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Compact Satellites For Big Insights: Mission Analysis Of A 16u Cubesat For High-Resolution Earth Observation, Abdelmadjid Lassakeur, Kamel Djamel Eddine Kerrouche, Imène Taleb, Abdelhak Benikhlef, Mohammed Amine Meghabber Aug 2025

Compact Satellites For Big Insights: Mission Analysis Of A 16u Cubesat For High-Resolution Earth Observation, Abdelmadjid Lassakeur, Kamel Djamel Eddine Kerrouche, Imène Taleb, Abdelhak Benikhlef, Mohammed Amine Meghabber

Small Satellite Conference

The demand for high-resolution Earth observation data has been growing rapidly, driven by applications in environmental monitoring, disaster response, urban planning, and defense. Governments, research institutions, and private companies increasingly rely on detailed satellite imagery to make informed decisions. However, traditional Earth observation satellites are often expensive and require long development timelines, creating a need for more compact and cost-effective solutions. Recent advancements in CubeSat technology, particularly in high-performance Attitude Determination and Control Systems (ADCS), have significantly expanded the capabilities of nanosatellites. These improvements have made it possible for smaller satellites to achieve imaging performance once limited to larger spacecraft. …


Big Data Solutions For Cubesat Mission Operations: A Case Study From The Michigan Exploration Lab, Daniil Voloshin, James W. Cutler Aug 2025

Big Data Solutions For Cubesat Mission Operations: A Case Study From The Michigan Exploration Lab, Daniil Voloshin, James W. Cutler

Small Satellite Conference

As space missions generate increasingly vast and complex datasets, efficient data management and processing solutions are critical. At the Michigan eXploration Lab (MXL) at the University of Michigan, where we design, build, and operate CubeSats, we have adopted big data technologies, specifically a Hadoop and Spark-based cluster, to address challenges in handling and analyzing large-scale data. These challenges include processing raw I/Q sample recordings from CubeSat satellite passes and suborbital missions, as well as mission-long spacecraft telemetry. The cluster leverages the distributed storage capabilities of the Hadoop Distributed File System (HDFS) and the in-memory data processing power of Apache Spark, …


Exploring Beamed Energy Propulsion: Development And Application Of A Configurable Simulation Tool, Charles Cundiff, Michael Harrington, Victoria Coverstone, John Larosa Aug 2025

Exploring Beamed Energy Propulsion: Development And Application Of A Configurable Simulation Tool, Charles Cundiff, Michael Harrington, Victoria Coverstone, John Larosa

Small Satellite Conference

Laser sailing enables propellantless spacecraft propulsion by transferring momentum from a directed energy beam to a reflective sail. Unlike traditional chemical or electric propulsion systems, laser sails decouple propulsion performance from onboard mass and stored energy, presenting an opportunity for lightweight, scalable spacecraft maneuvering. This work develops and applies a simulation framework in FreeFlyer to evaluate the performance of laser sailing across a range of orbital missions, with emphasis on low-mass systems, such as CubeSats.

The simulation model incorporates several critical physical effects, including beam divergence, atmospheric attenuation, sail material reflectivity and emissivity, thermal loading, and realistic station visibility. The …


A Dynamic Wireless Channel Emulator For Realistic Cubesat Testing, David Michelson, Eisha Khan, Max Xiang, Yun Xing, Ada Li, Ryan Manak Aug 2025

A Dynamic Wireless Channel Emulator For Realistic Cubesat Testing, David Michelson, Eisha Khan, Max Xiang, Yun Xing, Ada Li, Ryan Manak

Small Satellite Conference

Failure of the communication subsystem has been responsible for approximately 20% of small satellite mission failures over the period between 2000 and 2019. Insufficient system-level integration and testing has been cited as one reason why corrective actions weren’t taken before launch to prevent such failures. Here, we introduce a relatively inexpensive GTEM-cell-based dynamic channel emulator that will permit designers of CubeSats operating at frequencies up to 20 GHz to evaluate their spacecraft’s communications over multiple simulated passes with the spacecraft in as close to over-the-air flight condition as possible, including fully deployed antennas. Using this over-the-air channel emulator allows the …


Impact Of Physical Interfaces And Interconnectivity On Cubesat Complexity, Development Schedule, And Cost: A Comparative Analysis Of Curtis 3u, Kitsune 6u, And Vertecs 6u, Eyoas Ergetu Areda, Rodrigo Cordova-Alarcon, Hriokazu Masui, Necmi Örger, Kei Sano, Mengu Cho, Takao Nakagawa Aug 2025

