Hao Tang
Hao Tang is a PhD candidate whose research explores the use of computational tools to simulate physical systems and provide microscopic insights into the underlying physics and materials design strategy. As a MathWorks Fellow, Hao will advance his highly promising research along four primary lines of inquiry. First, he will study quantum algorithms for machine learning problems where the training dataset is distributed in remote devices. Second, he will conduct quantum transport simulation an ...
Sabrina C. Shen
Sabrina C. Shen is a PhD candidate whose research aims to support a more sustainable future through the computational and experimental design of nature-inspired architected materials. Sabrina’s current work, supported by a MathWorks Fellowship, proposes a new paradigm for materials design that uses pre-existing biomass waste streams to build a novel class of architected composites, drawing inspiration from nature and direction from powerful computational methods. By employing tools in bio-f ...
Miranda Schwacke
Miranda Schwacke is a PhD candidate whose research is focused on developing energy-efficient hardware for machine learning and brain-inspired computing, with the broader goal of reducing the fast-growing energy demands of computing (and associated CO2 emissions) while nurturing technological innovation. Specifically, Miranda is designing and testing electrochemical ionic synapses (EIS), an emerging technology for analog resistive switching in which electrochemically controlled intercalation o ...
Sebastián Ruiz-Lopera
Sebastián Ruiz-Lopera is a PhD candidate in the field of biomedical optics whose research combines cutting-edge optical imaging systems with physics-informed post-processing tools to study tissue such as the retina. Specifically, Sebastián is developing novel approaches in optical coherence tomography (OCT), an imaging technique that provides diverse information about the macro- and micro-structure and functioning of tissue. Previously, he created the first technique for high-resolution i ...
Jillian Ross
Jillian Ross is a PhD student whose research interests focus on the climate impacts of machine learning. Her goals include reducing ML’s carbon intensity, enabling researchers and practitioners to understand the climate impact of various tools, and guiding future research in efficient ML. Jillian’s achievements to date include leading community and growth at Replicate, a Series A start- up enabling software engineers to run ML models with only a few lines of code, and co-producing a free, ...
Joshua David John Rathinaraj
Joshua David John Rathinaraj is a PhD candidate whose research focuses on soft materials, such as complex fluids and soft solids, that are crucial to many industries, including consumer goods, automotive, and oil and gas production industries. Specifically, Joshua’s work addresses the challenges of characterizing and mathematically modeling the mechanics and rheological properties of soft materials. He accomplishes this by developing advanced signal processing techniques to characterize the ...
Jane (Eugene) Park
Jane (Eugene) Park is a PhD candidate whose research explores the structure and property control of a new class of two-dimensional magnetic materials with exciting promise for next-generation quantum computing devices. A MathWorks Fellowship will enable Jane to expand this fruitful work, with the specific aims of elucidating the structural and magnetic properties of air-stable 2D magnets (in particular those showing strong anisotropy in-plane) using various microscopy and theoretical modeling ...
Aditya Misra
Aditya Misra is a PhD candidate in medical engineering and medical physics whose research explores inflammation, a central feature of many prevalent human diseases, including ulcerative colitis, diabetes, and sepsis. Specifically, Aditya aims to develop and apply new technological capabilities to better understand how tissues respond and adapt to inflammation, with the goal of identifying interventions to diagnose and reverse the pathophysiology of these diseases. With the support of a MathWo ...
Liang “Charles” Lyu
Liang “Charles” Lyu is a PhD candidate whose research interests include improving our understanding of social media and, more broadly, the impact of algorithms on humans and society, with the goal of developing effective strategies to mitigate potentially undesirable impacts, such as the spread of misinformation. Specifically, his research explores the interactions between platforms, users, creators, and content; the effects of platform algorithms and decisions on user behavior; and how t ...
Eunseok Lee
Eunseok Lee is a PhD candidate whose research interests focus on the use of terahertz (THz) integrated circuits and systems for energy-efficient hardware security. With the commercial adoption of millimeter-wave spectrum in 5G connectivity and automotive radar sensing, there is growing interest from industry and the research community in hardware that utilizes the (THz) spectrum (0.1~10 THz) for beyond 5G applications. Eunseok’s research seeks to develop THz semiconductor chips, a vital com ...