Of particular interest are approaches to expand the chemical diversity of biomolecular architectures beyond elements and chemical bonds common to natural biological systems. This research thrust also includes the design of self-assembled biomolecular or hybridCurrent Research Topics for DEVCOM ARL BAA For Foundational Research W911NF-23-S-0001 This document generated on 07/19/2024 9 This document [...] The research program seeks the development of foundational science to assure information flows in autonomous cyber systems, protect their interactions with capable adversaries, and understand how to apply and account for deception. [...] These investigations are expected to enable transformative capabilities for the Soldier in the areas of protection, maneuver, and sustainability. [...] This program seeks transformational basic science discoveries in optical physics that are needed to enable dynamic control of light for remote sensing, information routing, and energy transmission. [...] Hybrid approaches that properly incorporate prior or learned models of the systems to be controlled into the problem formulation are emerging and their furthering is encouraged in this program. [...] Key attributes of Army RF sensors are the ability to operate in harsh environments and constraints on size, weight and power consumption. [...] Multi-scale Modeling Research focuses on the development of models of complex physical systems in order to significantly reduce development time and evaluation costs of these systems. This goal can be through development of 1) high-fidelity at-scale models and 2) computational methodologiesCurrent Research Topics for DEVCOM ARL BAA For Foundational Research W911NF-23-S-0001 This document generate [...] Hence, novel approaches in machine learning are urgently needed to allow for construction of high-fidelity and predictive models of physical systems.Current Research Topics for DEVCOM ARL BAA For Foundational Research W911NF-23-S-0001 This document generated on 07/19/2024 80 This document generated on 07/19/2024 Army Research Directorate (ARD) Research Topic Cyber Security Title: ARL-BAA-0044 [...] Research related to the novel application of electric- and magnetic-field sensors to analyze electric power system operation, including islanded microgrids and large fixed grids.Current Research Topics for DEVCOM ARL BAA For Foundational Research W911NF-23-S-0001 This document generated on 07/19/2024 84 This document generated on 07/19/2024 Army Research Directorate (ARD) Research Topic Title: [...] Can crowd-sourcing techniques be used to provide reward shaping and evaluative human feedback to rapidly train autonomous agents? What are the best methods and approaches to elicit the notion of "'functional equivalence" from crowd workers?Current Research Topics for DEVCOM ARL BAA For Foundational Research W911NF-23-S-0001 This document generated on 07/19/2024 93 This document generated on 07/19/