Automated Visualization of Environmental and Genomic Data to Track Antibiotic Resistance in a Lysimeter System حسب 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. …"

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

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

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

Methodological Approach Based on Structural Parameters, Vibrational Frequencies, and MMFF94 Bond Charge Increments for Platinum-Based Compounds حسب 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. …"

Engineering Various Components of a Magneto-Optical Trap and Simulation of Ultracold Atoms in a Harmonic Potential for the Formation of Bose-Einstein Condensate حسب 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. …"

py-rocket: A Docker image to promote cross-language (Python, R) collaboration across diverse user platforms for cloud computing in the earth sciences حسب 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. …"

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

"…</p><p><br></p><p dir="ltr">This presentation will highlight two case studies that demonstrate the practical applications of our advanced computational tools. …"

Catalogue of compact radio sources in Messier-82 from e-MERLIN observations حسب 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. …"

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

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

EthoPy: Reproducible Behavioral Neuroscience Made Simple حسب 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. حسب 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. …"

List of Abbreviations حسب 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. …"

The results of ICA performed using PyNoetic. حسب 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. …"

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

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

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

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

Global regression parameters of OLS model. حسب 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. حسب 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. …"