2026-11-10 DOE Genesis Mission awards list 2026

Markdown copy of 2026-11-10 DOE Genesis Mission awards list 2026.pdf, made 2026-11-10. The original is the authority. Energy Department announces first Genesis Mission projects to accelerate new era of AI-driven scientific discovery

AI-driven subgrid-scale model for large-eddy simulation University of Southern Bermejo-Moreno, Ivan of turbulent flows based on geometry and tracking of Los Angeles CA 90089-4304 California turbulence structures Research Foundation for the Foundation Models for Transferable Particle Tracking in State University of New York Bernauer, Jan Stony Brook NY 11794-3362 Nuclear Physics d/b/a RFSUNY - Stony Brook University AI-Driven Control and Optimization of QuDit Platforms Board of Regents of the Biedermann, Grant Norman OK 73019-9705 in Rydberg Arrays University of Oklahoma The Trustees of Columbia AI-Enabled Physical Operating System for Bio- Bishop, Kyle University in the City of New New York NY 10027-7922 programmable Matter York (Morningside Campus) Accelerating Nuclear Data Delivery Using AI/ML Louisiana State University and Blackmon, Jeffery Baton Rouge LA 70803-0001 Approaches in High Complexity Data Sets A&M College AI-Driven Decoding for Next Generation Topological Bonesteel, Nicholas Florida State University Tallahassee FL 32306-4166 Quantum Codes Oak Ridge National Laboratory Borowiec, Katarzyna FADO: Fusion Agentic Design Orchestrator Oak Ridge TN 37831-6118 (ORNL) Weak-Form Agentic Digital Twins for Real-Time Control The Regents of the University Bortz, David of Magnetically Confined Fusion Systems Under Sparse of Colorado d/b/a University Boulder CO 80303-1058 Observation of Colorado Autonomous Quantum Amplifier Workflow Pacific Northwest National Boutan, Christian Richland WA 99352-1793 Optimization and Learning Framework (AQUA-WOLF) Laboratory (PNNL) AI-Driven Design of Gene Expression Programs in Plants Board of Trustees of the Brophy, Jennifer Using Foundation Models and High-Throughput DNA Leland Stanford Junior Palo Alto CA 94063-8445 Synthesis University AI-Driven, Self-Learning Digital Twins for Robust Brookhaven National Brown, Kevin Upton NY 11973-5000 Operation of Particle Accelerators Laboratory (BNL) AI-enabled real-time reconstructions and interpretation Regents of the University of Bucsek, Ashley for rapid 3D Xray diffraction and imaging of materials Ann Arbor MI 48108-2744 Michigan under stress and extreme environments Data-Driven Discovery of Multicomponent Plasma Fluid Burton, Justin Emory University Atlanta GA 30322-4250 Dynamics AI-enabled co-design of fault-tolerant logical interface in Virginia Polytechnic Institute Cao, Charles Blacksburg VA 26061-0001 quantum LDPC codes and State University AI-Guided Creep-Fatigue Life Prediction for Fusion Los Alamos National Capolungo, Laurent Los Alamos NM 87544-0600 Structural Materials Laboratory (LANL) Deployable Cavity Coupled Cold Atom Quantum Sensing Brookhaven National Carini, Gabriella Upton NY 11973-5000 Platform Driven by Agentic AI Laboratory (BNL) Agent Bayes: A Foundation Model for Bayesian Scientific Sandia National Laboratories, Catanach, Tommie Livermore CA 94551-0969 Reasoning California (SNL-CA) A-WILD: AI-driven Workflows for Intelligent Lab Lawrence Berkeley National Ceder, Gerbrand Berkeley CA 94720-8099 Discovery Laboratory (LBNL) AI-Enabled Decision-Support Platform for Stimulation Design, Fracture Characterization, and Production Los Alamos National Chen, Bailian Los Alamos NM 87544-0600 Optimization Toward Doubling Subsurface Energy Laboratory (LANL) Recovery Physics Informed Transformer Foundation Model with Sandia National Laboratories, Chen, Jacqueline Uncertainty Quantification for Coupled Eulerian and Livermore CA 94551-0969 California (SNL-CA) Lagrangian Flow Physics (PIT-FM) Research Foundation for the Geometry-Informed AI for Accelerated Multiphysics Co- State University of New York Chen, Shikui Stony Brook NY 11794-3362 Design of Wide-Bandgap Power Modules d/b/a RFSUNY - Stony Brook University AI-Guided Model-Experiment Framework for Predicting Pacific Northwest National Chen, Xingyuan Water Availability in