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- Faculty Research Collaborations with Junior Researchers – List of Proposals
- Faculty Research Collaborations with Junior Researchers – List of AI Proposals
- Faculty Research Collaborations with Junior Researchers – List of Quantum Science Proposals
- Faculty Research Collaborations with Junior Researchers – List of Data Science Proposals
- Faculty Research Collaborations with Junior Researchers – List of Computational Science Proposals
- Faculty Research Collaborations with Junior Researchers – List of Digital Twin Proposals
- Enhancing Satellite Deformation Measurements using Deep Learning (Faculty/Rising Researcher Collaboration Opportunity)
- Geodetic inversion and optimization using physics-based FEMs models and AI ( (Faculty/Rising Researcher Collaboration Opportunity)
- Forecasting volcanic eruptions using data fusion (Faculty/Rising Researcher Collaboration Opportunity)
- Dynamic numerical models of flank collapse and tsunami (Faculty/Rising Researcher Collaboration Opportunity)
- Normalizing flows for Bayesian Model Comparison: Detecting Extrasolar Planets(Faculty/Rising Researcher Collaboration Opportunity)
- Using AI to learn and generate physically consistent and realistic landscape topography and fluvial river bathymetry (Faculty/Rising Researcher Collaboration Opportunity)
- Transfer Learning for Predicting Local Atomic Order in Multi-Principal Element Alloys (Faculty/Rising Researcher Collaboration Opportunity)
- Roar Outage Details
- GPU speedup for an exploration of non-Markovianity and qubit systems (Faculty/Rising Researcher Collaboration Opportunity)
- Transfer Learning for Predicting Local Atomic Order in Multi-Principal Element Alloys (Faculty/Rising Researcher Collaboration Opportunity)
- Reverberation Mapping Time Lag Estimation via Deep Learning Neural Networks (Faculty/Rising Researcher Collaboration Opportunity)
- Simulate and forecast magma propagation through fractures using extended finite elements (Faculty/Rising Researcher Collaboration Opportunity)
- Learning Linear Temporal Logic under Uncertainty for Sustainable Behavioral Change Interventions (Faculty/Rising Researcher Collaboration Opportunity)
- Inference on Multivariate Gaussian Processes via Deep Learning Neural Networks for Astronomical Time Series Data Analysis (Faculty/Rising Researcher Collaboration Opportunity)
- Machine-Learning Angle-Resolved Photoemission Spectroscopy under Tunable Magnetic Fields (Faculty/Rising Researcher Collaboration Opportunity)
- Using Artificial Intelligence (AI) to Understand Neural and Behavioral Variability (Faculty/Rising Researcher Collaboration Opportunity)
- Using Biobank Data to Explore Biological Mediators of Education-Related Protection against Dementia (Faculty/Junior Researcher Collaboration Opportunity)
- Dynamically Adjustable Queue to Optimize the Roar GPU Cluster (Faculty/Rising Researcher Collaboration Opportunity)
- Advancing Air Pollution Exposure Assessment with Machine Learning Techniques (Faculty/Rising Researcher Collaboration Opportunity)
- TwinSight: A Data-Driven Digital Twin Framework for Human-Centric Health Monitoring (Faculty/Rising Researcher Collaboration Opportunity)
- AgriTwin: Real-Time Digital Twin Framework for Climate-Smart Farming (Faculty/Rising Researcher Collaboration Opportunity)
- Quantum Algorithms and Quantum Enhanced Machine Learning for Transient Simulations in Large Scale Nonlinear Dynamical Systems (Faculty/Rising Researcher Collaboration Opportunity)
- Developing Functionally Equivalent Proxy Systems for AI: A Framework for Code Similarity Analysis, Asynchronous Digital Twin Proxies, and Proxy Repository Implementation (Faculty/Rising Researcher Collaboration Opportunity)
- Probabilistic Digital Twins for Predicting Chaotic Bifurcations in High-Speed Aeroelasticity (Faculty/Rising Researcher Collaboration Opportunity)
- Informing the detection of flash drought events by mining and modeling media reports (Faculty/Rising Researcher Collaboration Opportunity)
- AI-Enhanced Dynamic Assessment of ESL Academic Writing (Faculty/Junior Researcher Collaboration Opportunity)
