| OpenBox: A Generalized Black-box Optimization Service | Jun 1, 2021 | Experimental DesignTransfer Learning | CodeCode Available | 1 |
| A new framework for experimental design using Bayesian Evidential Learning: the case of wellhead protection area | May 12, 2021 | Bayesian InferenceExperimental Design | CodeCode Available | 1 |
| Bayesian Algorithm Execution: Estimating Computable Properties of Black-box Functions Using Mutual Information | Apr 19, 2021 | Bayesian OptimizationExperimental Design | CodeCode Available | 1 |
| Deep Adaptive Design: Amortizing Sequential Bayesian Experimental Design | Mar 3, 2021 | Experimental Design | CodeCode Available | 1 |
| Conditional Image Generation by Conditioning Variational Auto-Encoders | Feb 24, 2021 | Conditional Image GenerationExperimental Design | CodeCode Available | 1 |
| Correct block-design experiments mitigate temporal correlation bias in EEG classification | Nov 25, 2020 | ClassificationEEG | CodeCode Available | 1 |
| Attention-Based Transformers for Instance Segmentation of Cells in Microstructures | Nov 19, 2020 | Cell DetectionCell Segmentation | CodeCode Available | 1 |
| Experimental design for MRI by greedy policy search | Oct 30, 2020 | Experimental DesignPolicy Gradient Methods | CodeCode Available | 1 |
| With Little Power Comes Great Responsibility | Oct 13, 2020 | Experimental DesignMachine Translation | CodeCode Available | 1 |
| Deep Local Volatility | Jul 20, 2020 | Deep LearningExperimental Design | CodeCode Available | 1 |
| Output-Weighted Optimal Sampling for Bayesian Experimental Design and Uncertainty Quantification | Jun 22, 2020 | Active LearningExperimental Design | CodeCode Available | 1 |
| Uncertainty Quantification Using Neural Networks for Molecular Property Prediction | May 20, 2020 | Drug DiscoveryExperimental Design | CodeCode Available | 1 |
| Autoencoders for Unsupervised Anomaly Segmentation in Brain MR Images: A Comparative Study | Apr 7, 2020 | AnatomyAnomaly Detection | CodeCode Available | 1 |
| Investigating naturalistic hand movements by behavior mining in long-term video and neural recordings | Jan 23, 2020 | Experimental Design | CodeCode Available | 1 |
| BINOCULARS for Efficient, Nonmyopic Sequential Experimental Design | Sep 10, 2019 | Bayesian OptimizationExperimental Design | CodeCode Available | 1 |
| A Bayesian Model of Dose-Response for Cancer Drug Studies | Jun 10, 2019 | DenoisingDrug Discovery | CodeCode Available | 1 |
| Creation and analysis of biochemical constraint-based models: the COBRA Toolbox v3.0 | Oct 11, 2017 | Experimental Design | CodeCode Available | 1 |
| Empirical evaluation of scoring functions for Bayesian network model selection | Sep 11, 2012 | Experimental DesignModel Selection | CodeCode Available | 1 |
| Goal-Oriented Sequential Bayesian Experimental Design for Causal Learning | Jul 10, 2025 | Experimental Design | —Unverified | 0 |
| Optimal Design of Experiment for Electrochemical Parameter Identification of Li-ion Battery via Deep Reinforcement Learning | Jun 23, 2025 | Deep Reinforcement LearningExperimental Design | —Unverified | 0 |
| Experimental Design for Semiparametric Bandits | Jun 16, 2025 | Experimental Design | —Unverified | 0 |
| Optimal experiment design for practical parameter identifiability and model discrimination | Jun 12, 2025 | Experimental Design | —Unverified | 0 |
| Efficient Preference-Based Reinforcement Learning: Randomized Exploration Meets Experimental Design | Jun 11, 2025 | Experimental Designreinforcement-learning | —Unverified | 0 |
| Comment on The Illusion of Thinking: Understanding the Strengths and Limitations of Reasoning Models via the Lens of Problem Complexity | Jun 10, 2025 | Experimental Design | —Unverified | 0 |
| Generalization Analysis for Bayesian Optimal Experiment Design under Model Misspecification | Jun 9, 2025 | Drug DiscoveryExperimental Design | —Unverified | 0 |