Energy Systems Using Multi-Fidelity Richland WA 99352-1793 Laboratory (PNNL) Watershed Modeling Neuromorphic Circuit Primitives for Robotic Embodied Chen, Yiran Duke University Durham NC 27705-4010 Physical AI Latent Representation Learning for Understanding Ice Chiu, Christine Microphysical and Precipitation Processes Constrained Colorado State University Fort Collins CO 80523-2002 by Radar and In Situ Observations The Trustees of Columbia AI-accelerated sampling for critical slowing down in Christ, Norman University in the City of New New York NY 10027-7922 lattice QCD York (Morningside Campus) AI-Guided Map for Biomining of Critical Minerals (AIM- Texas A&M Engineering Chu, Kung-Hui BioCM): Integrating Microbial, Hydrological, and College Station TX 77842-3131 Experiment Station Geochemical Data Cohen, Orion Archer AI-Driven Discovery of Rare Earth Separation Chemistry Riven Corporation New York NY 10027-2510 AI-Driven Probabilistic Source Mapping for Critical Costello, David Kent State University Kent OH 44242-0001 Minerals at Continental Scale

AI-Driven Physics-Based Digital Twins for In-Situ Pacific Northwest National Hammond, Glenn Richland WA 99352-1793 Uranium Mining Optimization Laboratory (PNNL) Hierarchical Multi-Modal AI for the Discovery of The Regents of University of Hartwig, John Berkeley CA 94710-1749 Regioselective Molecular Catalysts California Generative AI-Enabled Digital Twins for Subsurface Regents of the University of He, Qizhi Fracture Systems with Active Learning Multiphysics Data Minneapolis MN 55455-2070 Minnesota Assimilation Robust, efficient, scalable cross-cutting AI-based stack to Herman, Herman leverage multiple heterogenous autonomous labs for Carnegie Mellon University Pittsburgh PA 15213-3890 massively parallel experiments An Active-Learning Prioritization Engine for Nuclear Data Argonne National Laboratory Hoffman, Calem Lemont IL 60439-4803 Relevant to X-Ray Bursts (ANL) Genesis Mission: Accelerating ENSDF Nuclear Data Hong, Victoria St. Joseph’s University Brooklyn NY 11205-3660 Evaluation with Physics-Informed AI AI-Driven Expedited Discovery and Background Horn, Tanja Catholic University of America Washington DC 20064-0001 Separation for Petabyte-Scale Streaming Readout Advancing Multimodal and Multidimensional AI to Isaacman-VanWertz, Virginia Polytechnic Institute Discover Connections between Cloud Microphysics and Blacksburg VA 26061-0001 Gabriel and State University Precipitation Generative AI for Genome Design: Toward Predictable Isaacs, Farren Yale University New Haven CT 06520-8327 Synthetic Genomes OPTIX: A Multi-Modal Foundation Model for Islam, Tanzima Texas State University San Marcos TX 78666-4684 Performance-Aware HPC Code Intelligence SAFE-BOLT — Safety-Assured Force-aware Execution for The University of Texas at Isler, Ibrahim Volkan Austin TX 78712-1111 Bimanual Operations on Lab Tools Austin Transient Kinetics and Spectroscopy for Agentic Digital The Pennsylvania State Janik, Michael Twins to Upgrade Domestic Alkane Feedstocks into University Park PA 16802-7000 University Value-Added Chemicals GE Vernova Operations, LLC Framework for Optimized Rotating blade design using Jayaraman, Balaji DBA GE Vernova Adv Research Niskayuna NY 12309-1004 Generative Engineering (FORGE) Ctr Towards a FLARE Digital Twin: Accelerating The Trustees of Princeton Ji, Hantao Princeton NJ 08544-2020 Experimental Research Using Neural Networks University BIND: Biophysics-Informed Learning of Coordination for Lawrence Livermore National Jiao, Yongqin Livermore CA 94551-0808 Metalloprotein Design Laboratory (LLNL) Board of Trustees of the AI-Driven Transport Optimization of Metallic and Jornada, Felipe Leland Stanford Junior Stanford CA 94063-8445 Interfacial Quantum Materials (ATOMIQ) University Board of Regents, obo, Nevada LLM-based agentic AI assistant to automatically System of Higher Education Jung, WooHyun generate the input deck for severe accident system Las Vegas NV 89154-1055 (NSHE) - University of Nevada, codes Las Vegas AI-accelerated digital twin for REBCO coated conductor Kametani, Fumitake manufacturing in superconducting fusion magnet