Craig Forest Overlooks I2P Showcase Fall 2023

Craig Forest Overlooks I2P Showcase Fall 2023

Georgia Tech is days away from the Fall 2024 Idea to Prototype (I2P) Showcase, set to take place on Dec. 3 at 5 p.m. in the Exhibition Hall. This event offers students a platform to present solutions built over the semester to tackle real-world problems and compete for rewards, including a golden ticket into the CREATE-X summer startup accelerator, Startup Launch. The program offers optional seed funding, workspace, entrepreneurial education, and continued mentorship to help students turn their prototypes into viable startups. Over 50 teams will present their prototypes at the showcase.

The event is open to all Georgia Tech students, faculty, staff, and the local community. Tickets are available now but are limited, so register for the I2P Showcase today. 

Each semester, students in the Idea-to-Prototype course take time out of their schedules, similar to undergraduate research, to build prototypes. Teams accepted into I2P receive a reimbursement of up to $500 for physical expenses, course credit (undergraduate students only), and mentorship from a Georgia Tech faculty member.

During the showcase, participants and judges interact with the projects and give feedback. The criteria for judging are centered on innovation and overall market and impact potential. Judges can include industry professionals, faculty members, and alumni.

Throughout I2P Showcase history, many winning projects have gone on to achieve significant success. One is CaseDocker, which provides an end-to-end workflow management system. The startup now has a user base of over 400 global clients, including Fortune 500 companies. Other winners of the showcase include a blockchain-based music application, Radiochain, a personal financial management platform, Dolfin Solutions, and an EEG monitoring device for pediatric seizure detection, NeuroChamp.

This semester, the I2P cohort includes a digital twin using individual data and AI for health screenings and early detection, an active shooter detection and tracking tool, an AR tool that turns walls into interactive canvases, a device that detects overdosages, 3D-printed circuit boards, an AI detector for digital media, and more.

Whether you're a student with a passion for entrepreneurship, a faculty member interested in the latest student innovations, or a community member looking to support local talent, the I2P Showcase is a perfect opportunity to explore student innovations, mingle, and enjoy refreshments. Register for the I2P Showcase today and join us at the Exhibition Hall for an evening of creativity and community.

Students interested in participating in I2P can do so in the spring, summer, or fall semesters. The registration process involves providing a brief description of the project, the team members involved, and the current stage of development. The deadline for applications is Jan. 6 for Spring 2025 and May 12 for Summer 2025.

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Breanna Durham

Marketing Strategist

'Oumuamua at the edges of our solar system (Artist's Rendition, NASA)

'Oumuamua at the edges of our solar system (Artist's Rendition, NASA)

Professor James Wray

Professor James Wray

In 2017, a long, oddly shaped asteroid passed by Earth. Called ‘Oumuamua, it was the first known interstellar object to visit our solar system, but it wasn’t an isolated incident — less than two years later, in 2019, a second interstellar object (ISO) was discovered. 

“‘Oumuamua was found passing just 15 million miles from Earth — that’s much closer than Mars or Venus,” says James Wray. “But it was formed in an entirely different solar system. Studying these objects could give us incredible insight into extrasolar planets, and how our planet fits into the universe.”

Wray, a professor in the School of Earth and Atmospheric Sciences at Georgia Tech, has just been awarded a Simons Foundation Pivot Fellowship to do just that. Pivot Fellowships are among the most prestigious sources of funding for cutting-edge research, and support leading researchers who have the deep interest, curiosity and drive to make contributions to a new discipline.

Wray has primarily studied the geoscience of Mars. He will leverage knowledge of nearby planets to understand ISOs and planets much farther away. “I want to understand how planets got to be the way they are, and if they could have ever hosted life,” he explains. “Extrasolar planets give us many more places to ask those questions than our solar system does, but they're too distant to visit with spacecraft. ISOs provide a unique opportunity to explore other solar systems without leaving our own.”

The Fellowship will provide salary support as well as funding for research, travel, and professional development. “Seed funds like this are so valuable,” says Wray. “I’m incredibly grateful to the Simons Foundation. I’d also like to thank Georgia Tech for its support,” he adds, sharing that the Center for Space Technology and Research supported a related research effort at the University of Hawaii earlier this year. “My mentor and I were able to spend some of that time improving our Pivot Fellowship proposal, which played a critical role in securing this Fellowship.”

In search of ISOs

Wray will study small solar system bodies like asteroids and comets to decode the processes of planet formation and space weathering, and will analyze data from the 2017 and 2019 ISOs.

He will also work alongside collaborators including Karen Meech of the University of Hawaii, who led the paper characterizing ‘Oumuamua, to conceptualize what an intercept mission might look like. 

“We still have a lot of questions regarding ISOs,” he says. “Hundreds of papers have already been written about them, but we still don't know the answers.” One key mystery is the composition of the bodies: both the 2017 and 2019 objects were compositionally different from those in our solar system.

