| 1 |
| 16S | A Transformer Foundation Model for Microbiome Science: Cross-Study Generalization and Automated Discovery |
| a |
| Adapting rather than Retraining | Not Quite Anything: Overcoming SAM’s Limitations for 3D Medical Imaging |
| advection-diffusion PDE system | Diffusion with Attention for Inverse Optimization |
| Agent-as-a-Judge | LARC: Towards Human-level Constrained Retrosynthesis Planning through an Agentic Framework |
| Agentic AI | Agentic Knowledge Graph Traversal in Protein-Protein Relation Grounding |
| Agentic Framework | OmniScience: A Domain-Specialized LLM for Scientific Reasoning and Discovery |
| Agentic systems for scientific simulation | Ask WhAI: Probing Belief Formation in Role-Primed LLM Agents |
| AI for physics | Diffusion with Attention for Inverse Optimization |
| AI for Science | Agentic Knowledge Graph Traversal in Protein-Protein Relation Grounding |
| AI-assisted programming | A Vision for Sustainable AI-Assisted Development: Semantic Retrieval for Efficient AI Code Generation |
| Artificial Intelligence | AI as an Accelerant for the Learning Sciences: Opportunities, Risks, and a Vision for the Future |
| Artificial Intelligence in Healthcare | Unveiling Fibromyalgia Research Frontiers: Transformer-Based Topic and Sentiment Modeling for Biomedical Meta-Analysis |
| b |
| Battery research | OmniScience: A Domain-Specialized LLM for Scientific Reasoning and Discovery |
| behavioral science | Synthetic AI Agents for Experimental Social Science |
| Belief formation in foundation models | Ask WhAI: Probing Belief Formation in Role-Primed LLM Agents |
| Biology | Agentic Knowledge Graph Traversal in Protein-Protein Relation Grounding |
| Biomedical Natural Language Processing | Unveiling Fibromyalgia Research Frontiers: Transformer-Based Topic and Sentiment Modeling for Biomedical Meta-Analysis |
| c |
| ChatGPT | Framework for 10X Acceleration of Open Clinical AI Science |
| Clinical documents | Identifying High-Risk Cancer Patients on Breast Cancer Pathology Reports with Large Language Models |
| clinical science | Framework for 10X Acceleration of Open Clinical AI Science |
| clinical trial | Gaining Insight into Brain Damage and Rehabilitation through Digital Twins |
| Cognitive impairment detection | Real-World Car Talk: A Digital Biomarker of Cognitive Trajectory |
| Constrained retrosynthesis planning | LARC: Towards Human-level Constrained Retrosynthesis Planning through an Agentic Framework |
| context optimization | A Vision for Sustainable AI-Assisted Development: Semantic Retrieval for Efficient AI Code Generation |
| Context-Aware AI | Edge AI Agent Design for Policy-Aware Urban Waste Management |
| d |
| data augmentation | Revisiting SUDEP Risk Prediction via Data Augmentation |
| deep learning | Domain Knowledge Infused Generative Models for Drug Discovery Synthetic Data
Real-World Car Talk: A Digital Biomarker of Cognitive Trajectory |
| Diet | A Transformer Foundation Model for Microbiome Science: Cross-Study Generalization and Automated Discovery |
| diffusion for control | Diffusion with Attention for Inverse Optimization |
| diffusion model | Domain Knowledge Infused Generative Models for Drug Discovery Synthetic Data |
| Digital Twins | Gaining Insight into Brain Damage and Rehabilitation through Digital Twins |
| Domain Adaptive Pretraining (DAPT) | OmniScience: A Domain-Specialized LLM for Scientific Reasoning and Discovery |
| domain knowledge | Domain Knowledge Infused Generative Models for Drug Discovery Synthetic Data |
| drug discovery | Domain Knowledge Infused Generative Models for Drug Discovery Synthetic Data |
| drug optimization | Large Language Models in Drug Discovery: Insights from Reasoning and Planning |
| e |