Impact Of Physical Interfaces And Interconnectivity On Cubesat Complexity, Development Schedule, And Cost: A Comparative Analysis Of Curtis 3u, Kitsune 6u, And Vertecs 6u, Eyoas Ergetu Areda, Rodrigo Cordova-Alarcon, Hriokazu Masui, Necmi Örger, Kei Sano, Mengu Cho, Takao Nakagawa

Small Satellite Conference

Background

  • CubeSat designs vary in their physical interfaces and subsystem interconnectivity, significantly affecting assembly effort, design complexity, and mission reliability.
  • This study aims to quantify these effects using standardized assembly and complexity metrics combined with reliability assessment.


Squidsat: Preparing Future Workforce Using Competition, Joe Dubois, Aaron Bournias, Joe Dukowitz Aug 2025

Squidsat: Preparing Future Workforce Using Competition, Joe Dubois, Aaron Bournias, Joe Dukowitz

Small Satellite Conference

SquidSat is a 3u student-led CubeSat mission funded and mentored by the Interplanetary Initiative Lab (IPL) at Arizona State University (ASU). The Overarching goal of SquidSat is to streamline CubeSat development and make payload integration as simple as possible for as large of a range of payload requirements as possible. This idea encourages a wide range of development within the space industry and universities, as it provides ways for professors and students alike to make a satellite payload without needing to know how to make an entire satellite. SquidSat utilizes the spirit of competition to encourage students, labs, and companies …


The Remote Capability-Auctioning Planner (Recap): A Decentralized Multi-Agent Control System Using Classical Planning, Behavior Trees, And Remote Task Auctions, Connor Firth, Miles Bengtson, Lorin Achey, Alex Barrie Aug 2025

The Remote Capability-Auctioning Planner (Recap): A Decentralized Multi-Agent Control System Using Classical Planning, Behavior Trees, And Remote Task Auctions, Connor Firth, Miles Bengtson, Lorin Achey, Alex Barrie

Small Satellite Conference

Poster presented during the 2025 SmallSat Conference.


Eeetester – Reliable Cubesat Platform For In-Orbit Testing Of The Space Heritage Of Korean-Made Eee Parts, Ki-Ho Kwon, Sanggoo Kim, Geuk-Nam Kim, Jooin Lee, Jungkyu Lee, Seongwhan Lee Aug 2025

Eeetester – Reliable Cubesat Platform For In-Orbit Testing Of The Space Heritage Of Korean-Made Eee Parts, Ki-Ho Kwon, Sanggoo Kim, Geuk-Nam Kim, Jooin Lee, Jungkyu Lee, Seongwhan Lee

Small Satellite Conference

Poster presented during the 2025 SmallSat Conference.


Night Sky Brightness Caused By Orbital Reflectors, Erkin Sidick, Ben Nowack, Tristan Semmelhack Aug 2025

Night Sky Brightness Caused By Orbital Reflectors, Erkin Sidick, Ben Nowack, Tristan Semmelhack

Small Satellite Conference

We are in the process of developing a system which redirects the incoming sunlight to a stationary ground target after sunset and before sunrise. One of the purposes is to extend operating hours of solar-farms to after sunset and before sunrise. Our system contributes to light pollution as a by-product. We have developed an optical model to predict the night sky glow caused by the light coming from an orbital reflector. In this paper we will review some work done by others on the night sky brightness caused by artificial city lights first, then present our results of model predictions …


Pioneering Multi-Band Communication For Smallsats: Overcoming Technical Barriers With Innovative Solutions, Lucas Felderhoff, Mathias Reibe Aug 2025

Pioneering Multi-Band Communication For Smallsats: Overcoming Technical Barriers With Innovative Solutions, Lucas Felderhoff, Mathias Reibe

Small Satellite Conference

Communication links are required to be more flexible and more efficient. A multi-band, multi-protocol, and multi-way communication architecture for telemetry/telecommand (TM/TC) functionalities as well as high-speed-data-rate broadband payload transmission is shown. The focus is set on hybrid configurations such as S-Band transceivers paired with X-Band transmitters and combinations of S- and Ka-Band systems, which offer enhanced operational flexibility. Such solutions will be provided in a compact single unit for efficient communication.