“Are they inherently different from the bodies in our solar system, or did the long journey to our solar system make them that way? Is our solar system different from others?” Wray asks. “We could answer so many questions with even a simple picture of the next ISO that comes close enough for us to intercept with spacecraft.”

A cosmic timeline

While there is no guarantee that another ISO might be spotted in our solar system, the timing is opportune — upcoming telescope surveys are poised to detect such interstellar objects. “In mid-2025, when I will start this Fellowship, the new Rubin Observatory will begin scanning the entire sky,” Wray says. “It has the potential to discover up to several new ISOs per year.”

“ISO visits are always brief,” he adds, “so the research needs to be in place for when one is spotted.” If an interstellar object is detected, Wray and Meech will be poised to leverage specialized telescopes in Hawaii, along with others worldwide, to better understand it, studying its size, shape, and composition — and potentially sending spacecraft to image it.

“We might never find another ISO — or they might be the key to imminent breakthroughs in understanding our place in the galaxy,” Wray adds. “I'm extremely grateful to the Simons Foundation for the flexibility to pursue this research at whatever pace the cosmos allows.”

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Written by Selena Langner

CSE SC24
CSE Edmond Chow
SC24

A first-of-its-kind algorithm developed at Georgia Tech is helping scientists study interactions between electrons. This innovation in modeling technology can lead to discoveries in physics, chemistry, materials science, and other fields.

The new algorithm is faster than existing methods while remaining highly accurate. The solver surpasses the limits of current models by demonstrating scalability across chemical system sizes ranging from large to small. 

Computer scientists and engineers benefit from the algorithm’s ability to balance processor loads. This work allows researchers to tackle larger, more complex problems without the prohibitive costs associated with previous methods.

Its ability to solve block linear systems drives the algorithm’s ingenuity. According to the researchers, their approach is the first known use of a block linear system solver to calculate electronic correlation energy.

The Georgia Tech team won’t need to travel far to share their findings with the broader high-performance computing community. They will present their work in Atlanta at the 2024 International Conference for High Performance Computing, Networking, Storage and Analysis (SC24).

[MICROSITE: Georgia Tech at SC24

“The combination of solving large problems with high accuracy can enable density functional theory simulation to tackle new problems in science and engineering,” said Edmond Chow, professor and associate chair of Georgia Tech’s School of Computational Science and Engineering (CSE).

Density functional theory (DFT) is a modeling method for studying electronic structure in many-body systems, such as atoms and molecules. 

An important concept DFT models is electronic correlation, the interaction between electrons in a quantum system. Electron correlation energy is the measure of how much the movement of one electron is influenced by presence of all other electrons.

Random phase approximation (RPA) is used to calculate electron correlation energy. While RPA is very accurate, it becomes computationally more expensive as the size of the system being calculated increases.

Georgia Tech’s algorithm enhances electronic correlation energy computations within the RPA framework. The approach circumvents inefficiencies and achieves faster solution times, even for small-scale chemical systems.

The group integrated the algorithm into existing work on SPARC, a real-space electronic structure software package for accurate, efficient, and scalable solutions of DFT equations. School of Civil and Environmental Engineering Professor Phanish Suryanarayana is SPARC’s lead researcher.

The group tested the algorithm on small chemical systems of silicon crystals numbering as few as eight atoms. The method achieved faster calculation times and scaled to larger system sizes than direct approaches.

“This algorithm will enable SPARC to perform electronic structure calculations for realistic systems with a level of accuracy that is the gold standard in chemical and materials science research,” said Suryanarayana.

RPA is expensive because it relies on quartic scaling. When the size of a chemical system is doubled, the computational cost increases by a factor of 16. 

Instead, Georgia Tech’s algorithm scales cubically by solving block linear systems. This capability makes it feasible to solve larger problems at less expense. 

Solving block linear systems presents a challenging trade-off in solving different block sizes. While larger blocks help reduce the number of steps of the solver, using them demands higher computational cost per step on computer processors. 

Tech’s solution is a dynamic block size selection solver. The solver allows each processor to independently select block sizes to calculate. This solution further assists in scaling, and improves processor load balancing and parallel efficiency.

“The new algorithm has many forms of parallelism, making it suitable for immense numbers of processors,” Chow said. “The algorithm works in a real-space, finite-difference DFT code. Such a code can scale efficiently on the largest supercomputers.”

Georgia Tech alumni Shikhar Shah (Ph.D. CSE 2024), Hua Huang (Ph.D. CSE 2024), and Ph.D. student Boqin Zhang led the algorithm’s development. The project was the culmination of work for Shah and Huang, who completed their degrees this summer. John E. Pask, a physicist at Lawrence Livermore National Laboratory, joined the Tech researchers on the work.

Shah, Huang, Zhang, Suryanarayana, and Chow are among more than 50 students, faculty, research scientists, and alumni affiliated with Georgia Tech who are scheduled to give more than 30 presentations at SC24. The experts will present their research through papers, posters, panels, and workshops. 

