Bioinspired Structural Composites: Advances in Experiments, Simulations, and AI Based Design

仿生结构复合材料：实验、模拟和基于人工智能的设计的进展

• 批准号: 2214718
• 负责人: Hendrik Heinz
• 金额: $ 0.8万
• 依托单位: Materials Research Society
• 依托单位国家: 美国
• 项目类别: Standard Grant
• 财政年份: 2022
• 资助国家: 美国
• 起止时间: 2022-07-01 至 2022-12-31
• 项目状态: 已结题
• 来源: https://www.nsf.gov/awardsearch/showAward?AWD_ID=2214718&HistoricalAwards=false
• 关键词: Bioinspired; Structural; Composites; Advances; Experiments

Non-technical AbstractThis award will support a symposium at the 2022 Spring Meeting of the Materials Research Society (MRS), entitled “Bioinspired Structural Composites—Advances in Experiments, Simulations and AI-Based Design” (SF12). The event will be held during May 8-13, 2022, at the Hawaiʻi Convention Center in Honolulu, HI, as well as during the Virtual MRS Spring Meeting during May 23-25. The symposium will bring together many of the world’s leading experts in bioinspired composites research, which has applications in functional materials, defense, aerospace, and commercial transportation technologies. The event also emphasizes topics from artificial intelligence (AI) and simulation in chemistry, physics and engineering of composites that have not been covered in previous meetings. The symposium will bring together leading scientists, junior scientists, and attendees from an interdisciplinary and diverse research community to foster cross-cutting idea exchange and new collaborations in the topical area of bioinspired composite materials and data-driven design of complex materials. The aim of the symposium is the integration of advances in multidisciplinary areas into convergent research efforts to improve the performance of existing materials and uncover emergent promising materials, including high-throughput and automated experiments, computation, and data-driven discovery. NSF funds will help to broaden participation at the symposium and will support speakers and attendees with an emphasis on including women and under-represented minorities.Technical AbstractThis award will support the symposium on “Bioinspired Structural Composites—Advances in Experiments, Simulations and AI-Based Design” (SF12), to be held May 8-13, 2022, at the Hawaiʻi Convention Center in Honolulu, HI, as well as during the Virtual MRS Spring Meeting during May 23-25. The symposium aims at connecting scientists and engineers with expertise in different research fields related to structural and functional composites, such as physics, materials science, biology, polymer science, bioengineering, chemistry, mechanical engineering, and data science to advance cutting-edge research tools and design innovative materials for transportation, aerial vehicles, aerospace, electronics, and medical device technology. Contributions will include tailoring material interfaces and hierarchical design, advances in characterization using electron microscopy (STEM, EELS, and electron tomography), scanning probe microscopy (AFM, AFM-IR, peak force, K-AFM, STM-AFM, C-AFM), fluorescence microscopy, spectroscopy, and nano X-ray tomography to visualize and assess morphology-property relationships at multiple length scales from atoms to meters. In addition, there will be contributions that focus on inspiration from nature, biology, and bioengineering will form an integral part of the symposium. Recent developments in data analysis, autonomous optimization, multiscale simulation (quantum-mechanical, atomistic, coarse-grained) and AI for a better understanding of molecular and interfacial interactions, chemical reaction kinetics, growth of different phases (nodules, amorphous, crystalline, interdigitated), and property predictions will be presented. Through presentations and discussions, the symposium will foster advances in convergent research efforts that integrate traditional and high-throughput experiments, applications in medicine, data science, simulation, and ML methods.This award reflects NSF's statutory mission and has been deemed worthy of support through evaluation using the Foundation's intellectual merit and broader impacts review criteria.

非技术摘要这一奖项将在材料研究学会（MRS）的2022年春季会议上支持题为“生物启发的结构复合材料 - 实验，模拟和基于AI的设计”（SF12）的春季会议。该活动将于2022年5月8日至13日在HI檀香山的夏威夷会议中心以及5月23日至25日的虚拟春季会议上举行。该研讨会将汇集许多世界领域的生物启发作品研究专家，该研究在功能材料，国防，航空航天和商业运输技术中都有应用。该活动还强调了人工智能（AI）的主题以及在以前的会议中尚未涵盖的化学，物理和工程学中的模拟。研讨会将从跨学科和潜水员研究界组成领先的科学家，初级科学家和与会者，以促进跨裁判的想法交流，并在生物启发的复合材料的最高领域以及复杂材料的数据驱动设计的最高领域中进行新的合作。研讨会的目的是将多学科领域的进步整合到融合研究工作中，以改善现有材料的性能并揭示出紧急的承诺材料，包括高通量和自动化实验，计算和数据驱动的发现。 NSF资金将有助于扩大在研讨会上的参与，并将支持演讲者和与会者，重点是包括女性和代表性不足的少数群体。技术抽象奖将支持“生物启发的结构复合材料”研讨会，“实验，模拟和AI基于AI的设计”（SF12），持续的（SF12），待定的“基于simulations and simulations”的依据”，该奖项的临时，该奖项的临近。檀香山，嗨，以及在5月23日至25日的虚拟春季会议期间。该研讨会旨在将科学家和工程师与与结构和功能组成有关的不同研究领域的专家联系起来，例如物理，材料科学，生物学，聚合物科学，生物工程，化学，机械工程和数据科学，以推动促进促进的材料和设计创新的材料，运输，航空航天，航空航天，电子设备，电子设备，电子设备和设计创新的材料。 Contributions will include tailoring material interfaces and hierarchical design, advances in characterization using electron microscopy (STEM, EELS, and electron tomography), scanning probe microscopy (AFM, AFM-IR, peak force, K-AFM, STM-AFM, C-AFM), fluorescence microscopy, spectroscopy, and nano X-ray tomography to visualize and assess morphology-property relationships at multiple length scales From原子至米。此外，将有一些贡献着重于自然，生物学和生物工程的灵感，这将构成研讨会的组成部分。数据分析，自主优化，多尺度模拟（量子力学，原子，粗粒，粗粒）和AI的最新发展，以更好地理解分子和界面相互作用，化学反应动力学，不同相的生长（结节，无态，无态，结晶，结晶，互预测）以及属性预测。通过演讲和讨论，研讨会将促进融合研究工作的进步，以整合传统和高通量实验，医学，数据科学，仿真和ML方法的应用。该奖项反映了NSF的法定任务，并被认为是通过评估基金会的知识和更广泛的影响来通过评估来获得支持的珍贵的。