| Edge Intelligence | Design of a Cross-Layer AI Agent for Secure Spectrum-Aware Network Slicing |
| EEG | Revisiting SUDEP Risk Prediction via Data Augmentation |
| ELECTRA | A Transformer Foundation Model for Microbiome Science: Cross-Study Generalization and Automated Discovery |
| Electrolyte Solvent Screening | OmniScience: A Domain-Specialized LLM for Scientific Reasoning and Discovery |
| environmental ecosystems | FREE: The Foundational Semantic Recognition for Modeling Environmental Ecosystems |
| Equity | AI as an Accelerant for the Learning Sciences: Opportunities, Risks, and a Vision for the Future |
| f |
| Federated intelligent agents | Edge AI Agent Design for Policy-Aware Urban Waste Management |
| Fibromyalgia | Unveiling Fibromyalgia Research Frontiers: Transformer-Based Topic and Sentiment Modeling for Biomedical Meta-Analysis |
| Foundation Model | A Transformer Foundation Model for Microbiome Science: Cross-Study Generalization and Automated Discovery
Not Quite Anything: Overcoming SAM’s Limitations for 3D Medical Imaging |
| g |
| GenAI revolution | Framework for 10X Acceleration of Open Clinical AI Science |
| Generative AI | Framework for 10X Acceleration of Open Clinical AI Science
Revisiting SUDEP Risk Prediction via Data Augmentation |
| generative model | Domain Knowledge Infused Generative Models for Drug Discovery Synthetic Data |
| GPQA Diamond Benchmark | OmniScience: A Domain-Specialized LLM for Scientific Reasoning and Discovery |
| gut health | A Transformer Foundation Model for Microbiome Science: Cross-Study Generalization and Automated Discovery |
| h |
| Healthcare Transformation | Framework for 10X Acceleration of Open Clinical AI Science |
| High-frequency Promotion | HiPA: Enabling One-Step Text-to-Image Diffusion via High-Frequency Promotion |
| Human-AI Complementarity | Synthetic AI Agents for Experimental Social Science |
| i |
| In-vehicle audio | Real-World Car Talk: A Digital Biomarker of Cognitive Trajectory |
| Inflammatory Bowel Disease | A Transformer Foundation Model for Microbiome Science: Cross-Study Generalization and Automated Discovery |
| Instruction Tuning | OmniScience: A Domain-Specialized LLM for Scientific Reasoning and Discovery |
| inverse optimization | Diffusion with Attention for Inverse Optimization |
| IoT-enabled bin monitoring | Edge AI Agent Design for Policy-Aware Urban Waste Management |
| k |
| knowledge representation | Agentic Knowledge Graph Traversal in Protein-Protein Relation Grounding |
| l |
| large language models | Framework for 10X Acceleration of Open Clinical AI Science
Identifying High-Risk Cancer Patients on Breast Cancer Pathology Reports with Large Language Models
A Vision for Sustainable AI-Assisted Development: Semantic Retrieval for Efficient AI Code Generation |
| Large language models (LLM) on edge | Edge AI Agent Design for Policy-Aware Urban Waste Management |
| Large Language Models (LLMs) | OmniScience: A Domain-Specialized LLM for Scientific Reasoning and Discovery |
| learning health systems | Framework for 10X Acceleration of Open Clinical AI Science |
| Learning Sciences | AI as an Accelerant for the Learning Sciences: Opportunities, Risks, and a Vision for the Future |
| LHS unit | Framework for 10X Acceleration of Open Clinical AI Science |
| LLaMA 3.1 70B | OmniScience: A Domain-Specialized LLM for Scientific Reasoning and Discovery |
| LLM-based Agent | LARC: Towards Human-level Constrained Retrosynthesis Planning through an Agentic Framework |
| LLMs | Large Language Models in Drug Discovery: Insights from Reasoning and Planning |
| m |
| machine learning | A Transformer Foundation Model for Microbiome Science: Cross-Study Generalization and Automated Discovery |
| Medical case simulation with AI agents | Ask WhAI: Probing Belief Formation in Role-Primed LLM Agents |