SC24 takes place Nov. 17-22 at the Georgia World Congress Center in Atlanta. 

“The project’s success came from combining expertise from people with diverse backgrounds ranging from numerical methods to chemistry and materials science to high-performance computing,” Chow said.

“We could not have achieved this as individual teams working alone.”

News Contact

Bryant Wine, Communications Officer
bryant.wine@cc.gatech.edu

Default Image: Research at Georgia Tech

Y Combinatorknown for launching over 5,000 startups including Airbnb, Coinbase, DoorDash, Dropbox, and Zapier, is coming to Georgia Tech’s campus on Tuesday, Nov. 12, at 5 p.m. in the John Lewis Student Center’s Walter G. Ehmer Theater for a panel event hosted by CREATE-X. The panel will feature Y Combinator Group Partner Brad Flora and the founders of Greptile, all Georgia Tech alumni, who will discuss their experiences with the startup accelerator. 

Since tickets are limited, students are encouraged to RSVP for Y Combinator @ Georgia Tech. As a part of the event, students can apply for Office Hours With Flora, which will be held earlier in the day, by answering optional questions in the RSVP form. Y Combinator will notify selected students. The sessions enable students to discuss side projects or startups, startup idea development, finding co-founders, and monetizing products. Confirmed RSVPs are required to attend the event and office hours. 

Y Combinator offers an intensive, three-month program designed to help startups succeed. It provides startups with seed funding, mentorship, and access to a network of investors, industry experts, and alumni.

In 2022, Daksh Gupta and SooHoon Choi participated in CREATE-X Startup Launch and developed Tabnam, which became Greptile after several iterations. Initially, the startup was promoted as an AI shopping assistant that scrapes the internet to tell users what people think about their product. 

In 2023, after they graduated from Georgia Tech, Choi, Gupta, and Vaishant Kameswaran launched the latest version of the startup. Now the AI platform focuses on entire codebases and allows users to query via an API. Through the platform, users chat with their codebases, generate descriptions for tickets, automate PR reviews, and build custom internal tools and automations on top of the API. Over 800 software teams, including Wombo, Metamask, Warp, Exa AI, Bland, and Leya, use Greptile. In June, it had a $4 million seed round. Greptile was part of Y Combinator’s Winter 2024 cohort. 

For those inspired by Greptile’s success and interested in launching their own startup, CREATE-X is currently accepting applications for Summer 2025 Startup Launch. The priority deadline is Sunday, Nov. 17. Early applicants have a higher chance of acceptance, the opportunity for more feedback, and more opportunities to apply if one idea isn’t accepted.

Startup Launch provides mentorship, $5,000 in optional funding, and $150,000 in services to help Georgia Tech students, alumni, faculty, and researchers launch businesses over 12 weeks in the summer. Teams can be interdisciplinary, made up of co-founders even outside of Georgia Tech, and solopreneurs. CREATE-X, as a whole, has had more than 34,000 participants, launched 560 startups, and has generated a total startup portfolio valuation exceeding $2 billion.

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Breanna Durham

Marketing Strategist 

Saman Zonouz is a Georgia Tech associate professor and lead researcher for the DerGuard project.

The U.S. Department of Energy (DOE) has awarded Georgia Tech researchers a $4.6 million grant to develop improved cybersecurity protection for renewable energy technologies. 

Associate Professor Saman Zonouz will lead the project and leverage the latest artificial technology (AI) to create Phorensics. The new tool will anticipate cyberattacks on critical infrastructure and provide analysts with an accurate reading of what vulnerabilities were exploited. 

“This grant enables us to tackle one of the crucial challenges facing national security today: our critical infrastructure resilience and post-incident diagnostics to restore normal operations in a timely manner,” said Zonouz.

“Together with our amazing team, we will focus on cyber-physical data recovery and post-mortem forensics analysis after cybersecurity incidents in emerging renewable energy systems.”

As the integration of renewable energy technology into national power grids increases, so does their vulnerability to cyberattacks. These threats put energy infrastructure at risk and pose a significant danger to public safety and economic stability. The AI behind Phorensics will allow analysts and technicians to scale security efforts to keep up with a growing power grid that is becoming more complex.

This effort is part of the Security of Engineering Systems (SES) initiative at Georgia Tech’s School of Cybersecurity and Privacy (SCP). SES has three pillars: research, education, and testbeds, with multiple ongoing large, sponsored efforts. 

“We had a successful hiring season for SES last year and will continue filling several open tenure-track faculty positions this upcoming cycle,” said Zonouz.

“With top-notch cybersecurity and engineering schools at Georgia Tech, we have begun the SES journey with a dedicated passion to pursue building real-world solutions to protect our critical infrastructures, national security, and public safety.”

Zonouz is the director of the Cyber-Physical Systems Security Laboratory (CPSec) and is jointly appointed by Georgia Tech’s School of Cybersecurity and Privacy (SCP) and the School of Electrical and Computer Engineering (ECE).