- Fire and climate change impacts in a tropical biodiversity hotspot (Rwenzori Mtns, Uganda): remote sensing to understand abrupt ecosystem change
- Designing Adaptive Reservoir Operations Using Multi-Objective Reinforcement Learning (Faculty/Rising Researcher Collaboration Opportunity)
- A tale of two [equatorial] mountains: state-space modeling of tropical plant communities from fossil data (Faculty/Rising Researcher Collaboration Opportunity)
- Development of an AI image classifier for detecting vulnerability of African ecosystems under changing climates using ancient data (Faculty/Rising Researcher Collaboration Opportunity)
- Development of Digital Twin for Liquid Cooled Data Centers (Faculty/Rising Researcher Collaboration Opportunity)
- Game-Style Outdoor Airflow Simulation for Fast Design of Cooling Systems (Faculty/Rising Researcher Collaboration Opportunity)
- Unrestricted MeanField Analysis for Quantum Materials via Machine Learning (Faculty/Rising Researcher Collaboration Opportunity)
- Development of a Web-Based Platform for Structured CryoEM Data Collection and Metadata Management (Faculty/Rising Researcher Collaboration Opportunity)
- Reduced order modeling for supersonic and hypersonic aerodynamic flows via probabilistic machine learning (Faculty/Rising Researcher Collaboration Opportunity)
- Computational Mapping of Alternative Dispute Resolution Institutions (Faculty/Rising Researcher Collaboration Opportunity)
- Develop machine learning models to study cell-type-specific aging using single-cell methylation data in the Uzun Lab (Faculty/Rising Researcher Collaboration Opportunity)
- Development of standardized file format to maximize data shareability across disciplines (Faculty/Rising Researcher Collaboration Opportunity)
- Spinal Fatigue Prediction in High-G Environments Using Human Digital Twins (Faculty/Rising Researcher Collaboration Opportunity)
- Large Language Models as Noisy Oracles for Constructing Causal Models (Faculty/Rising Researcher Collaboration Opportunity)
- Resource Request for RAG-Based HPC User Support Chatbot (Faculty/Rising Researcher Collaboration Opportunity)
- Resource Request for Junior Researchers (Systems Engineering) Support for Social Sciences Research Computing (Faculty/Rising Researcher Collaboration Opportunity)
- Predict Arctic Sea Ice Variability from Atmospheric River Activities and the Time of Arrival of Ice-free Arctic (Faculty/Rising Researcher Collaboration Opportunity)
- Development of Data-based AI-driven Toolkits for Energy Industry Using Distributed Fiberoptic Sensing (Faculty/Rising Researcher Collaboration Opportunity)
- Neural-Network based optimization of wave functions of interacting electrons (Faculty/Rising Researcher Collaboration Opportunity)
- Exoplanet Demographics Combining Multiple Detection Method (Faculty/Rising Researcher Collaboration Opportunity)
- Learning on the Edge With Hyperdimensional Computing (Faculty/Rising Researcher Collaboration Opportunity)
- Federated estimation of causal effects from observational data (Faculty/Rising Researcher Collaboration Opportunity)
- Efficient Adaptation of Trained Models When Utilities of Model Predictions Change (Faculty/Rising Researcher Collaboration Opportunity)
- Better Left Unsaid: Preventing Hallucinations by Learning Abstention (Faculty/Rising Researcher Collaboration Opportunity)
- Machine Learning for Health Risk Prediction from Longitudinal Health Data (Faculty/Rising Researcher Collaboration Opportunity)
- Building Toolbox to Characterize the NEID Earth Twin Survey Detection Efficiency (Faculty/Rising Researcher Collaboration Opportunity)
- Advanced Deblurring of Electron Beam Induced Motion for High-Resolution CryoEM 3D Reconstructions using Electron Event Data (Faculty/Rising Researcher Collaboration Opportunity)
- Adaptive Smart Homes for the Elderly: AI, VR, and IoT for Independent Living (Faculty/Rising Researcher Collaboration Opportunity)
- AI-Enabled System for UAV Precision Descent and Touchdown (Faculty/Rising Researcher Collaboration Opportunity)
- Predicting HIV care loss-to-follow-up using machine learning (Faculty/Rising Researcher Collaboration Opportunity)
- Computational Perspectives for Quantum Phases of Matter (Faculty/Rising Researcher Collaboration Opportunity)