Florida State University Tallahassee FL 32306-4166 systems AI-Guided Discovery of Dissolution Regimes and Optimal Regents of the University of Kang, Peter Minneapolis MN 55455-2070 Conditions for In Situ Critical Mineral Extraction Minnesota Scalable Agentic Digital Twins for Autonomous Precision Karthein, Jonas Texas A&M University College Station TX 77845-4321 Facilities Kawakami, Roland A.I. for Orbital Electronics Materials and Manufacturing The Ohio State University Columbus OH 43210-1016 AI-based adaptive low-temperature plasma for The George Washington Keidar, Michael Washington DC 20052-0042 healthcare, agriculture and advanced manufacturing University Ultra High Throughput Characterization and Predictive The University of Texas at Keitz, Benjamin Austin TX 78712-1111 Design of CMM Binding Proteins Austin AI-Driven Discovery of Early Fault-Tolerant Quantum Regents of the University of Kim, Isaac Davis CA 95618-6153 Computation Primitives California, Davis Science-Aware Network Operations for Research Oak Ridge National Laboratory Kiran, Mariam Oak Ridge TN 37831-6118 Networks (SciNet) (ORNL) Transforming Computing Cyber infrastructure for Brookhaven National Klimentov, Alexei Collider Experiments to AI Based Computing and AI- Upton NY 11973-5000 Laboratory (BNL) ready Data Developing a Digital Replica of a Deuterium-Tritium Knaian, Ara Acceleron Fusion, Inc Cambridge MA 02139-1430 Process Loop for Fusion Fuel Cycle Optimization Foundation Model Platform for Fusion Energy: A Multi- The Trustees of Princeton Kolemen, Egemen Princeton NJ 08544-2020 Modal Multi-Device Learning University AI-driven rapid discovery of plasma deposition for novel Regents of the University of Kortshagen, Uwe Minneapolis MN 55455-2070 materials for next-generation semiconductor devices Minnesota Development of an AI-Informed, Standards-Based, Krahn, Steven Model-Based Systems Engineering Methodology to Vanderbilt University Nashville TN 37235-7749 Enhance Fusion Power Plant Life-Cycle Engineering PARSE: Physics-Informed Adversarial Robustness for Arizona Board of Regents, The Krunz, Marwan Tucson AZ 85721-0158 Scientific AI-Enabled Workflows University of Arizona

Cracking the VQA Optimization Bottleneck: AI Methods Kyrillidis, Tasos William Marsh Rice University Houston TX 77005-1892 for Quantum Chemistry and Materials Cloud Microphysics Multi-Scale Modeling Moonshot The Trustees of Columbia (CM4): Creating the next generation of uncertainty- Lamb, Kara University in the City of New New York NY 10027-7922 aware cloud models by leveraging multi-fidelity AI and York (Morningside Campus) DOE observations AI-Orchestrated Multimodal Platforms for Accelerated The Pennsylvania State Law, Stephanie University Park PA 16802-7000 Discovery, Scale-Up, and Deployment of 2D Materials University Physics-Informed AI Surrogates for Turbulent Forced Lee, Myoungkyu University of Houston Houston TX 77204-2015 Convection in Energy System Denoising Quantum Sensors: Agentic Algorithm Creation The Regents of the University Li, Aobo and Real-Time AI for Quantum-Enabled Rare Event La Jolla CA 92093-0934 of California - UCSD Discovery RIVER-AI: Reservoir-Groundwater Interactions for River Li, Hong-Yi Lehigh University Bethlehem PA 18015-3093 Flow Variability, Energy, and Resilience with AI Physics-Aware Guardrails for Real-Time Integrity Old Dominion University Li, Jiang Norfolk VA 23508-2561 Protection of AI-Driven Scientific Workflows Research Foundation An Autonomous Framework for Adversarial Robustness Li, Qinghua University of Arkansas Fayetteville AR 72701-3124 and Resilience of AI Models in Power Grids Developing a Foundation Model to Unify Neutrinoless Li, Zepeng University of Hawaii Honolulu HI 96822-2234 Double Beta Decay Search Technologies Neuro-Symbolic Synthesis of Verified Computational Li, Ziyang The Johns Hopkins University Baltimore MD 21218-2686 Physics Code for Scientific Discovery AI-Guided Manufacturing of High-Performance Heavy Rensselaer Polytechnic Lian, Jie Rare-Earth-Free Magnets for Critical Materials Security Troy NY 12180-3522 Institute (AIM-MAG) Sensor-enabled AI digital twin for autonomous The University