
• Weisfeiler-Lehman subtree encoding for Bayesian optimization of atomic configurations - 2026.
• State of Health Estimation using Convolutional and Bidirectional LSTM Neural Networks tuned by Bayesian Optimization - 2026.
• Leveraging Bayesian Optimization for Array Shape Self-Calibration in Underwater DoA Estimation - 2026.
• Tabular Deep Learning for Algorithmic Trading: Cross-Regime Bayesian Optimisation for Equity Signal Generation - 2026.
• Bayesian Optimization for Self-Driving Materials Laboratories: From Algorithms to Physics-Informed Workflows - 2026.
• GRAPE: Gradient Refinement and Progress-Aware Exploitation for Query-Efficient High-Dimensional Bayesian Optimization - 2026.
• Enhancing Bayesian Optimization and Active Learning Through Kernel Diversity - 2026.
• Physics-Informed Bayesian Optimization Warm-Starts for Sequential Convex Programming in Asteroid Surface Hopping - 2026.
• Bayesian Optimization for Practical H2 Sensors: Inverse Design of Pd-based Plasmonic Metasurfaces - 2026.
• Optimize Your Sampling: Tuned Diffusion Sampling with Bayesian Optimization - 2026.
• Bayesian Optimization of Molybdenum-99 Production by Laser Wakefield Acceleration Using Coupled PIC and Monte Carlo Simulations - 2026.
• BOCoDe: Engineering-Centered Benchmarking for Bayesian Optimization - 2026.
• Multi-Objective Bayesian Optimization for Model Merging - 2026.
• Bayesian optimization and topographic exploration of drag-reducing dimples for aerodynamic surfaces - 2026.
• Finding the Needle in a Haystack: Test-Time Analog Circuit Representation Adaptation for Bayesian Optimization - 2026.
• High-dimensional Multi-objective Bayesian Optimization with Learned Variable Interactions - 2026.
• Can Bayesian Optimization Efficiently Find a Strong Single Expert in Neural Thickets? - 2026.
• Personalized Lower-limb Exoskeleton Assistance via Preference-based Bayesian Optimization - 2026.