Mosaic - A Modular Orbital Satellite For Advanced Innovation And Curriculum, Evan Jellison Aug 2025

Mosaic - A Modular Orbital Satellite For Advanced Innovation And Curriculum, Evan Jellison

Small Satellite Conference

This paper presents MOSAIC (Modular Orbital Satellite for Advanced Innovation and Curriculum), an open-source, modular satellite platform designed to advance space technology education and to accelerate satellite mission design. MOSAIC is a demonstrator satellite, or “mocksat” that leverages commercial off-the-shelf (COTS) components and a modular hardware ecosystem to make satellite technology accessible, affordable, and adaptable for educational institutions and research teams. This work details the technical architecture of MOSAIC, its potential educational benefits, cost analysis, and open-source philosophy, demonstrating its goals to democratize access to satellite engineering and foster the next generation of space professionals.


Near Real-Time Optimal Trajectory Design For Active Debris Removal With Verification And Validation Using Kompsat-1, Shawn Choi, Taeyeon Choe, Peter Ryu, Hyeongjun Park, Douglas Deok-Soo Kim Aug 2025

Near Real-Time Optimal Trajectory Design For Active Debris Removal With Verification And Validation Using Kompsat-1, Shawn Choi, Taeyeon Choe, Peter Ryu, Hyeongjun Park, Douglas Deok-Soo Kim

Small Satellite Conference

Geospace is getting busier with an increasing amount of debris, and their removal of such debris is becoming important for the safety, efficiency, and sustainability of geospace. The need for safe and sustainable removal has drawn significant attention to Active Debris Removal (ADR). When a chaser performs a fly-around maneuver to approach a target, it should solve the following optimization problem (OPT): (i) Minimize collision risk against other flying space objects, (ii) minimize fuel consumption, and (iii) maximize mission accomplishment. However, solving OPT is known to be very challenging, as it is at least NP-hard. This is because the trajectories …


A Radio Payload For In-Space Sub-Terahertz Communications, Andrew Benincasa, Sergi Aliaga, Albert Diez-Comas, Josep Miquel Jornet Aug 2025

A Radio Payload For In-Space Sub-Terahertz Communications, Andrew Benincasa, Sergi Aliaga, Albert Diez-Comas, Josep Miquel Jornet

Small Satellite Conference

This paper presents the first fully integrated design of a CubeSat-compatible sub-terahertz (sub-THz) radio payload for in-space communications at 225 GHz. Addressing the growing congestion in traditional RF bands and the limitations of Free Space Optical systems, the proposed system leverages recent breakthroughs in compact high-frequency front-ends, horn antenna arrays, and RFSoC-based digital processing to unlock multi-GHz bandwidths in the underutilized sub-THz spectrum. A detailed feasibility study confirms link closure from low Earth orbit using state-of-the-art components, and the payload’s architecture is engineered for real-time high-speed uplink/downlink under stringent CubeSat size, weight, and power (SWaP) constraints. The proposed payload will …


4096-Element Ka-Band Deployable Active Phased Array Transceivers In A 6u Cubesat, Hiroki Hayashi, Delburg Mitchao, Yasuto Narukiyo, Sena Kato, Keito Yuasa, Jill Mayeda, Hiraku Sakamoto, Kenichi Okada, Atsushi Shirane Aug 2025

4096-Element Ka-Band Deployable Active Phased Array Transceivers In A 6u Cubesat, Hiroki Hayashi, Delburg Mitchao, Yasuto Narukiyo, Sena Kato, Keito Yuasa, Jill Mayeda, Hiraku Sakamoto, Kenichi Okada, Atsushi Shirane

Small Satellite Conference

This paper proposes a 4096-element deployable phased-array transceiver for LEO constellations, operating in the Ka-band frequency range. The system is designed for a 6U satellite platform, with the deployable membrane stored within a 2U volume and deploying to form a 670 mm × 670 mm aperture. The antenna features a central active area of 360 mm × 360 mm, with additional regions allocated for heat dissipation. A 7-layer rigid-flex printed circuit board (PCB) is used in the fabrication for the antenna array. A 256-element phased-array antenna was successfully fabricated on this rigid-flex PCB and demonstrates the feasibility of scaling up, …


Optical Observation Of Mola Cubesat In Orbit Using Ground Telescope, Jeffrey Larsen, Christine Maceo, Isabella Fernald, Matthew M. Knight, Jim Kang, Michael Sanders, Alex Savattone, Giovanni Minelli, Wenschel Lan Aug 2025