of Central Ling, Haonan biomanufacturing: Real-time control and predictive Orlando FL 32826-3281 Florida Board of Trustees scale-up via inline FEW-IR spectroscopy ARISE: AI Regionalization and Informed Siting for Lipor, John Portland State University Portland OR 97207-0751 Enhanced Geothermal Systems Agent-based Autonomous Adversarial Defense in North Carolina State Liu, Xiaorui Raleigh NC 27695-7514 Agentic AI Scientific Workflows University SHIELD: Secure Human-in-the-loop Intelligence for Texas A&M Engineering Liu, Yang Engineering and Licensing Deployment of Advanced College Station TX 77842-3131 Experiment Station Nuclear Systems AI-Enabled Geobiological Critical Minerals University of Southern Lloyd, Karen Los Angeles CA 90089-4304 Characterization and Recovery in Geothermal Systems California Learning Beyond Threshold: AI-Driven Signal Extraction Loomba, Dinesh University of New Mexico Albuquerque NM 87131-0001 for Rare-Event Searches High-Fidelity AI-Ready Excited-State Materials Datasets Lawrence Berkeley National Louie, Steven Berkeley CA 94720-8099 and AI Models for Accelerated Discovery Laboratory (LBNL) HydroORBIT: A Physics-Informed Multimodal AI Oak Ridge National Laboratory Lu, Dan Foundation Model for Coupled Surface-Groundwater Oak Ridge TN 37831-6118 (ORNL) Prediction in Energy-Critical Regions AI-Driven Inverse Design of Next-Generation 3D The Regents of University of Ma, Eric Berkeley CA 94710-1749 Quantum Processors California A Spatial Generative Bayesian Computation Framework Iowa State University of Ma, Pulong AMES IA 50011-2207 for Inferring Turbulence-Microphysics Interactions Science and Technology MANGO - Monte Carlo Acceleration via Normalizing Majewski, Stephanie University of Oregon Eugene OR 97403-5219 Flows Using GPU Optimization From Materials to Circuits: An AI-Native EDA Framework Brookhaven National Mandal, Soumayajit Upton NY 11973-5000 for Physics-Based Microelectronics Co-Design Laboratory (BNL) A Unified Multimodal Data Service for AI-Driven Mandelbaum, Rachel Carnegie Mellon University Pittsburgh PA 15213-3890 Cosmology A Multi-Agent AI Framework for Discovering Chemical Maniyanganam, SLAC National Accelerator Drivers of Selective Critical Metal Recovery from Stanford CA 94025-7015 Ahamed Irshad Laboratory Complex Battery Waste Facility-Level Agentic AI for Portable LaserNetUS Lawrence Livermore National Mariscal, Derek Livemore CA 94551-0808 Diagnostics and Interoperable Device Integration Laboratory (LLNL) Matchev, Konstantin AI Agents for HEP Simulations and Analysis Operations The University of Alabama Tuscaloosa AL 35487-0104 Polaris: Angstrom-node equivalent SRAM & logic with Mathuriya, Amrita Kepler Computing, Inc San Jose CA 95134-1907 polar materials A Universal AI-Enabled Framework for the Accelerated Iowa State University of Mba-Wright, Mark Design, Scale-Up, and Integration of Heterogeneous AMES IA 50011-2207 Science and Technology Bioprocesses AI enabled optimization of quantum circuit design for Argonne National Laboratory McCoy, Anna Lemont IL 60439-4803 realistic nuclear problems (ANL) ENACT-AI: Enabling Nuclear Astrophysics Computational North Carolina State McLaughlin, Gail Raleigh NC 27695-7514 Transformation with AI. University

CMOS + X: AI-Enabled Cross-Domain Co-Design for Low- Argonne National Laboratory Miceli, Antonino Lemont IL 60439-4803 Temperature Electronics, Sensors and Computation (ANL) MIRACLE-AI: Molecular-to-Reservoir Integrated AI for Sandia National Laboratories, Mishra, Umakant Coupled Landscape and Earth-system Subsurface Livermore CA 94551-0969 California (SNL-CA) Intelligence A Material Agnostic Physics-Aware, Interpretable AI Molaei, Reza Framework for Fatigue Life Prediction in TPMS Auburn University Auburn AL 36832-5888 Structures VITA-SCALE: Vitrification AI for Scale-Bridging Prediction Savannah River National Morgan, Nathan Aiken SC 29808-0001 and Process Translation Laboratory (SRNL) IMAGINE-AI: Integrated Microbiome Analytic Generator West Virginia University Morrissey, Ember Morgantown WV 26506-6845 of Interaction Network Evolution Research Corporation Self-Driving Discovery and Co-Design of