The three Georgia Tech researchers joining him on this project are Brendan Saltaformaggio, associate professor in SCP and ECE; Taesoo Kim, jointly appointed professor in SCP and the School of Computer Science; and Animesh Chhotaray, research scientist in SCP.

Katherine Davis, associate professor at the Texas A&M University Department of Electrical and Computer Engineering, has partnered with the team to develop Phorensics. The team will also collaborate with the NREL National Lab, and industry partners for technology transfer and commercialization initiatives. 

The Energy Department defines renewable energy as energy from unlimited, naturally replenished resources, such as the sun, tides, and wind. Renewable energy can be used for electricity generation, space and water heating and cooling, and transportation.

News Contact

John Popham

Communications Officer II

College of Computing | School of Cybersecurity and Privacy

a pair of glasses and a pencil lay on a paper

Eight Georgia Tech researchers were honored with the ACM Distinguished Paper Award for their groundbreaking contributions to cybersecurity at the recent ACM Conference on Computer and Communications Security (CCS).

Three papers were recognized for addressing critical challenges in the field, spanning areas such as automotive cybersecurity, password security, and cryptographic testing.

“These three projects underscore Georgia Tech's leadership in advancing cybersecurity solutions that have real-world impact, from protecting critical infrastructure to ensuring the security of future computing systems and improving everyday digital practices,” said School of Cybersecurity and Privacy (SCP) Chair Michael Bailey.

One of the papers, ERACAN: Defending Against an Emerging CAN Threat Model, was co-authored by Ph.D. student Zhaozhou Tang, Associate Professor Saman Zonouz, and College of Engineering Dean and Professor Raheem Beyah. This research focuses on securing the controller area network (CAN), a vital system used in modern vehicles that is increasingly targeted by cyber threats. 

"This project is led by our Ph.D. student Zhaozhou Tang with the Cyber-Physical Systems Security (CPSec) Lab," said Zonouz. "Impressively, this was Zhaozhou's first paper in his Ph.D., and he deserves special recognition for this groundbreaking work on automotive cybersecurity." 

The work introduces a comprehensive defense system to counter advanced threats to vehicular CAN networks, and the team is collaborating with the Hyundai America Technical Center to implement the research. The CPSec Lab is a collaborative effort between SCP and the School of Electrical and Computer Engineering (ECE).

In another paper, Testing Side-Channel Security of Cryptographic Implementations Against Future Microarchitectures, Assistant Professor Daniel Genkin collaborated with international researchers to define security threats in new computing technology.  

"We appreciate ACM for recognizing our work," said Genkin. “Tools for early-stage testing of CPUs for emerging side-channel threats are crucial to ensuring the security of the next generation of computing devices.”

The third paper, Unmasking the Security and Usability of Password Masking, was authored by graduate students Yuqi Hu, Suood Al Roomi, Sena Sahin, and Frank Li, SCP and ECE assistant professor. This study investigated the effectiveness and provided recommendations for implementing password masking and the practice of hiding characters as they are typed and offered.

"Password masking is a widely deployed security mechanism that hasn't been extensively investigated in prior works," said Li. 

The assistant professor credited the collaborative efforts of his students, particularly Yuqi Hu, for leading the project.

The ACM Conference on Computer and Communications Security (CCS) is the flagship annual conference of the Special Interest Group on Security, Audit and Control (SIGSAC) of the Association for Computing Machinery (ACM). The conference was held from Oct. 14-18 in Salt Lake City.

News Contact

John Popham

Communications Officer II

College of Computing | School of Cybersecurity and Privacy

Two Industrial Robots sloving a puzzle

Industrial Robots sloving a puzzle

The Institute for Robotics and Intelligent Machines (IRIM) launched a new initiatives program, starting with several winning proposals, with corresponding initiative leads that will broaden the scope of IRIM’s research beyond its traditional core strengths. A major goal is to stimulate collaboration across areas not typically considered as technical robotics, such as policy, education, and the humanities, as well as open new inter-university and inter-agency collaboration routes. In addition to guiding their specific initiatives, these leads will serve as an informal internal advisory body for IRIM. Initiative leads will be announced annually, with existing initiative leaders considered for renewal based on their progress in achieving community building and research goals. We hope that initiative leads will act as the “faculty face” of IRIM and communicate IRIM’s vision and activities to audiences both within and outside of Georgia Tech.

Meet 2024 IRIM Initiative Leads

 

Stephen Balakirsky; Regents' Researcher, Georgia Tech Research Institute & Panagiotis Tsiotras; David & Andrew Lewis Endowed Chair, Daniel Guggenheim School of Aerospace Engineering | Proximity Operations for Autonomous Servicing

Why It Matters: Proximity operations in space refer to the intricate and precise maneuvers and activities that spacecraft or satellites perform when they are in close proximity to each other, such as docking, rendezvous, or station-keeping. These operations are essential for a variety of space missions, including crewed spaceflights, satellite servicing, space exploration, and maintaining satellite constellations. While this is a very broad field, this initiative will concentrate on robotic servicing and associated challenges. In this context, robotic servicing is composed of proximity operations that are used for servicing and repairing satellites in space. In robotic servicing, robotic arms and tools perform maintenance tasks such as refueling, replacing components, or providing operation enhancements to extend a satellite's operational life or increase a satellite’s capabilities.