Optical Observation Of Mola Cubesat In Orbit Using Ground Telescope, Jeffrey Larsen, Christine Maceo, Isabella Fernald, Matthew M. Knight, Jim Kang, Michael Sanders, Alex Savattone, Giovanni Minelli, Wenschel Lan

Small Satellite Conference

The proliferation of satellites and satellite constellations in orbit, combined with the rapid expansion of telecommunications and wireless “smart” devices on Earth, has led to congestion in the radio frequency spectrum, adversely affecting data transmission and security. Although technological advances in small satellite technology and new commercial models for rocket launches have lowered the barrier for accessing space, the licensing process to use radio frequencies for satellite communications remains an obstacle. Free Space Optical Communication (FSOC) using the near-infrared and visible parts of the unlicensed optical spectrum offers higher bandwidth, faster data rates, and improved security (near-IR). In 2024, the …


Uncoupling Batteries From Eps Design — A Power System For The Modern Era, Andrew E. Kalman Aug 2025

Uncoupling Batteries From Eps Design — A Power System For The Modern Era, Andrew E. Kalman

Small Satellite Conference

Space electrical power system (EPS) architectures have often been strongly tied to the voltage of the batteries they employ; the battery operating voltages often dictate the solar cell string lengths and the voltage of the primary buses used for power distribution throughout the spacecraft, as well as internal particulars. This paper presents an alternative space EPS architecture that is independent of battery voltage, and instead, simply treats the connected batteries as a source of power and energy which can be drawn from as desired, and recharged as required. This EPS architecture utilizes a ring bus topology, wherein energy sources feed …


Development Of Emerin Mrna Lipid Nanoparticles To Rescue Myogenic Differentiation., Nicholas Marano, Liza Elif Guner, Rachel S Riley, James M Holaska Aug 2025

Development Of Emerin Mrna Lipid Nanoparticles To Rescue Myogenic Differentiation., Nicholas Marano, Liza Elif Guner, Rachel S Riley, James M Holaska

Rowan-Virtua School of Osteopathic Medicine Departmental Research

Emery-Dreifuss muscular dystrophy 1 (EDMD1) arises from mutations in EMD. Most EDMD1 patients lack detectable emerin expression. They experience symptoms such as skeletal muscle wasting, joint contractures, and cardiac conduction defects. Currently, physicians rely on treating patient symptoms without addressing the underlying cause-lack of functional emerin protein. Thus, there is a need for therapeutic approaches that restore emerin protein expression to improve patient outcomes. One way would be to deliver emerin mRNA or protein directly to affected tissues to restore tissue homeostasis. Here, we evaluated the utility of lipid nanoparticles (LNPs) to deliver emerin mRNA to diseased cells. LNPs …


The Byu Advocate, J. Reuben Clark Law School Aug 2025

The Byu Advocate, J. Reuben Clark Law School

The BYU Advocate (& Annual Reports)

"BYU Law prioritizes the development of both capacity and character. As our mission statement declares, 'we seek to be and develop people of integrity who combine faith and intellect in lifelong service to God and neighbor.'"

– David H. Moore


Variability In Long Covid Definitions And Validation Of Published Prevalence Rates, Lauren E. Wisk, Michelle L'Hommedieu, Kate Diaz Roldan, Imtiaz Ebna Mannan, Erica S. Spatz, Robert A. Weinstein, Arjun K. Venkatesh, Michael Gottlieb, Ryan Huebinger, Kristin L. Rising, Juan Carlos C. Montoy, Kari A. Stephens, Robert M. Rodriguez, Mandy J. Hill, Kelli N. O'Laughlin, Nicole L. Gentile, Ahamed H. Idris, Shu-Xia Li, Michelle Santangelo, Efrat R. Kean, Samuel A. Mcdonald, Kristyn Gatling, Joann G Elmore Aug 2025

Variability In Long Covid Definitions And Validation Of Published Prevalence Rates, Lauren E. Wisk, Michelle L'Hommedieu, Kate Diaz Roldan, Imtiaz Ebna Mannan, Erica S. Spatz, Robert A. Weinstein, Arjun K. Venkatesh, Michael Gottlieb, Ryan Huebinger, Kristin L. Rising, Juan Carlos C. Montoy, Kari A. Stephens, Robert M. Rodriguez, Mandy J. Hill, Kelli N. O'Laughlin, Nicole L. Gentile, Ahamed H. Idris, Shu-Xia Li, Michelle Santangelo, Efrat R. Kean, Samuel A. Mcdonald, Kristyn Gatling, Joann G Elmore

Jefferson Center for Connected Care Faculty Papers

IMPORTANCE: Long COVID definitions vary widely, and no consensus exists on how to accurately measure its prevalence, complicating both clinical care and research.

