Ensuring adequate water quality is essential for human health and for effective allocation of resources in agriculture, energy, and manufacturing. However, the current state-of-the-art for water quality testing requires expensive equipment and technical expertise to analyze samples and takes days to obtain results from off-site labs, making it inaccessible to...
Wearable-based human activity recognition is well-studied in the machine learning and pervasive computing community. A large corpus of studies focused on using wearable sensors to recognize health-related behaviors that involve high periodicity in the sensed signal, such as sitting, walking, and running. Other activities that occur less frequently throughout the...
SAMDI-MS, which stands for self-assembled monolayers (SAMs) for matrix-assisted laser desorption ionization (MALDI) mass spectrometry (MS), is a powerful tool that has enabled the development of novel high-throughput screening and experimentation methods for decades. SAMDI-MS works by immobilizing analytes to functionalized SAMs prior to MS analysis and is capable of...
Reproduction requires a complex orchestration of processes from the formation of the reproductive system through the successful development of the fetus, and nutrients are necessary to fuel these processes during many aspects of reproduction. Zinc is an essential metal that is fundamental in gamete maturation, gonadogenesis, and fertilization. Disruption in...
No two cells in a population are identical to each other. Cell populations are almost universally heterogeneous, with their heterogeneity or variability often underlying complex emergent behavior and phenotypes. Heterogeneity presents a challenge to the discovery, characterization, and control of multicellular systems. Heterogeneity exists across multiple scales, ranging from the...
The first chapter of the dissertation analyzes a moral hazard problem where a firm incentivizes a team of complementary workers in the presence of trust concerns. As we show, when concerned about team members not trusting each other, the firm typically sacrifices statistically-relevant information, compensating some workers based solely on...
In most markets, consumers of goods and services have vastly more options available to them than they will consider closely. At the point of making a decision, consumers are choosing between only a small subset (i.e., a consideration set) of all possible alternatives. The preceding process that forms these consideration...
Over 10 billion tons of concrete are produced for the construction industry every year, making concrete the second most used substance on Earth, only surpassed by water. With such high importance as a building material, there is significant need for the ability to accurately model concrete behavior. As a quasi-brittle...
Anxiety and depression are highly prevalent, recurrent, and major public health problems. Decades of research has uncovered associations between symptom dimensions of anxiety and depression and abnormal neural activation across executive control-, threat-, and reward-related networks. Recent studies have developed a hierarchical symptom structure of anxiety and depression termed the...
The development of functional materials with rationally designed hierarchical structure is an interdisciplinary challenge. Looking to nature for inspiration, we use small molecules that
engage in directed self-assembly through carefully tuned intermolecular interactions to construct
materials that have structure at multiple length scales. In this work, supramolecular structures
formed using...