Our Approach: By forming an initiative in this important area, IRIM will open opportunities within the rapidly evolving space community. This will allow us to create proposals for organizations ranging from NASA and the Defense Advanced Research Projects Agency to the U.S. Air Force and U.S. Space Force. This will also position us to become national leaders in this area. While several universities have a robust robotics program and quite a few have a strong space engineering program, there are only a handful of academic units with the breadth of expertise to tackle this problem. Also, even fewer universities have the benefit of an experienced applied research partner, such as the Georgia Tech Research Institute (GTRI), to undertake large-scale demonstrations. Georgia Tech, having world-renowned programs in aerospace engineering and robotics, is uniquely positioned to be a leader in this field. In addition, creating a workshop in proximity operations for autonomous servicing will allow the GTRI and Georgia Tech space robotics communities to come together and better understand strengths and opportunities for improvement in our abilities.

Matthew Gombolay; Assistant Professor, Interactive Computing | Human-Robot Society in 2125: IRIM Leading the Way

Why It Matters: The coming robot “apocalypse” and foundation models captured the zeitgeist in 2023 with “ChatGPT” becoming a topic at the dinner table and the probability occurrence of various scenarios of AI driven technological doom being a hotly debated topic on social media. Futuristic visions of ubiquitous embodied Artificial Intelligence (AI) and robotics have become tangible. The proliferation and effectiveness of first-person view drones in the Russo-Ukrainian War, autonomous taxi services along with their failures, and inexpensive robots (e.g., Tesla’s Optimus and Unitree’s G1) have made it seem like children alive today may have robots embedded in their everyday lives. Yet, there is a lack of trust in the public leadership bringing us into this future to ensure that robots are developed and deployed with beneficence.

Our Approach: This proposal seeks to assemble a team of bright, savvy operators across academia, government, media, nonprofits, industry, and community stakeholders to develop a roadmap for how we can be the most trusted voice to guide the public in the next 100 years of innovation in robotics here at the IRIM. We propose to carry out specific activities that include conducting the activities necessary to develop a roadmap about Robots in 2125: Altruistic and Integrated Human-Robot Society. We also aim to build partnerships to promulgate these outcomes across Georgia Tech’s campus and internationally.

Gregory Sawicki; Joseph Anderer Faculty Fellow, School of Mechanical Engineering & Aaron Young; Associate Professor, Mechanical Engineering | Wearable Robotic Augmentation for Human Resilience 

Why It Matters: The field of robotics continues to evolve beyond rigid, precision-controlled machines for amplifying production on manufacturing assembly lines toward soft, wearable systems that can mediate the interface between human users and their natural and built environments. Recent advances in materials science have made it possible to construct flexible garments with embedded sensors and actuators (e.g., exosuits). In parallel, computers continue to get smaller and more powerful, and state-of-the art machine learning algorithms can extract useful information from more extensive volumes of input data in real time. Now is the time to embed lean, powerful, sensorimotor elements alongside high-speed and efficient data processing systems in a continuous wearable device.

Our Approach: The mission of the Wearable Robotic Augmentation for Human Resilience (WeRoAHR) initiative is to merge modern advances in sensing, actuation, and computing technology to imagine and create adaptive, wearable augmentation technology that can improve human resilience and longevity across the physiological spectrum — from behavioral to cellular scales. The near-term effort (~2-3 years) will draw on Georgia Tech’s existing ecosystem of basic scientists and engineers to develop WeRoAHR systems that will focus on key targets of opportunity to increase human resilience (e.g., improved balance, dexterity, and stamina). These initial efforts will establish seeds for growth intended to help launch larger-scale, center-level efforts (>5 years).

Panagiotis Tsiotras; David & Andrew Lewis Endowed Chair, Daniel Guggenheim School of Aerospace Engineering & Sam Coogan; Demetrius T. Paris Junior Professor, School of Electrical and Computer Engineering | Initiative on Reliable, Safe, and Secure Autonomous Robotics 

Why It Matters: The design and operation of reliable systems is primarily an integration issue that involves not only each component (software, hardware) being safe and reliable but also the whole system being reliable (including the human operator). The necessity for reliable autonomous systems (including AI agents) is more pronounced for “safety-critical” applications, where the result of a wrong decision can be catastrophic. This is quite a different landscape from many other autonomous decision systems (e.g., recommender systems) where a wrong or imprecise decision is inconsequential.

