Automated Visualization of Environmental and Genomic Data to Track Antibiotic Resistance in a Lysimeter System by Connor Lee (22327243)

“…Resistant E. coli strains were isolated from leachate, soil, and plant tissue, and whole-genome sequencing was performed to identify ARGs. A Python-based Bactopia pipeline was developed to generate heat maps, multiple sequence alignments, and chord graphs, enabling spatial and functional analysis of ARG patterns. …”

The distribution of martial arts schools in China ( by Pengfei Yu (680800)

The distribution of martial arts schools and Wushu hometowns in China by Pengfei Yu (680800)

The kernel density analysis of arts schools in China by Pengfei Yu (680800)

The hot and cold point distribution of martial arts schools in China by Pengfei Yu (680800)

Global regression parameters of OLS model. by Pengfei Yu (680800)

“…Using python to obtain the latitude and longitude data of the MASs through Baidu Map API, and with the help of ArcGIS (10.7) to coordinate information presented on the map of China. …”

The results of OLS model. by Pengfei Yu (680800)

“…Using python to obtain the latitude and longitude data of the MASs through Baidu Map API, and with the help of ArcGIS (10.7) to coordinate information presented on the map of China. …”

Regional regression parameters of GWR model. by Pengfei Yu (680800)

“…Using python to obtain the latitude and longitude data of the MASs through Baidu Map API, and with the help of ArcGIS (10.7) to coordinate information presented on the map of China. …”

Automation of Bactopia Pipeline for Tracking Antibiotic Resistance from Treated Municipal Wastewater Reuse in a Spinach-Grown Lysimeter System by Connor Lee (22327243)

“…The team developed a Python-based wrapper to automate the Bactopia pipeline, which integrates genome assembly, annotation, and ARG detection tools. …”

Engineering Various Components of a Magneto-Optical Trap and Simulation of Ultracold Atoms in a Harmonic Potential for the Formation of Bose-Einstein Condensate by Rahul Das (22607879)

“…Key experimental components include a magnetic-field compensator, and RF antenna integrated with a Python-based GUI control system. Complementary simulations model atom dynamics in a harmonic potential and cloud evolution under quenches, outlining pathways toward achieving a Bose–Einstein condensate. …”

Topological and functional comparison of the NeKo networks created for the medulloblastoma subgroups using the HURI databases. by Marco Ruscone (11747264)

Expanding Access to Advanced Scientific Workflows: The NSF Unidata Science Gateway Leverages Innovative Capabilities of the NSF Jetstream2 Cloud for Atmospheric Science Education by Julien Chastang (640650)

“…These servers provide ready-to-use, cloud-based environments that eliminate the need for students to install complex software on their personal devices. …”

Catalogue of compact radio sources in Messier-82 from e-MERLIN observations by Sibongumusa Shungube (21197363)

“…<p dir="ltr">This dataset presents a catalogue of compact radio sources identified in the central region of the starburst galaxy Messier 82 (M82) using 2016 L-Band (1–2 GHz) continuum data from the e-MERLIN interferometer. …”

py-rocket: A Docker image to promote cross-language (Python, R) collaboration across diverse user platforms for cloud computing in the earth sciences by Eli Holmes (20363193)

“…</p><p><br></p><p dir="ltr">A sturdy Docker stack relies on a solid base image. Here we present work on the py-rocket base image and illustrate how this enhances collaboration while providing familiar IDEs and environments to both R and Python users. …”

Integrating Scientific GUI Applications into Autoscaled Science Gateway Environments by Julien Chastang (640650)

Introduction to the iModulonMiner using public <i>B</i>. <i>subtilis</i> RNA-seq data as a case study. by Anand V. Sastry (6619310)

EthoPy: Reproducible Behavioral Neuroscience Made Simple by Alexandros Evangelou (22235917)

“…To overcome these challenges, we developed EthoPy, an open-source, Python-based behavioral control framework that integrates stimulus presentation, hardware management, and data logging. …”

Processing parameters. by Hosamane Guruswamy Prashantha Kumar (21433265)

“…An improvement of 33% occurred in the sliding performance after LSP treatment because the COF reduced from 0.30 to 0.20. The constructed Python-based digital twin model employed multi-variable regression analysis for 30 experimental trials yielding an R² value of 0.91 and an RMSE value of 0.026 mm³/N·m. …”

Methodological Approach Based on Structural Parameters, Vibrational Frequencies, and MMFF94 Bond Charge Increments for Platinum-Based Compounds by Gloria Castañeda-Valencia (20758502)

“…The developed bci optimization tool, based on MMFF94, was implemented using a Python code made available at https://github.com/molmodcs/bci_solver. …”

List of Abbreviations by Gursimran Singh (575288)

“…PyNoetic is one of the very few frameworks in Python that encompasses the entire BCI design pipeline, from stimulus presentation and data acquisition to channel selection, filtering, feature extraction, artifact removal, and finally simulation and visualization. …”