MXene Mosallaei, Hossein Northeastern University Boston MA 02115-5005 Memristors for 3D Compute-in-Memory System AI-agentic workflows to advance predictive Pacific Northwest National Mudunuru, Maruti understanding of fracture-dominated subsurface energy Richland WA 99352-1793 Laboratory (PNNL) systems Subsurface Fracture Intelligence from Integrated Drilling Mutlu, Ovunc Signals and Cuttings: A Physics-AI Framework for Ahead- New England Research, Inc. White River Junction VT 05001-9263 of-Bit Characterization and Stimulation Design Neuromorphic Terahertz Imaging via Analog Compute-in- Naghavi, Hossein University of Washington Seattle WA 98195-9472 Memory in AI-Driven Augmented Reality Hardware AI-enabled Multimodal Geophysical Monitoring of Lawrence Berkeley National Nakata, Rie Berkeley CA 94720-8099 Fracture Evolution Laboratory (LBNL) AI-Driven Multi-Scale Framework for Critical Mineral Neupane, Ghanashyam Idaho National Laboratory Discovery and Recovery from Subsurface and Idaho Falls ID 83415-0001 Hari (INL) Unconventional Sources Board of Regents of the University of Wisconsin OpenClaw-RT: Agentic AI for Accelerating In Situ Nghiem, Athena System, operating as Madison WI 53715-1218 Recovery of Critical Minerals University of Wisconsin- Madison SPOTTER-AI: Scientific Provenance-Oriented Threat Argonne National Laboratory Nicolae, Bogdan Lemont IL 60439-4803 Tracing and Attribution for Genesis Workflows (ANL) The Curators of the University AI-Enabled Digital Twin Framework for Hot Rolling Nicolosi, Gabriel of Missouri (Rolla) (Mo. Univ Rolla MO 65409-6506 Operations in the U.S. Steel Industry of Sci and Tech) Agentic HPC Pipeline Initiative (AHPI): AI-Driven Lawrence Berkeley National Nugent, Peter Orchestration of DOE Lab Codes for Advanced Berkeley CA 94720-8099 Laboratory (LBNL) Manufacturing Closed-Loop ML-Guided Electrode Development for Olbrich, Lorenz LiftOFF Technology, Inc. Somerville MA 02143-3260 High Energy Density Batteries Multi-agent Inverse Design of Block Polypeptoids Into Massachusetts Institute of Olsen, Bradley Cambridge MA 02139-4307 Hierarchical Nanomaterials Technology Real-Time Trust and Resilience for AI-Driven EPICS The University of Texas at Olufowobi, Habeeb Arlington TX 76019-0145 Scientific Workflows Arlington Reinforcement Learning for Scientific Problem-to-Code Los Alamos National O’Malley, Daniel Los Alamos NM 87544-0600 Generation via Measurement-Based Reward Functions Laboratory (LANL) Precision Microbiome Engineering in Anaerobic Regents of the University of O’Malley, Michelle Santa Barbara CA 93106-2050 Communities: from Deconstruction to Bioproduction California, Santa Barbara Opgenorth, Paul Digital twins for cell free enzymatic cascades Invizyne Technologies, Inc. Monrovia CA 91016-6356 AI-driven prediction of emerging microbial phenotypes California Institute of Orphan, Victoria Pasadena CA 91125-0001 in electrogenic consortia across scales Technology Towards Self-Evolving, Physics-Informed Digital Twins of Ostroumov, Peter Michigan State University East Lansing MI 48824-2600 Ion Accelerators and Isotope Separators Probabilistic Inference of Subsurface Fracture Halliburton Technology Padhi, Amit Connectivity for Stimulation Control with Physics Houston TX 77032-3219 Partners LLC Informed AI Cross-Domain Scientific Reasoning through Composable Brookhaven National Park, David Upton NY 11973-5000 Foundation Models Laboratory (BNL) Upscaling Particle-resolved Aerosol-Cloud Microphysics Sandia National Laboratories, Patel, Lekha Albuquerque NM 87185-0100 with Generative Modeling New Mexico (SNL-NM) POLARIS: Phase-logic Optimization via Learning and AI University of Southern Pedram, Massoud Los Angeles CA 90089-4304 for Reduced-temperature Integrated Systems California Research Foundation for the CLEAR-AI: Closed-Loop, Efficient, Adaptive, and Robust State University of New York Peng, Jiayu Amherst NY 14228-2567 AI for Agentic Chemical Manufacturing d/b/a RFSUNY - University at Buffalo Multimodal AI Finders for REE Deposits: Texas, the Perez, Nicholas Texas A&M University College Station TX 77845-4321 Colorado Mineral Belt, and the Southwest U.S.