| microbiome | A Transformer Foundation Model for Microbiome Science: Cross-Study Generalization and Automated Discovery |
| mild dementia | Real-World Car Talk: A Digital Biomarker of Cognitive Trajectory |
| modeling | AI as an Accelerant for the Learning Sciences: Opportunities, Risks, and a Vision for the Future |
| Molecular Ranking | OmniScience: A Domain-Specialized LLM for Scientific Reasoning and Discovery |
| MRI segmentation | Not Quite Anything: Overcoming SAM’s Limitations for 3D Medical Imaging |
| Multi-agent explainability and debugging | Ask WhAI: Probing Belief Formation in Role-Primed LLM Agents |
| Multi-view fusion | Multi-Frame Grid Perspective for Traffic Video Captioning and Context-Aware VQA |
| n |
| Natural Language Processing | Identifying High-Risk Cancer Patients on Breast Cancer Pathology Reports with Large Language Models
Agentic Knowledge Graph Traversal in Protein-Protein Relation Grounding |
| o |
| Omniscience | OmniScience: A Domain-Specialized LLM for Scientific Reasoning and Discovery |
| One-step Diffusion | HiPA: Enabling One-Step Text-to-Image Diffusion via High-Frequency Promotion |
| Ontologies | Agentic Knowledge Graph Traversal in Protein-Protein Relation Grounding |
| open clinical AI science | Framework for 10X Acceleration of Open Clinical AI Science |
| out-of-domain generalization | A Transformer Foundation Model for Microbiome Science: Cross-Study Generalization and Automated Discovery |
| p |
| passive monitoring | Real-World Car Talk: A Digital Biomarker of Cognitive Trajectory |
| phylogenetic | A Transformer Foundation Model for Microbiome Science: Cross-Study Generalization and Automated Discovery |
| Physical layer sensing | Design of a Cross-Layer AI Agent for Secure Spectrum-Aware Network Slicing |
| Policy-driven decision-making | Edge AI Agent Design for Policy-Aware Urban Waste Management |
| Pre-training | FREE: The Foundational Semantic Recognition for Modeling Environmental Ecosystems |
| Proactive Threat Mitigation | Design of a Cross-Layer AI Agent for Secure Spectrum-Aware Network Slicing |
| Prompt-Augmented Segmentation with SAM-2 | Not Quite Anything: Overcoming SAM’s Limitations for 3D Medical Imaging |
| Protein binding interfaces prediction | Evaluating Protein Binding Interfaces With PUMBA |
| r |
| real-time object detection | Edge AI Agent Design for Policy-Aware Urban Waste Management |
| Real-time spectrum mapping | Design of a Cross-Layer AI Agent for Secure Spectrum-Aware Network Slicing |
| reasoning and planning | Large Language Models in Drug Discovery: Insights from Reasoning and Planning |
| Reasoning-based Knowledge Distillation | OmniScience: A Domain-Specialized LLM for Scientific Reasoning and Discovery |
| Rehabilitation | Gaining Insight into Brain Damage and Rehabilitation through Digital Twins |
| Relation Extraction | Agentic Knowledge Graph Traversal in Protein-Protein Relation Grounding |
| Research Process Automation | Agentic Knowledge Graph Traversal in Protein-Protein Relation Grounding |
| Retrieval-Augmented Generation (RAG) | OmniScience: A Domain-Specialized LLM for Scientific Reasoning and Discovery |
| Role-based reasoning in diagnostic modeling | Ask WhAI: Probing Belief Formation in Role-Primed LLM Agents |
| s |
| s1K Reasoning Dataset | OmniScience: A Domain-Specialized LLM for Scientific Reasoning and Discovery |
| scientific discovery | OmniScience: A Domain-Specialized LLM for Scientific Reasoning and Discovery |
| Scientific Literature Corpus | OmniScience: A Domain-Specialized LLM for Scientific Reasoning and Discovery |
| scientific reasoning | OmniScience: A Domain-Specialized LLM for Scientific Reasoning and Discovery |