Our Approach: This new initiative will investigate the development of protocols, techniques, methodologies, theories, and practices for designing, building, and operating safe and reliable AI and autonomous engineering systems and contribute toward promoting a culture of safety and accountability grounded in rigorous objective metrics and methodologies for AI/autonomous and intelligent machines designers and operators, to allow the widespread adoption of such systems in safety-critical areas with confidence. The proposed new initiative aims to establish Tech as the leader in the design of autonomous, reliable engineering robotic systems and investigate the opportunity for a federally funded or industry-funded research center (National Science Foundation (NSF) Science and Technology Centers/Engineering Research Centers) in this area.

Colin Usher; Robotics Systems and Technology Branch Head, GTRI | Opportunities for Agricultural Robotics and New Collaborations

Why It Matters: The concepts for how robotics might be incorporated more broadly in agriculture vary widely, ranging from large-scale systems to teams of small systems operating in farms, enabling new possibilities. In addition, there are several application areas in agriculture, ranging from planting, weeding, crop scouting, and general growing through harvesting. Georgia Tech is not a land-grant university, making our ability to capture some of the opportunities in agricultural research more challenging. By partnering with a land-grant university such as the University of Georgia (UGA), we can leverage this relationship to go after these opportunities that, historically, were not available.

Our Approach: We plan to build collaborations first by leveraging relationships we have already formed within GTRI, Georgia Tech, and UGA. We will achieve this through a significant level of networking, supported by workshops and/or seminars with which to recruit faculty and form a roadmap for research within the respective universities. Our goal is to identify and pursue multiple opportunities for robotics-related research in both row-crop and animal-based agriculture. We believe that we have a strong opportunity, starting with formalizing a program with the partners we have worked with before, with the potential to improve and grow the research area by incorporating new faculty and staff with a unified vision of ubiquitous robotics systems in agriculture. We plan to achieve this through scheduled visits with interested faculty, attendance at relevant conferences, and ultimately hosting a workshop to formalize and define a research roadmap.

Ye Zhao; Assistant Professor, School of Mechanical Engineering | Safe, Social, & Scalable Human-Robot Teaming: Interaction, Synergy, & Augmentation

Why It Matters: Collaborative robots in unstructured environments such as construction and warehouse sites show great promise in working with humans on repetitive and dangerous tasks to improve efficiency and productivity. However, pre-programmed and nonflexible interaction behaviors of existing robots lower the naturalness and flexibility of the collaboration process. Therefore, it is crucial to improve physical interaction behaviors of the collaborative human-robot teaming.

Our Approach: This proposal will advance the understanding of the bi-directional influence and interaction of human-robot teaming for complex physical activities in dynamic environments by developing new methods to predict worker intention via multi-modal wearable sensing, reasoning about complex human-robot-workspace interaction, and adaptively planning the robot’s motion considering both human teaming dynamics and physiological and cognitive states. More importantly, our team plans to prioritize efforts to (i) broaden the scope of IRIM’s autonomy research by incorporating psychology, cognitive, and manufacturing research not typically considered as technical robotics research areas; (ii) initiate new IRIM education, training, and outreach programs through collaboration with team members from various Georgia Tech educational and outreach programs (including Project ENGAGES, VIP, and CEISMC) as well as the AUCC (World’s largest consortia of African American private institutions of higher education) which comprises Clark Atlanta University, Morehouse College, & Spelman College; and (iii) aim for large governmental grants such as DOD MURI, NSF NRT, and NSF Future of Work programs.

-Christa M. Ernst

Team Sustain poses with their lock box for home cooked meals at the 2024 Spring Capstone Expo.

Team Sustain poses with their lock box for home cooked meals at the 2024 Spring Capstone Expo.

Model image of Team Sustain lock box for home cooked meals

Model image of Team Sustain lock box for home cooked meals

Wooden components make up the initial draft of the lock box for home cooked meals, made by Team Sustain

Wooden components make up the initial draft of the lock box for home cooked meals, made by Team Sustain

Team Sustain printer with components their lock box for home cooked meals

Team Sustain printer with components their lock box for home cooked meals

A lock box for home cooked meals is presented at the 2024 Spring Capstone Expo.

A lock box for home cooked meals is presented at the 2024 Spring Capstone Expo.

Team Sustain lock box for home cooked meals sits with a tri-fold explainer and a laptop with a QR code at the Spring 2024 Capstone Expo

Team Sustain lock box for home cooked meals sits with a tri-fold explainer and a laptop with a QR code at the Spring 2024 Capstone Expo

CREATE-X Capstone Design offers students a unique opportunity to blend their technical skills with entrepreneurial ambitions. In this interdisciplinary program, teams of students identify real-world problems and develop innovative solutions through customer discovery and hands-on experience. Below we spotlight Team Sustain, a group of students who participated in the Spring 2024 Capstone Expo. Their project focused on bringing convenience to home-cooked meals, showcasing the practical application of their engineering and entrepreneurial skills. Read on to learn about their journey, their challenges, and how you can get involved in CREATE-X Capstone Design.