Board of Regents of the University of Wisconsin Principles of Foundation Models for Particle and Nuclear Pettee, Mariel System, operating as Madison WI 53715-1218 Physics University of Wisconsin- Madison AI-Enabled Single Cell Phenotyping to Advance Georgia Tech Research Pinto, Ameet Atlanta GA 30332-0420 Biomanufacturing Corporation AI/ML Resonance control for high-reliability, low-cost Fermi National Accelerator Posen, Sam Batavia IL 60510-5011 accelerator operations Laboratory (FNAL) GRID OPS AI: Scaling Grid Operations with Pouya, Hamid Oklahoma State University Stillwater OK 74078-1020 Distributionally Robust, Physics Informed, Safe AI EARL: Earth-Atmosphere Agentic Research and Learning - Pacific Northwest National Pressel, Kyle - Physics-Constrained AI Closure Development for Cloud Richland WA 99352-1793 Laboratory (PNNL) Microphysics and Turbulence Radel, Ross AI-Guided Fuel Cycle Facility Optimization SHINE Technologies Janesville WI 53546-9181 REACT: Reactor Exhaust And Core Twin — Multi-fidelity Rafiq, Tariq AI Predictions for Safe, Integrated, and High- Lehigh University Bethlehem PA 18015-3093 Performance Control CATALYST Core Accelerated Trajectories with Massachusetts Institute of Rea, Cristina Cambridge MA 02139-4307 Augmented Learning bY Sim-to-experiment Transfer Technology An AI-Enabled Digital Twin Framework for Coupled Ren, Wei Surface-Subsurface Hydrologic and Biogeochemical University of Connecticut Storrs CT 06269-1133 Simulations in the Northeast U.S. Coastal Region MARS: scaling Multi-Agent Reinforcement learning for Brookhaven National Ren, Yihui Upton NY 11973-5000 Scientific hypothesis generation Laboratory (BNL) Selective Recovery of Light and Heavy Rare-Earth University of Miami Coral Rezaei, Fateme Element Pairs via Functionalized Magnetic Sorbents with Coral Gables FL 33146-2403 Gables Induction-Assisted Regeneration Closing the Loop: AI-Accelerated Interstitial Engineering Lawrence Berkeley National Ribet, Stephanie Berkeley CA 94720-8099 of Complex Concentrated Alloys Laboratory (LBNL) From Edisonian Optimization to Predictive Molecular University of Kentucky Risko, Chad Design: AI-Driven Discovery and Engineering of Lexington KY 40526-0001 Research Foundation Advanced Semiconductor Interfaces Multi-modal and multi-facility application of the Massachusetts Institute of Roland, Gunther FM4NPP foundation model: silicon trackers and electron Cambridge MA 02139-4307 Technology colliders Physics-Informed Multi-Fidelity Neural Operators for Pacific Northwest National Rosso, Kevin Rapid Multi-Physics Simulation of Enhanced Geothermal Richland WA 99352-1793 Laboratory (PNNL) Systems (MF-PINO-EGS) AI-Advantage for Defect-property prediction in non-von Lawrence Livermore National Rowberg, Andrew Livermore CA 94551-0808 Neumann computing Materials (A2D-Mat) Laboratory (LLNL) AutoQEC: AI-Driven Discovery and Optimization of Russo, Vincent Unitary Fund San Francisco CA 94111-2585 Quantum Error Correction Codes AI-enabled multiscale discovery of genotype-to- Iowa State University of Salas-Fernandez, Maria phenotype control points for lodging-resistant AMES IA 50011-2207 Science and Technology bioenergy sorghum Low-latency Embedded AI for Physics - From Waveforms Pacific Northwest National Saldanha, Richard Richland WA 99352-1793 to Discovery Laboratory (PNNL) Transforming subsurface prediction with an Arizona Board of Regents, The Saleska, Scott autonomous, multi-agent AI workflow for multi-scale Tucson AZ 85721-0158 University of Arizona coupled bio-hydrogeochemical modeling Research Foundation for the AI-Driven Autonomous and Self-Healing Readout State University of New York Salman, Emre Stony Brook NY 11794-3362 Electronics for Radiation-Tolerant HEP Detectors d/b/a RFSUNY - Stony Brook University Accelerating DUNE Physics with AI Discovery of Neutrino Sanchez, Mayly Florida State University Tallahassee FL 32306-4166 Interaction Uncertainties A.I. Era Spin Physics of Quantum Systems: Real-Time Santiesteban, Nathaly Feedback and Neural Network Optimization of Polarized University of New Hampshire Durham NH 03824-3585 Targets Agentic AI-Driven Co-Optimization of a Tandem Electro- Sargent, Edward Thermocatalytic Route to Energy-Atom-Efficient Northwestern University Chicago IL 60611-4579 Polyethylene Manufacturing from Waste Carbon DAISY: Decentralized Agentic Intelligence System for Iowa State University of Sarkar, Soumik AMES IA 50011-2207 Scientific Inquiry Science and Technology Dynamical Learning for Fast, Uncertainty-Aware Lawrence Livermore National Schneider, Michael Livemore CA 94551-0808 Cosmological Inference from Rubin Data Laboratory (LLNL) Scholberg, Kate AI-Accelerated Supernova Burst Response with DUNE Duke University Durham NC 27705-4010 GATEKEEPER: AI-Mediated Cybersecure Air-Gapped University of North Carolina at Schuckers, Stephanie Charlotte NC 28223-0001 Enclaves for High-Throughput Science Charlotte An Automated, Multimodal-AI-Enabled Cloud Chamber Brookhaven National Sedlacek, Arthur for Constraining Cloud Microphysical Processes in Earth Upton NY 11973-5000 Laboratory (BNL) System Models RAIN: Rigorous AI and Information Network for Surface- Seeman, Mikhael EnviTrace LLC Santa Fe NM 87501-1050 Subsurface Water System Coupling

