The National Science Foundation Division of Civil, Mechanical, and Manufacturing Innovation awarded a $354,392 Project Grant to The Regents of the University of California for collaborative research on learning and distributional feedback control for fabrication of advanced materials. The three-year award running from August 1, 2021 to July 31, 2024 is funded through the Engineering program (CFDA 47.041) to improve innovation, creativity and excellence in engineering research and education....
The University of California Santa Cruz will receive $458,486 under a two-year Project Grant from the National Science Foundation Division of Computing and Communication Foundations. The grant will fund research titled "Collaborative Research: Algebraic Framework of Compositional Functions for New Structure, Training, and Explainability of Deep Learning" from January 1, 2022 to December 31, 2024. The research aims to develop new techniques for deep learning model structure, training...
The National Science Foundation awarded a $593,000 Project Grant to the University of California, Santa Barbara under the Engineering federal grant program (CFDA 47.041) from September 1, 2021 through August 31, 2026. The grant funds research into the dynamics of fragile interfaces as part of the NSF's mission to foster innovation and excellence in engineering research. The University of California, Santa Barbara will conduct the proposed research at its campus location in Santa Barbara,...
The National Science Foundation awarded a $574,200 Project Grant to the University of California Irvine under the Engineering federal grant program (CFDA 47.041) from April 2023 through March 2028. Through this award, UC Irvine will develop a framework to optimize material composition design under uncertainty at small length scales, quantifying effects on component properties. The university will convert the design problem into a statistical learning problem leveraging machine learning to enable...
The University of California, Santa Barbara (UCSB) received a three-year, $124,971 Project Grant from the National Science Foundation (NSF) under the Computer and Information Science and Engineering program (CFDA 47.070). The grant supports the development of new machine learning techniques and software tools for data-driven modeling, simulation, and design of soft materials with targeted properties. Specifically, UCSB will apply adversarial training methods and deep neural networks to...
The University of California, Santa Cruz (UCSC) has been awarded a $794,266 Project Grant from the Department of Defense's Basic, Applied, and Advanced Research in Science and Engineering program (CFDA 12.630). The grant, titled "Dual-Beam SEM/FIB Instrument for Research and STEM Education in Nanoscale Science and Engineering," will fund the acquisition of a dual-beam scanning electron microscope and focused ion beam instrument. This specialized equipment will support advanced research...
President And Board Of Trustees Of Santa Clara College was awarded a $249,829 Project Grant from the National Science Foundation Division of Civil, Mechanical, and Manufacturing Innovation Engineering program (CFDA 47.041) on June 1, 2023 to establish a data-driven approach for the discovery and optimization of additively manufacturable mechanical metamaterials. Through this funding, the university will develop computational methods using artificial intelligence to co-design the geometry and...
The University of California, Davis received a three-year, $245,101 project grant from the National Science Foundation Division of Civil, Mechanical, and Manufacturing Innovation under the Engineering (47.041) federal grant program. The grant will fund research from November 2021 through October 2024 to develop a micromechanics-based framework for modeling fracture in structural steel weldments. The framework aims to improve understanding of weldment failure and inform engineering design. The...
This $143,555 Project Grant awarded by the National Science Foundation's (NSF) Computer and Information Science and Engineering (CISE) program (CFDA 47.070) will support research to develop new machine control methods and software techniques that blend automated and manual control for digital fabrication. The project aims to enable domain experts to adapt digital manufacturing processes to their specific needs, leading to new products, materials, and types of digital fabrication. The research...
The University of California, Merced received a $750,000 National Science Foundation Project Grant under the Engineering program (CFDA 47.041) to support research titled "UNDERSTANDING THE DEFORMABILITY OF BIOLOGICAL FILAMENTS FROM THEIR ATOMISTIC LEVEL DETAILS" from January 1, 2022 through December 31, 2026. The grant will fund research examining the deformability of biological filaments through analysis of their atomic structure to gain a deeper understanding of their material...