Team Sustain

Sustain offers a way to crowdsource meals and provide home cooks with a cash incentive. The system includes software for ordering, reviewing, and collecting data and hardware for meal exchange.

Nirmal Karthik, electrical and computer engineering

Soughtout Olasupo-Ojo, computer science

Nathan Kashani, mechanical engineering

Meghan Janicki, electrical and computer engineering

Joseph Nehme-Haily, mechanical engineering

John Mark Page, electrical engineering

Why did you all choose this project?

“One of the main things CREATE-X Capstone encourages us to do is customer discovery. Through our discussions, we realized that many people enjoy home-cooked meals but find them inconvenient to prepare. While most things in life are just a click away, home-cooked meals still require a personal touch. CREATE-X challenged us to find a problem and create a solution, so we focused on making home-cooked meals more convenient,” Page said.

Why CREATE-X Capstone?

“After graduation, I wanted to try my hand at entrepreneurship later. I thought CREATE-X was a good way for me to try and learn entrepreneurship skills: how to run a business, what it looks like, the timeline, and so on. Either way, if it went well or badly, I could say with my heart that I have an idea of how to do entrepreneurship,” Olasupo-Ojo said.

“You can go into a big city like Atlanta and actually feel like you can do something to help people. It is a great benefit, as opposed to being in the technical weeds of an engineering project. Mixing them together has been a great experience,” Janicki said.

CREATE-X empowers students to think independently and explore projects they’re passionate about. We get to drive our projects and businesses, learning skills firsthand rather than just in theory,” Kashani said.

What was your biggest struggle?

“As engineers, we’re classically, especially in school, already given the problem. So, the challenge was figuring out what the problem was, and if our solution really solves the root cause of the problem. We figured out how to find the problem,” Page said.

“Figuring out the idea was our biggest struggle. We delved into markets to find opportunities and ways to help people,” Kashani said.

What has been your favorite part of this experience?

“The team. Make sure you surround yourself with good people, and I think each of us has done that. That’s what I’m proudest about — our team,” Page said.

What advice would you give to someone considering entrepreneurship?

“Develop the skill sets to see problems and be able to think about them. At the beginning of the semester, we were thinking about solar design and building solar design for farms, and now we are in a completely different space. But we’re still applying the same skills and building something up from it that matters. The most important skill is adaptability,” Janicki said.

“Be ready to make mistakes. You won’t get it right the first, second, or even third time. Customer discovery is a continuous process — don’t let setbacks discourage you,” Olasupo-Ojo said.

“Don’t be afraid to get started. If you’re feeling nervous or unsure, there’s only one way to find out, so I’d say go full force into it,” Kashani said.

CREATE-X Capstone Design is open to senior undergraduate students in mechanical engineering, electrical and computer engineering, industrial and systems engineering, and computer science. Course registration is available for the fall and spring semesters, and the current sections are ME4723-X/X01, CS4723-X/X01, ECE4853 X/LX, BME4723-X/X01, and ISYE4106. 

CREATE-X also offers other programs like Startup Lab and Idea to Prototype, providing students with a foundational entrepreneurial education. For those interested in launching their own ventures, CREATE-X’s 12-week summer accelerator, Startup Launch, offers mentorship, $5,000 in seed funding, and $150,000 of in-kind services. The priority deadline for the accelerator is Nov. 17. Apply for Startup Launch to maximize your chances of acceptance and receive early feedback.

Making Sustain: The Gallery

 

 

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Crowds walk around Demo Day

Digital media Ph.D. candidate Yuchen Zhao’s startup aims to revolutionize fitness with VR and biofeedback integration in her startup, BioVR.

Digital media Ph.D. candidate Yuchen Zhao’s startup aims to revolutionize fitness with VR and biofeedback integration in her startup, BioVR.

Business administration major Ty Christian Thompson and biomedical engineering major Sydney Brown developed their startup, DivineDrive, to maximize hydration and energy while minimizing the risk of injury due to dehydration.

Business administration major Ty Christian Thompson and biomedical engineering major Sydney Brown developed their startup, DivineDrive, to maximize hydration and energy while minimizing the risk of injury due to dehydration.

To tackle the issue of too much screen time for kids, Georgia Tech School of Industrial Design research assistant Palak Gupta created Fidgital-Play, a mobile app that reimagines play.

To tackle the issue of too much screen time for kids, Georgia Tech School of Industrial Design research assistant Palak Gupta created Fidgital-Play, a mobile app that reimagines play.

Georgia Tech structural mechanics and materials alumna Katy Bradford and co-founder Jonathan Valz created their Cassette panels to reduce labor needs and construction timelines.

Georgia Tech structural mechanics and materials alumna Katy Bradford and co-founder Jonathan Valz created their Cassette panels to reduce labor needs and construction timelines.

Katy Bradford

Katy Bradford headshot

Tackling the problem of expensive testing for hospital-acquired infections, Danae Rammos, biomedical engineering major, founded Qualitic Biotechnology LLC, which produces a rapid C. difficile bacterial screening device.