Turbulence-Microphysics-Land Nexus (TML-Nexus): National Laboratory of the Sengupta, Manajit Unlocking Predictive Power for the Coupled Water Cycle Golden CO 80401-3111 Rockies (NLR) using Weather Foundation Models AI-driven co-optimization of closed fuel cycles: balancing Shafer, Jenifer Colorado School of Mines Golden CO 80401-1887 economics, security, and waste Highly connected superconducting optoelectronic

Board of Trustees of the Composable Agent Framework for Expert Fracture Tchelepi, Hamdi Leland Stanford Junior Stanford CA 94063-8445 Design and Uncertainty Quantification University Expedited Discovery by Leveraging Agentic Workflows Tedeschi, David University of South Carolina Columbia SC 29208-0001 for the Mu2e Charged Lepton Flavor Violation Search AI-Assisted Application Search and Algorithmic-Level IBM TJ Watson Research Temme, Kristan Yorktown Heights NY 10598-0218 Optimization for Quantum Algorithms Center Neurosymbolic Intelligence for Next Generation Smart The Pennsylvania State Tirupatikumara, Soundar University Park PA 16802-7000 Manufacturing University AI-Enabled Process Optimization for Multi-Feed Rare Traversy, Michael Aclara Technologies Inc. Bethesda MD 20817-6523 Earth Separation AIDA-Scout: AI for Inclusive Real-Time Anomaly The Regents of the University Ulmer, Keith Detection and Accelerated Discovery in the CMS Level-1 of Colorado d/b/a University Boulder CO 80303-1058 Scouting System of Colorado GeoTrace: From Raster to Reality-AI-Assisted 3D Lawrence Berkeley National Ulrich, Craig Modelling and Subsurface Fatal Flaw Analysis for Berkeley CA 94720-8099 Laboratory (LBNL) Nuclear Waste Disposal Sites HERALD: High-throughput ECI Review and Agentic Lawrence Berkeley National Ushizima, Daniela Berkeley CA 94720-8099 Legacy Document processing Laboratory (LBNL) From improved Coupled Ocean-Ice States to Improved Los Alamos National Van Roekel, Luke Los Alamos NM 87544-0600 Water Prediction: A Generative AI Approach Laboratory (LANL) A Foundational Generative AI Framework to Advance Lawrence Berkeley National Varadharajan, Charuleka Berkeley CA 94720-8099 Water-Energy Security Laboratory (LBNL) Self-Optimizing Digital Twin for Compact Laser Plasma Vega, Daniel Inversion Semiconductor Inc. Berkeley CA 94702-2495 Accelerator Driven Light Sources Agentic-AI driven synthesis of fuel cell catalysts though National Laboratory of the Vigil-Fowler, Derek low-temperature, controlled graphitization and iron Golden CO 80401-3111 Rockies (NLR) incorporation National Laboratory of the Vijayakumar, Ganesh AI-enabled Flow-Induced Vibration modeling Golden CO 80401-3111 Rockies (NLR) A Physics-Informed Multimodal Foundation Model for Los Alamos National Viswanathan, Hari Los Alamos NM 87544-0600 Fracture Evolution in the Upper Crust Laboratory (LANL) Quantum-Enhanced Evaluation of Nuclear Reaction Volya, Alexander Florida State University Tallahassee FL 32306-4166 Cross Sections in R-Matrix Theory AI-driven Pulse-level Optimal Control of Many-body Vrajitoarea, Andrei New York University New York NY 10012-2331 Quantum Eigensolvers SwarmSlicer: AI-Driven Design of Sensor-Network-GPU The Board of Regents, Vuran, Mehmet Slicing in 6G Wireless Networks for Distributed University of Nebraska for the Lincoln NE 68583-0861 Autonomous Cyber-physical Testbeds University of Nebraska-Lincoln Integrated AI-Driven Weeks-to-Years Prediction of Oak Ridge National Laboratory Wang, Dali Water for Energy in the Tennessee Valley Authority Oak Ridge TN 37831-6118 (ORNL) Region Differentiable Physics-Integrated Generative Modeling Wang, Jian-Xun Cornell University Ithaca NY 14850-2820 for Complex Turbulent Flows in DOE Energy Systems Bridging Genomics and Reactive Transport Models with Wang, Jiaze University of Maine Orono ME 04469-5717 AI for Subsurface Prediction CASCADE: Composable Assurance for AI-enabled University of North Carolina at Wang, Jinzhen Charlotte NC 28223-0001 Scientific Computing with Agentic Error Governance Charlotte Agentic AI-Driven Discovery of Enzyme Conformational Arizona Board of Regents, The Wheeler, Travis Tucson AZ 85721-0158 Dynamics in Microbial Systems University of Arizona AURORA-AI: Alaska Utility Resilience & Optimization Wies, Richard University of Alaska