- Enhancing Rural Supply Chains with AlphaFold-Inspired Deep Learning (Faculty/Rising Researcher Collaboration Opportunity)
- Adaptive Therapy Optimization via Surrogate Tumor Digital Twins and Deep Reinforcement Learning (Faculty/Rising Researcher Collaboration Opportunity)
- Accelerating AlphaFold3 for High-Throughput Protein Design (Faculty/Rising Researcher Collaboration Opportunity)
- Building Digital Twins of Personalized Models for Alzheimer’s Disease Prevention and Treatment (Faculty/Rising Researcher Collaboration Opportunity)
- Exploring Phonon Dynamics of Defective Transition Metal Dichalcogenides (TMDs) using Quantum Mechanics, ReaxFF and Machine Learning Methods (Faculty/Rising Researcher Collaboration Opportunity)
- AI-Supported Cyber Safety Curriculum for Youth: Design, Development, and Evaluation (Faculty/Rising Researcher Collaboration Opportunity)
- Benchmarking for Quantum Machine Learning (Faculty/Rising Researcher Collaboration Opportunity)
- Application of Transformer-Based Machine Learning Models to Whole Organism Computational Phenomics (Faculty/Rising Researcher Collaboration Opportunity)
- Enhancing Road Safety Through Real-Time AI-Powered Drowsiness Detection and Alert system Using EEG Eye-Blink Artifacts (Faculty/Rising Researcher Collaboration Opportunity)
- EMBEDDING INTELLIGENCE IN 3D MODELING WORKFLOWS : AN APPROACH FOR LANGUAGE LANGUAGE MODELS TO ASSIST USERS IN 3D MODELING USING NATURAL LANGUAGE (Faculty/Rising Researcher Collaboration Opportunity)
- Analyzing Human and Social Dynamics Through Social Sensing (Faculty/Rising Researcher Collaboration Opportunity)
- Deciphering systemic biological networks through AI-driven multi-omic integration (Faculty/Rising Researcher Collaboration Opportunity)
- Mechanisms and predictability of subsurface marine heatwaves along the continental shelf of eastern US (Faculty/Rising Researcher Collaboration Opportunity)
- Quantum simulations of many body physics and field theories (Faculty/Rising Researcher Collaboration Opportunity)
- An improved pipeline to detect astrophysical transients in Atacama Cosmology Telescope time-resolved survey data (Faculty/Rising Researcher Collaboration Opportunity)
- Topological Data Analysis for the Quantification of Prostate Cancer Heterogeneity (Faculty/Rising Researcher Collaboration Opportunity)
- Algorithmic Affidavits and Automation Bias: Empirical Evaluation of Generative AI in Police Report Writing (Faculty/Rising Researcher Collaboration Opportunity)
- Machine learning techniques to identify ‘state-changing’ and anomalous behavior in astrophysical time series (Faculty/Rising Researcher Collaboration Opportunity)
- Predicting genomic regulatory elements across species using domain adaptive neural networks (Faculty/Rising Researcher Collaboration Opportunity)
- Prediction and Discovery of Many-Body Phenomena in Quantum Simulators Enabled by High-Performance Computation (Faculty/Rising Researcher Collaboration Opportunity)
- Protein Misfolding, Mutations and the Emergence of Disease Phenotypes (Faculty/Rising Researcher Collaboration Opportunity)
- PolliSense: AI-powered Habitat Quality Assessment and Biodiversity Improvement (Faculty/Rising Researcher Collaboration Opportunity)
- Mapping Language Model Failures Through Community Experience: A Study of Multilingual Researchers (Faculty/Rising Researcher Collaboration Opportunity)
- Data-Driven Discovery of Regulatory Mechanisms and Cellular Resource Allocation via Multi-Modal Data Integration (Faculty/Rising Researcher Collaboration Opportunity)
- Electronic Health Record (EHR) Based Conversational System for Clinical Decision Support (Faculty/Junior Researcher Collaboration Opportunity)
- Interpreting the biological concepts learned by neural networks in genomic predictive tasks (Faculty/Rising Researcher Collaboration Opportunity)
- Zentropy-Based Insights into Short-Range Order and Mechanical Properties in High Entropy Alloys (Faculty/Rising Researcher Collaboration Opportunity)
- Classifying Weakly Detected Gamma-ray Transients (Faculty/Rising Researcher Collaboration Opportunity)
- Millions of Galaxies but No Time: Rapid Inference of Galaxy Properties with Neural Density Estimators (Faculty/Rising Researcher Collaboration Opportunity)