OBJECTIVE: To assess long COVID prevalence using various definitions from published literature.

DESIGN, SETTING, AND PARTICIPANTS: This prospective, multicenter cohort study used data from the longitudinal Innovative Support for Patients With SARS-CoV-2 Infections Registry (INSPIRE). Participants aged 18 years or older with symptoms suggestive of COVID-19 illness at the time of their index SARS-CoV-2 test enrolled at 8 sites across the US from December 11, 2020, through August 29, 2022, with follow-up surveys collected through February 28, …


Perrigo Institutional Investor Group V. Joseph C. Papa Aug 2025

Perrigo Institutional Investor Group V. Joseph C. Papa

2025 Decisions

USDC for the District of New Jersey


Life And Performance Improvement Trenches, Thomas J. Praisner, John R. Farris, Connor Wiese Aug 2025

Life And Performance Improvement Trenches, Thomas J. Praisner, John R. Farris, Connor Wiese

AFIT Patents

A blade outer air seal assembly includes a plurality of seal segments circumferentially disposed about an array of blades rotatable about an axis, each of the plurality of seal segments having a radially inner surface facing a tip of each blade of the array of blades, the radially inner surface having an arrangement of trenches formed therein, and a radially outer surface opposite the radially inner surface. The arrangement of trenches is disposed between 30% and 80% of a chord of a blade of the array of blades as taken at the respective tip, and the arrangement of trenches is …


Strategies For Sustainable Recruitment, Retention, And Engagement In State Nurse Organization, Carolyn E. Hunter Layne Aug 2025

Strategies For Sustainable Recruitment, Retention, And Engagement In State Nurse Organization, Carolyn E. Hunter Layne

Doctor of Nursing Practice Projects

Many state nurse organizations are experiencing minimal and stagnant membership, which hinders involvement in policy advocacy, professional development, and workforce stability in healthcare. Policy changes are needed to offer state nurse organization memberships under the umbrella of a single organization that operates multiple medical clinics and employs at least one nurse. This research examined strategic policy interventions designed to increase membership within a state-level nursing organization. The problem is that a minimum number of state-licensed nurses are choosing to join professional nursing organizations, and membership models must be identified. The literature review drew on research from various scholarly sources specific …


Quality Improvement Project Implementing A Structured Communication Program For Academic Clinical Nursing Education, Ashley Daniel Aug 2025

Quality Improvement Project Implementing A Structured Communication Program For Academic Clinical Nursing Education, Ashley Daniel

Doctor of Nursing Practice Projects

Effective communication between healthcare professionals is a critical component of safe and high-quality patient care. Structured tools like SBAR (situation, background, assessment, and recommendation) provide a framework to enhance clarity and reduce miscommunication. This quality improvement project implemented SBAR as a structured communication program in debriefing after simulation to improve communication confidence among practical nursing students. The purpose of this project was to evaluate whether the integration of SBAR into debriefing would increase students’ self-reported communication confidence. The problem addressed was the lack of confidence in clinical communication among nursing students, which can impact patient safety and team collaboration. The …


Implementing Education On Music Therapy To Healthcare Professionals In Acute Psychiatric Inpatient Units To Decrease Incidences Of Aggression Among Patients, Judy Murua Aug 2025

Implementing Education On Music Therapy To Healthcare Professionals In Acute Psychiatric Inpatient Units To Decrease Incidences Of Aggression Among Patients, Judy Murua

Doctor of Nursing Practice Projects

Aggression in psychiatric inpatient units presents a significant barrier to therapeutic care and staff safety, often resulting in the overuse of pharmacological interventions or restraints. Despite strong evidence supporting music therapy as a non-pharmacological option, limited exposure and confidence among healthcare team members hinder its use in practice. This quality improvement project evaluated whether an educational intervention on music therapy could improve staff‘s confidence in utilizing this technique to manage aggression. A quasi-experimental, one-group pre- and post-test design was employed in an adult inpatient psychiatric unit, involving participation from nurses and behavioral health technicians. A structured 30–45-minute educational session was …