Fairbanks Fairbanks AK 99775-7880 using Real-time AI HARVEST-CMM: Hybrid AI-driven chelator-protein co- Regents of the University of Wilson, Justin design for Robust Extraction and Selective separaTion of Santa Barbara CA 93106-2050 California, Santa Barbara Critical Mineral Materials Board of Regents of the University of Wisconsin Stellarator blanket optimization with differentiable Wilson, Paul System, operating as Madison WI 53715-1218 Monte Carlo neutronics University of Wisconsin- Madison Learning to Decode at Hardware Speed: Distilled The Regents of the University Wong, Daniel Riverside CA 92521-0217 Intelligence for Quantum Error Correction of California, Riverside Agentic AI for Real-time Expedited Discovery from High- Xie, Wei Purdue University West Lafayette IN 47906-1332 Complexity EIC Data Streams AI framework for Realtime Critical Mineral Resources Sandia National Laboratories, Xu, Guangping Albuquerque NM 87185-0100 Mapping and Characterization While Drilling New Mexico (SNL-NM) AI-Enabled Digital Twin for Scalable Injector Old Dominion University Yadav, Monika Norfolk VA 23508-2561 Optimization and Control Research Foundation Multi-Fidelity AI Foundation Model for Coupled Surface- Argonne National Laboratory Yan, Eugene Groundwater Predictions of Water Availability and Flood Lemont IL 60439-4803 (ANL) Hazards Across CONUS

Board of Trustees of the GENESIS-AR: GENErative models and New observationS Yang, Da Leland Stanford Junior Stanford CA 94063-8445 for Improved S2S prediction of Atmospheric Rivers University SMART-AI for Scale-Up and MAterial Reliability Oak Ridge National Laboratory Yang, Ying Translation of Advanced Structural Alloys for Fusion Oak Ridge TN 37831-6118 (ORNL) Applications Research Foundation for the PHOCUS: PHage-host interaction programming for State University of New York Ye, Yinyin Amherst NY 14228-2567 anaerobic micrObiome Control Using AI-guided deSign d/b/a RFSUNY - University at Buffalo Characterizing the Performance of HPC Workloads from Lawrence Livermore National Yeom, Jae-Seung Livermore CA 94551-0808 Binary Executables Laboratory (LLNL) An Agentic AI Framework for Seasonal-to-Interannual Yoo, Jinwoong U.S. Water Prediction: Coupling Large AI-based University of Maryland College Park MD 20742-5141 Prediction Models and Wavelet Diffusion with E3SM Autonomous Identification of Semiconductor Charge National Laboratory of the Zakutayev, Andriy Golden CO 80401-3111 Transport Physics Rockies (NLR) Scalable Heterogeneous Federated Learning Framework Zhang, David SRI International Menlo Park CA 94025-3453 (SHFL) AI Driven Workflow with Cyber Assured Digital Twin for Georgia Tech Research Zhang, Fan Atlanta GA 30332-0420 Autonomous Operations in SMRs and Microreactors Corporation Adversarial Robustness Framework for AI Models in Zhang, Jielun University of North Dakota Grand Forks ND 58202-7306 Battery Management and Energy Science Workflows Drift-Aware Initialization of Coupled Earth System Pacific Northwest National Zhang, Shixuan Models for Scalable Subseasonal-to-Seasonal Prediction Richland WA 99352-1793 Laboratory (PNNL) Using Agentic AI AI-driven co-design of protein-van der Waals hybrids for Pacific Northwest National Zhang, Shuai Richland WA 99352-1793 high-performance microelectronics Laboratory (PNNL) Accelerating Measurement-Based Quantum Simulation Zhang, Youtao University of Pittsburgh Pittsburgh PA 15213-2303 Software Design with Artificial Intelligence Scalable Twin for Intelligent Turbulence and Cloud Lawrence Livermore National Zhang, Yunyan Livermore CA 94551-0808 Heuristics (STITCH) Laboratory (LLNL) Board of Trustees of the Zhao, Huimin Foundation Models for Metabolic Engineering Champaign IL 61820-7406 University of Illinois An AI-Driven Platform for HLW Repository Design and Lawrence Berkeley National Zheng, Liange Analysis with Digital Twins, GIS Data Integration, and Berkeley CA 94720-8099 Laboratory (LBNL) Surrogate Models An End-to-End AI Framework for Performance Zhou, Keren George Mason University Fairfax VA 22030-4422 Prediction and Optimization in HPC Applications STRATOS: Security and Trust Runtime Architecture for Zhu, Liuwan University of Hawaii Honolulu HI 96822-2234 Time-critical Operational Science WISE: Water Intelligence System for Energy Lawrence Berkeley National Zhu, Qing Berkeley CA 94720-8099 infrastructures Laboratory (LBNL) Toward a U.S. Institute for Cell Design: AI-Driven The Curators of the University Zia, Roseanna Computer-Ready Synthetic Cells with Quantum Columbia MO 65201-0001 of Missouri Integration Al-4- Algae: Unleashing Domestic Production of Algal Pacific Northwest National Zucker, Jeremy Biomass through Physics-Informed Machine Learning Richland WA 99352-1793 Laboratory (PNNL) Bioreactors