| ALINE: Joint Amortization for Bayesian Inference and Active Data Acquisition | Jun 8, 2025 | Active LearningBayesian Inference | CodeCode Available | 0 |
| Improved Regret Bounds for Linear Bandits with Heavy-Tailed Rewards | Jun 5, 2025 | Experimental DesignMulti-Armed Bandits | —Unverified | 0 |
| Assessing parameter identifiability of a hemodynamics PDE model using spectral surrogates and dimension reduction | Jun 5, 2025 | Dimensionality ReductionExperimental Design | CodeCode Available | 0 |
| Probabilistic Factorial Experimental Design for Combinatorial Interventions | Jun 3, 2025 | Experimental Design | —Unverified | 0 |
| Exposing the Impact of GenAI for Cybercrime: An Investigation into the Dark Side | May 29, 2025 | Experimental DesignTime Series Analysis | —Unverified | 0 |
| Causal Inference for Experiments with Latent Outcomes: Key Results and Their Implications for Design and Analysis | May 28, 2025 | Causal InferenceExperimental Design | —Unverified | 0 |
| Advancing the Scientific Method with Large Language Models: From Hypothesis to Discovery | May 22, 2025 | Experimental Design | —Unverified | 0 |
| A suite of LMs comprehend puzzle statements as well as humans | May 13, 2025 | Experimental Design | —Unverified | 0 |
| Behind the Noise: Conformal Quantile Regression Reveals Emergent Representations | May 13, 2025 | DenoisingExperimental Design | —Unverified | 0 |
| Constrained Online Decision-Making: A Unified Framework | May 11, 2025 | Active Learningcounterfactual | —Unverified | 0 |
| A CRISP approach to QSP: XAI enabling fit-for-purpose models | May 5, 2025 | Experimental Design | —Unverified | 0 |
| Neurodivergent Influenceability as a Contingent Solution to the AI Alignment Problem | May 5, 2025 | Experimental DesignMathematical Proofs | —Unverified | 0 |
| Decoding Open-Ended Information Seeking Goals from Eye Movements in Reading | May 4, 2025 | Experimental Design | —Unverified | 0 |
| Fusing Foveal Fixations Using Linear Retinal Transformations and Bayesian Experimental Design | May 2, 2025 | Experimental Design | —Unverified | 0 |
| Can LLMs Help Improve Analogical Reasoning For Strategic Decisions? Experimental Evidence from Humans and GPT-4 | May 1, 2025 | Decision MakingExperimental Design | —Unverified | 0 |
| OmicsQ: A User-Friendly Platform for Interactive Quantitative Omics Data Analysis | Apr 28, 2025 | Experimental DesignImputation | CodeCode Available | 0 |
| Real-Time Optimal Design of Experiment for Parameter Identification of Li-Ion Cell Electrochemical Model | Apr 22, 2025 | Experimental DesignReinforcement Learning (RL) | —Unverified | 0 |
| Effects of Price Regulations on Service Utilization and Public Insurance Costs: Evidence from Telehealth Parity Laws | Apr 21, 2025 | Experimental Design | —Unverified | 0 |
| Evaluating LLMs on Chinese Topic Constructions: A Research Proposal Inspired by Tian et al. (2024) | Apr 21, 2025 | Experimental DesignSensitivity | —Unverified | 0 |
| Gradient-Free Sequential Bayesian Experimental Design via Interacting Particle Systems | Apr 17, 2025 | Experimental Design | —Unverified | 0 |
| Using customized GPT to develop prompting proficiency in architectural AI-generated images | Apr 16, 2025 | Experimental DesignPrompt Engineering | —Unverified | 0 |
| Dimension reduction for derivative-informed operator learning: An analysis of approximation errors | Apr 11, 2025 | Dimensionality ReductionExperimental Design | —Unverified | 0 |
| Resurrecting Socrates in the Age of AI: A Study Protocol for Evaluating a Socratic Tutor to Support Research Question Development in Higher Education | Apr 5, 2025 | ChatbotExperimental Design | —Unverified | 0 |
| Diffusion Active Learning: Towards Data-Driven Experimental Design in Computed Tomography | Apr 4, 2025 | Active LearningComputed Tomography (CT) | —Unverified | 0 |
| Multi-Variable Batch Bayesian Optimization in Materials Research: Synthetic Data Analysis of Noise Sensitivity and Problem Landscape Effects | Apr 4, 2025 | Bayesian OptimizationExperimental Design | —Unverified | 0 |