- Assessment of Geological CO Storage and Geothermal Resources in the Appalachian Basin and Globally (Faculty/Rising Researcher Collaboration Opportunity)
- Development of High-fidelity and Reduced-order Models for Thermal Runaway (Faculty/Rising Researcher Collaboration Opportunity)
- Estimating the causal effects of clinical interventions from observational electronic health records (Faculty/Rising Researcher Collaboration Opportunity)
- Address the impacts of changing ocean circulation on US hydroclimate (Faculty/Rising Researcher Collaboration Opportunity)
- Fitting accretion disk models to optical spectra of supermassive black holes: faster exploration of parameter degeneracies with nested sampling (Faculty/Rising Researcher Collaboration Opportunity)
- Explorations in Quantum Machine Learning (Faculty/Rising Researcher Collaboration Opportunity)
- Evaluating Generative AI Tools for Qualitative Analysis (Faculty/Rising Researcher Collaboration Opportunity)
- Web-based Model Visualization / Creation for Structural Equation Models (Faculty/Rising Researcher Collaboration Opportunity)
- Test implementation of a distributed database system for privacy-preserving data analysis (Faculty/Rising Researcher Collaboration Opportunity)
- Identify the causes of the signal-to-noise paradox in the North Atlantic Oscillation (Faculty/Rising Researcher Collaboration Opportunity)
- Non-Invasive Turkey Body Weight Monitoring (Faculty/Junior Researcher Collaboration Opportunity) and Prediction via Deep Visual Time Series Analysis
- Linking Multidimensional Sleep Health to Cognitive Function in Older Adults Using Machine Learning (Faculty/Rising Researcher Collaboration Opportunity)
- Volcanic (LIP) gas fluxes in geological history using geochemical models (Faculty/Rising Researcher Collaboration Opportunity)
- Privacy-Preserving Linear Regression and Synthetic Data for Reproducible Social Science Research (Faculty/Rising Researcher Collaboration Opportunity)
- Deep Learning Approximation to Intractable Likelihood Functions (Faculty/Rising Researcher Collaboration Opportunity)
- Developing Workforce-Informed Digital Twins for Smart Redevelopment Site Classification (Faculty/Rising Researcher Collaboration Opportunity)
- Resource Request for Junior Researchers (Systems Engineering) support for cluster account lifecycle management (Faculty/Rising Researcher Collaboration Opportunity)
- Resource Request for HPC Deployment Automation for AI/HPC systems (Faculty/Rising Researcher Collaboration Opportunity)
- LLM-Augmented Digital Twin Framework for Building Material Reuse and Recycling Assessment (Faculty/Rising Researcher Collaboration Opportunity)
- Digital Thebes: A Comprehensive Database for Egyptian Antiquities Education and Research (Faculty/Rising Researcher Collaboration Opportunity)
- Your next-door neighbor, nuclear reactor: real estate and societal readiness (Faculty/Rising Researcher Collaboration Opportunity)
- De-risking the commercialization of advanced nuclear reactors through innovative financing vehicles (Faculty/Rising Researcher Collaboration Opportunity)
- Improving economic outcomes via AI-powered bank monitoring and risk management (Faculty/Rising Researcher Collaboration Opportunity)
- Integrating marine geochemistry, physical dynamics, and volcanology in the geological record: an Oceanic Anoxic Event 2 case study (Faculty/Rising Researcher Collaboration Opportunity)
- Enhancing the Roar User Experience (Faculty/Rising Researcher Collaboration Opportunity)
- Building representative karst morphologies to model saltwater intrusion in South Florida (Faculty/Rising Researcher Collaboration Opportunity)
- AI-Enhanced Dynamic Assessment of ESL Academic Writing
- Using Biobank Data to Explore Biological Mediators of Education-Related Protection against Dementia
- ML-Enhanced Multiphysics Modeling for Packed-Bed Thermal Energy Storage Optimization
- Development of a Digital Twin Model for Stirred Milling Process by Integrating Machine Learning Models and Discrete Element Method Simulations
- Faculty Upskilling Fellowships in AI and Quantum Sciences – FAQs
- Faculty Upskilling Fellowships in AI and Quantum Sciences: Call for Proposals