Note For Quadripartitioned Neutrosophic Offset, Pentapartitioned Neutrosophic Offset, And Heptapartitioned Neutrosophic Offset, Takaaki Fujita Aug 2025

Note For Quadripartitioned Neutrosophic Offset, Pentapartitioned Neutrosophic Offset, And Heptapartitioned Neutrosophic Offset, Takaaki Fujita

Neutrosophic Systems with Applications

Neutrosophic sets assign each element three independent membership values—truth, indeterminacy, and falsity—and their partitioned extensions introduce additional components subject to sum-bounded constraints. Notable examples include quadripartitioned, pentapartitioned, and heptapartitioned neutrosophic sets. The O set concept further extends this framework by allowing membership values outside the standard [0, 1] interval, including negative values and values exceeding one. In this paper, we introduce and analyze the Quadripartitioned Neutrosophic O set, Pentapartitioned Neutrosophic O set, and Heptapartitioned Neutrosophic O set. These extensions are intended to enhance the expressiveness of neutrosophic theory and to stimulate further research in neutrosophic and fuzzy uncertainty.


Butte Priority Soils Operable Unit (Bpsou) Draft Final Insufficiently Reclaimed Sites Field Sampling And Investigation Plan (Fsp): Bres No. 100 – Capri Motel – Arctic Dump, Mike Mcanulty Aug 2025

Butte Priority Soils Operable Unit (Bpsou) Draft Final Insufficiently Reclaimed Sites Field Sampling And Investigation Plan (Fsp): Bres No. 100 – Capri Motel – Arctic Dump, Mike Mcanulty

Silver Bow Creek/Butte Area Superfund Site

No abstract provided.


Characterizing And Modeling The Nonlinear Behavior Of Additively Manufactured Trapped-Powder Dampers, Jonathan Knight Black Aug 2025

Characterizing And Modeling The Nonlinear Behavior Of Additively Manufactured Trapped-Powder Dampers, Jonathan Knight Black

Theses and Dissertations

Laser Powder Bed Fusion (LPBF) can be used to create metal parts with pockets of retained, unfused powder that serve as mechanical dampers. These trapped-powder dampers show promise for reducing the amplitude of vibrations at resonance by orders of magnitude. However, little is currently understood about the nonlinearity and repeatability of trapped-powder dampers, meaning that the design process currently consists of expensive trial-and-error prototyping and iteration. The present work contributes a corpus of experimental measurements for rectangular beams with trapped-powder dampers of various dimensions and locations. Preliminary testing revealed the presence of a memory effect which we hypothesize to be …


Investigating Radiation Induced Rowhammer And Retention Failures In Dram, Tyler Ricks Aug 2025

Investigating Radiation Induced Rowhammer And Retention Failures In Dram, Tyler Ricks

Theses and Dissertations

It is desirable for DRAM devices to be used in harsh radiation environments. Exposure to radiation causes DRAM cells to lose their retention time as their ability to store charge effectively declines. Exposure also worsens the effect of disturbance that causes neighboring cells to flip when a row is opened multiple times: an effect known as the Row Hammer Effect. This thesis evaluates the impact of radiation-induced memory cell degradation by comparing memory cell's retention time and their resilience to the row hammer vulnerability. Three generations of DRAM were placed under a neutron radiation beam. Sections of the irradiated devices …


Ud Among Nation's Best On The Princeton Review Lists, University Of Dayton Aug 2025

Ud Among Nation's Best On The Princeton Review Lists, University Of Dayton

News Releases

Dreaming of a college with top-tier campus food, outstanding dorms, and students who are happy and passionate about their sports teams? According to The Princeton Review, the University of Dayton might just be your ideal choice.


Understanding And Evaluating Genomic Language Models, Aadit Kapoor Aug 2025

Understanding And Evaluating Genomic Language Models, Aadit Kapoor

Master's Theses

Large Language Models (LLMs) have shown remarkable capabilities in interpreting complex patterns across various domains, yet their application to genomic data remains limited. We see great potential in leveraging LLMs for vital biological tasks, such as predicting transcription factor binding sites and identifying antibiotic-resistant genes. This emergent behavior positions LLMs as powerful tools for enhancing our understanding of intricate biological language. LLMs trained specifically on genomic data, such as DNA sequences, operate distinctly compared to those trained on natural language. This difference is evident not only in the architectural landscape of the models but also in the methodologies employed by …