Tackling the problem of expensive testing for hospital-acquired infections, Danae Rammos, biomedical engineering major, founded Qualitic Biotechnology LLC, which produces a rapid C. difficile bacterial screening device.

Kicking off a new decade of startup production at Georgia Tech, CREATE-X hosted its 11th Demo Day, showcasing 100 startups created by Georgia Tech students, faculty, researchers, and alumni over 12 weeks this summer. More than 1,500 attendees, including Georgia government and business leaders, viewed new solutions ranging from fashion to healthcare in a bustling Exhibition Hall on Aug. 29.

The event traditionally begins shortly after the semester starts, giving the entrepreneurially curious a preview of what’s to come if they join the program’s accelerator during the next application cycle.

Demo Day is the culmination of the 12-week summer accelerator, Startup Launch, where founders receive mentorship, $5,000 in optional funding, and $150,000 in services to help build their businesses. Teams can be interdisciplinary, made up of co-founders even outside of Georgia Tech, and solopreneurs, ready to solve real-world problems.

Each year, Startup Launch has grown, from an initial cohort of eight startups to over 100 this year. The Office of Commercialization, the home of CREATE-X, plans to keep expanding opportunities for the Georgia Tech community to grow their entrepreneurial skills.

Counting courses, events, programming, and partnerships, CREATE-X has had more than 32,000 participants. The ultimate goal and mission of the program is to instill entrepreneurial confidence in all Tech students. Rahul Saxena, director of the program, spoke about how far the Institute has come in the last decade. 

“I’ve been plugged into Georgia Tech for over 10 years. In the past, when you said Georgia Tech and entrepreneurship in the same sentence, they’d laugh, believe it or not,” he said. “Fast-forward, we’re one of the top entrepreneurial schools in the country. Our first four cohorts value over $100 million, with one of them being a unicorn, and our last four cohorts are well on their way. We want our students to have as many shots at gold as possible before they graduate. And even if they decide on a traditional career pathway, we believe they’ll be ahead with this entrepreneurial mindset, which is something lacking in corporate.”

This year, CREATE-X reached over 560 startup teams launched. Founders represented 38 academic majors, and their total startup portfolio valuation exceeds $2 billion. 

CREATE-X opened its Startup Launch application for its next cohort on Aug. 30. For those interested, the priority deadline is Nov. 17. Early applicants have a higher chance at acceptance and the opportunity for more feedback. So, send in your applications to Startup Launch and become the next founder at Georgia Tech.

Missed out on Demo Day? Check out the CREATE-X Flickr page to see photos from the event and the Demo Day page to see other teams. For more opportunities to engage, visit the CREATE-X Engage page for upcoming events. 

Spotlight on Startups

Some of the standout startups from this year’s Demo Day include:

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CREATE-X Demo Day, Aug. 29, 5-7p.m., Exhibition Hall, 460 Fourth Street NW, Atlanta, GA

On Aug. 29, CREATE-X will celebrate its 10th anniversary at Demo Day, showcasing over 100 startups and more than 250 founders.

On Aug. 29 in the Exhibition Hall from 5 to 7p.m, CREATE-X will celebrate its 10th year of supporting entrepreneurship at Georgia Tech by introducing its next cohort of startup founders at Demo Day. This free event, attracting more than 1,500 people annually, allows the public to explore products from over 100 newly minted startups, ranging from consumer apps to deep tech. It also provides a chance to engage with more than 250 founders thanks to its no-pitch format.

Since its inception in 2014, CREATE-X has worked to infuse a spirit of entrepreneurship at Georgia Tech. From supporting eight teams in its inaugural cohort, the program has grown to support the launch of over 100 startups this summer, bringing the total to 560 startup teams boasting a total portfolio valuation of over $2 billion. In the last year, the program has expanded internationally and looks to continue building opportunities for its students. 

“Our mission is to instill entrepreneurial confidence. We believe that entrepreneurship is a life skill,” says Rahul Saxena, CREATE-X director. “Georgia Tech students are capable of creating startups. We’re just giving them the tools and resources to do it. We want every Tech student to have this advantage when starting their business.”

At the kickoff for Startup Launch, the program’s summer startup accelerator, CREATE-X co-founder Chris Klaus spoke on the landscape of startups. “The secret sauce for unicorns is colleges. The number of unicorns is increasing, and I expect that trend to continue. This is the perfect place to build a startup,” he said. 

Startup Launch has concluded for the summer, and the founders are preparing to showcase their solutions at Demo Day.

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“We invite you to become part of shaping what comes next. Support these founders as they creatively solve real-world issues. See future industry leaders be born. Join us for the culmination of these founders’ hard work, passion, and ingenuity at Demo Day,” Rahul said. 

Demo Day 2024 registration is open. Tickets are free but limited. Don’t miss this chance to witness the future of innovation and entrepreneurship. For more information, visit the CREATE-X website.

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Breanna Durham

Marketing Strategist