Project Grant 2552620
- This National Science Foundation (NSF) Engineering program (CFDA 47.041) award of $587,250 to The Pennsylvania State University, doing business as Penn State, will support research to create and evaluate new methods for incorporating decision support through artificial intelligence during early building design. The project aims to develop flexible machine learning models that can predict key building performance metrics, enable interactive human-computer collaboration on design exploration,...
- Federal Grant Award Summary The National Science Foundation (NSF) Division of Mathematical Sciences awarded The Pennsylvania State University $519,851 under the Mathematical and Physical Sciences program (CFDA 47.049) to develop advanced machine learning algorithms that leverage geometric structures in dynamical systems modeling. Beginning September 1, 2025, and concluding August 31, 2028, this three-year project will produce a stable and accurate artificial intelligence (AI) model capable of...
- The National Science Foundation (NSF) awarded a $300,000 Early-concept Grant for Exploratory Research (EAGER) under the Engineering program (CFDA 47.041) to The Pennsylvania State University, doing business as Penn State, to conduct research on expanding the use of artificial intelligence (AI) in manufacturing. The project focuses on developing deep clustering and generative modeling techniques to identify geometric similarities between new part designs and existing designs to improve...
- The National Science Foundation Division of Civil, Mechanical, and Manufacturing Innovation awarded the Regents of the University of Michigan $304,793 on August 1, 2026, for a Project Grant under the Engineering program (CFDA 47.041) focused on data-driven agentic artificial intelligence for trustworthy design of autonomous engineered systems. The award funds development of computational and data-enabled approaches to multidisciplinary design optimization. The project addresses the...
- The National Science Foundation Division of Civil, Mechanical, and Manufacturing Innovation awarded The Pennsylvania State University $617,816 on April 1, 2026, to develop physics-infused intelligence methods enabling dexterous manipulation by aerial robots in real-world environments. The award funds research to advance aerial manipulators capable of performing tasks such as close-contact inspection of inaccessible structures, toggling elevated switches, and mounting sensors on tall...
- This National Science Foundation (NSF) Engineering program (CFDA 47.041) award provides $100,000 to The Pennsylvania State University (Penn State) to establish rigorous foundational artificial intelligence and network science strategies for representing data, building search mechanisms, and facilitating collaboration among small and medium-sized manufacturing enterprises (SMEs). The award aims to help enhance the U.S. manufacturing base, promote national security and self-sufficiency, and create...
- The National Science Foundation (NSF) Directorate for Engineering (CFDA 47.041) awarded a $299,662 Project Grant to The Pennsylvania State University, doing business as Penn State, for a project titled "COLLABORATIVE RESEARCH: LEVERAGING CROWD-AI TEAMS FOR SCALABLE NOVELTY RATINGS OF HETEROGENEOUS DESIGN REPRESENTATIONS". This research project will develop a framework to accurately evaluate the novelty and quality of complex, heterogeneous design artifacts using a combination of...
- The Pennsylvania State University received a $364,032 federal Project Grant award from the National Science Foundation (NSF) Engineering (CFDA 47.041) program. The aim of this 3-year award is to derive a rigorous and highly effective discrete structural optimization framework by converging structural optimization principles and sequential decision-making algorithms. The research will explore how to define Markov decision process actions to accommodate discrete design variables representing...
- The National Science Foundation (NSF) Directorate for Engineering awarded a 5-year, $626,006 CAREER grant to The Pennsylvania State University, doing business as Penn State, to support research that enables dynamic modeling, control, and design for next-generation autonomous aerial systems with enhanced capabilities and operational efficiency. The project aims to establish a foundational framework that could revolutionize the entire lifecycle of autonomous systems, from production to...
- This National Science Foundation Project Grant of $728,684 supports research at The Pennsylvania State University to develop new machine learning and mathematical methods for quality control in manufacturing. Funded under the Engineering program (CFDA 47.041), the award runs from June 1, 2022 to May 31, 2025. Specifically, the university will first create improved algorithms for identifying a subset of key process variables in continuous manufacturing that best indicate overall plant control,...
The National Science Foundation Division of Civil, Mechanical, and Manufacturing Innovation awarded The Pennsylvania State University $335,119 on August 1, 2026, under the Engineering program (CFDA 47.041) to develop data-driven agentic artificial intelligence approaches for multidisciplinary design optimization of autonomous engineered systems. The project will create computational and data-enabled solutions that reduce design time and cost across systems involving interactions across multiple physics domains—including floating offshore platforms, aircraft, additive manufacturing, and marine robots. The work addresses a central mathematical bottleneck in multidisciplinary design through a novel level set-based approach leveraging probabilistic kernel-based methods from machine learning. The project will develop a large language model-based agent that translates structured engineering intent into verified coupled simulation workflows, enabling integration of disparate computer codes without exposing derivative information. Bayesian decision theory will improve probabilistic models adaptively via information-theoretic acquisition policies to reduce computational costs. Performance occurs in State College, Pennsylvania. The award runs through July 31, 2029.
Mod # | Description | ReasonForModification | Federal Obligation | Date |
|---|---|---|---|---|
| Not listed | $335.1k | 8/4/26 |