Institution
University of Illinois Urbana-Champaign
Recent research
- BiologyOpen access
The urinary pathobiont Actinobaculum massiliense can generate androgens via the dirAB pathway
While overlooked during the Human Microbiome Project, characterizing the urinary microbiota in health and disease is a new frontier in microbiome science. Recent studies have associated differential abundance of bacterial taxa including Propionimicrobium lymphophilum and Actinoba...
- Climate & EnvironmentOpen access
Microsynteny Analysis Clarifies the Early Diversification of Cypriniform Fishes
While genomic data are powerfully informative for phylogenetic inference, traditional sequence-based analyses can be confounded by issues like homoplasy and incomplete lineage sorting, leaving deep nodes unresolved. Synteny, the conservation of gene order along a chromosome, pres...
- BiologyOpen access
Managing chronic wasting disease (CWD) – a fatal, transmissible prion disease of cervids – has many challenges, such as determining the number of cervids to test to accurately estimate true prevalence with apparent prevalence. Options range from basic equations to complex techniq...
- AI & ComputingOpen access
Sums of Schubert structure constants with bounded Coxeter length
Pak–Robichaux recently introduced a signed puzzle rule for Schubert structure constants, which they use to show that sums γ k ( n ) of these constants with a bounded number of inversions are polynomial. We give a different, conceptual proof that γ k ( n ) is (eventually) polynomi...
- Climate & EnvironmentOpen access
A genomic catalog of Earth’s bacterial and archaeal symbionts
1 SUMMARY Microbial symbiosis drives the functional and phylogenomic diversification of life on Earth, yet remains underexplored due to culturing challenges. This study employed machine learning (ML) to predict symbiotic lifestyles in hundreds of thousands of microbial genomes fr...
- AI & ComputingOpen access
Abstract End-to-end deep neural networks have achieved remarkable success across various domains but are often criticized for their lack of interpretability. While post hoc explanation methods attempt to address this issue, they often fail to accurately represent these black-box...
- Health & MedicineOpen access
Abridged Retinal Fluorescence Lifetimes in Glaucoma
This study investigates the relationship between glaucoma and retinal fluorescence lifetimes using FLIO. The results show that participants with glaucoma have shorter mean lifetimes compared to those without glaucoma, even after adjusting for age and diabetes status. The study su...
- Health & MedicineOpen access
Abridged Retinal Fluorescence Lifetimes in Glaucoma
This study investigates the relationship between glaucoma and retinal fluorescence lifetimes using FLIO. The results show that participants with glaucoma have shorter mean lifetimes compared to those without glaucoma, even after adjusting for age and diabetes status. The study su...
- Society & Economics
Taking Aristotle seriously in liberal democracy
This paper replies to Randall Curren’s review of my book, Against Aristotelian Character Education. I argue that Curren’s response leaves the book’s central dilemma untouched. First, I argue that liberal freedom and equality place demands on compulsory public education that exten...
- Climate & EnvironmentOpen access
Dams trigger long-term river-floodplain decoupling in dynamic Andean foreland rivers
Andean foreland rivers are preferential sites for ongoing and planned hydroelectric dam construction in the Amazon Basin. These rivers are characterized by high sediment fluxes that drive rapid rates of channel migration, large river-floodplain sediment exchanges, and creatediver...
- Physics & SpaceOpen access
Abstract Community detection algorithms such as Leiden frequently produce clusters thatare internally disconnected or poorly connected, limiting their utility indownstream network analysis. The Well-Connected Clusters (WCC) and ConnectivityModifier (CM) algorithms address this by...
- AI & ComputingOpen access
Zeros of L-functions and large partial sums of Dirichlet coefficients
Abstract Let $$L(s,\pi )=\sum _{n=1}^{\infty }\lambda _{\pi }(n)n^{-s}$$ L ( s , π ) = ∑ n = 1 ∞ λ π ( n ) n - s be an L -function that satisfies a weak form of the generalized Ramanujan conjecture. We prove that large partial sums of $$\lambda _{\pi }(n)$$ λ π ( n ) strongly rep...
- Climate & EnvironmentOpen access
Artisanal fisheries are fundamental to riverine socioecological systems, yet fishing communities remain underrepresented in environmental governance and decision-making. This gap constrains the incorporation of local knowledge into environmental decision-making and may reduce the...
- AI & ComputingOpen access
Estimating the Number of Components in Finite Mixture Models via Variational Approximation
This work introduces a new method for selecting the number of components in finite mixture models (FMMs) using variational Bayes, inspired by the large-sample properties of the Evidence Lower Bound (ELBO) derived from mean-field (MF) variational approximation. Specifically, we es...
- Biology
Purpose: Differences in the size of velopharyngeal structures across racial groups at rest have been described in the literature, with race influencing adenoid thickness, pharyngeal depth, effective velar length, and velar length. The purpose of this study was to examine differen...
- Society & Economics
Recent strengthening of eastern Pacific ENSO in the last millennium paleorecord
The Pacific El Niño–Southern Oscillation (ENSO) generates climate extremes that endanger ecosystems, infrastructure, and human well-being worldwide. The response of this system to climate warming is poorly constrained, due both to data scarcity and uncertainties in climate models...
- Society & EconomicsOpen access
Norms are fundamental to social life, but basic questions about how they are affected by social context remain. Specifically, how do normative constraints depend on the presence and status of observers, and how do such relational contingencies vary across cultures? Using data fro...
- Engineering & TechnologyOpen access
The shift toward low global warming potential (low-GWP) refrigerants has increased interest in alternatives such as R-1234ze(E), R-1233zd(E), and R-1234yf for medium to high-temperature heat pump systems. However, experimental condensation data for these refrigerants at medium-to...
- BiologyOpen access
Discovery and engineering of enzymes for new-to-nature photobiocatalysis
Photobiocatalysis integrates enzymatic catalysis with photochemistry, enabling challenging radical transformations with high selectivity under mild conditions. Early developments in this field were largely driven by the discovery that enzyme-bound cofactors can form photoactive c...
- BiologyOpen access
The urinary tract commensal Peptoniphilus spp. encodes a novel 17β-hydroxysteroid dehydrogenase
ABSTRACT Microbial steroid metabolism represents an underappreciated extension of the vertebrate endocrine system, with growing evidence that host-associated microbes contribute to the diversity and bioavailability of sex steroids to human tissues. Emerging studies have linked mi...