| Scientific Workflow Automation | Unveiling Fibromyalgia Research Frontiers: Transformer-Based Topic and Sentiment Modeling for Biomedical Meta-Analysis |
| scoring functions | Evaluating Protein Binding Interfaces With PUMBA |
| Secure network slicing | Design of a Cross-Layer AI Agent for Secure Spectrum-Aware Network Slicing |
| Segmentation as a color channel | Not Quite Anything: Overcoming SAM’s Limitations for 3D Medical Imaging |
| Segmentation as an imaging modality | Not Quite Anything: Overcoming SAM’s Limitations for 3D Medical Imaging |
| Segmentation is attention | Not Quite Anything: Overcoming SAM’s Limitations for 3D Medical Imaging |
| Segmentation Models | Not Quite Anything: Overcoming SAM’s Limitations for 3D Medical Imaging |
| Self-Organizing Maps | Gaining Insight into Brain Damage and Rehabilitation through Digital Twins |
| self-supervised | A Transformer Foundation Model for Microbiome Science: Cross-Study Generalization and Automated Discovery |
| semantic code retrieval | A Vision for Sustainable AI-Assisted Development: Semantic Retrieval for Efficient AI Code Generation |
| Semantic Web | Agentic Knowledge Graph Traversal in Protein-Protein Relation Grounding |
| Sentiment Analysis | Unveiling Fibromyalgia Research Frontiers: Transformer-Based Topic and Sentiment Modeling for Biomedical Meta-Analysis |
| Shared memory coordination in multi-agent systems | Ask WhAI: Probing Belief Formation in Role-Primed LLM Agents |
| Smart Waste Management | Edge AI Agent Design for Policy-Aware Urban Waste Management |
| spatio-temporal data | FREE: The Foundational Semantic Recognition for Modeling Environmental Ecosystems |
| spectrum efficiency | Design of a Cross-Layer AI Agent for Secure Spectrum-Aware Network Slicing |
| speech analysis | Real-World Car Talk: A Digital Biomarker of Cognitive Trajectory |
| SUDEP risk | Revisiting SUDEP Risk Prediction via Data Augmentation |
| Sustainable Software Development | A Vision for Sustainable AI-Assisted Development: Semantic Retrieval for Efficient AI Code Generation |
| synthetic AI subjects | Synthetic AI Agents for Experimental Social Science |
| synthetic data | Domain Knowledge Infused Generative Models for Drug Discovery Synthetic Data |
| t |
| Temporal Context Alignment | Multi-Frame Grid Perspective for Traffic Video Captioning and Context-Aware VQA |
| Text-to-Image Generation | HiPA: Enabling One-Step Text-to-Image Diffusion via High-Frequency Promotion |
| theory | AI as an Accelerant for the Learning Sciences: Opportunities, Risks, and a Vision for the Future |
| topic modeling | Unveiling Fibromyalgia Research Frontiers: Transformer-Based Topic and Sentiment Modeling for Biomedical Meta-Analysis |
| Traffic Scene Understanding | Multi-Frame Grid Perspective for Traffic Video Captioning and Context-Aware VQA |
| transformer | A Transformer Foundation Model for Microbiome Science: Cross-Study Generalization and Automated Discovery |
| Triple-negative breast cancers | Identifying High-Risk Cancer Patients on Breast Cancer Pathology Reports with Large Language Models |
| u |
| Use of Foundation Models for Medical Imaging | Not Quite Anything: Overcoming SAM’s Limitations for 3D Medical Imaging |
| v |
| Video Question Answering | Multi-Frame Grid Perspective for Traffic Video Captioning and Context-Aware VQA |
| Vision Mamba | Evaluating Protein Binding Interfaces With PUMBA |
| Vision-Language Models | Multi-Frame Grid Perspective for Traffic Video Captioning and Context-Aware VQA |
| Voice biomarkers | Real-World Car Talk: A Digital Biomarker of Cognitive Trajectory |
| w |
| Waste sorting automation | Edge AI Agent Design for Policy-Aware Urban Waste Management |
| y |
| YOLOv5/YOLOv8 | Edge AI Agent Design for Policy-Aware Urban Waste Management |
