About
Bradley Dice is a Senior Software Engineer on the RAPIDS team at NVIDIA, designing…
Articles by Bradley
Activity
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Just wrapped up my first #PyCon25 🐍! It was such an incredible experience meeting so many amazing #Python developers, data scientists, engineers…
Just wrapped up my first #PyCon25 🐍! It was such an incredible experience meeting so many amazing #Python developers, data scientists, engineers…
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"Music, like Python, brings us together into a community." - @PyConUS 2014 I'm so happy to be at @PyConUS 2025. Reflecting on my time working with…
"Music, like Python, brings us together into a community." - @PyConUS 2014 I'm so happy to be at @PyConUS 2025. Reflecting on my time working with…
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The #Classof2025 on their Final Walk Around the Quad. Congratulations, grads! 🎓 More photos: https://lnkd.in/gmydZdZg
The #Classof2025 on their Final Walk Around the Quad. Congratulations, grads! 🎓 More photos: https://lnkd.in/gmydZdZg
Liked by Bradley Dice
Experience
Education
Volunteer Experience
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Alumni Board of Governors, Chair of Career Mentors Committee
William Jewell College
- Present 2 years 9 months
Education
The Alumni Board of Governors fosters ongoing relationships with William Jewell College and supports and celebrates alumni and student success. I currently serve as Chair of the Career Mentors Committee, where I work with the office of Career Development to help William Jewell students explore professions, discover their passions, and pursue their career ambitions.
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Mentor
Google Summer of Code
- 4 months
Science and Technology
I mentored two students, Hardik Ojha and Vishav Sharma, on challenging software projects for the open-source signac data management framework. Hardik added multi-job "aggregation" operations to signac-flow, allowing users to perform computations over subsets of a signac data space. Vishav implemented new backend data structures, offering greater performance and scalability via tools like Redis Labs and MongoDB.
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Mentor
optiMize
- 3 years
Education
Mentor to students participating in optiMize, the University of Michigan's social innovation challenge. Students in optiMize work on a vast breadth of problems from sustainability and food insecurity to artistic initiatives and expanding access to higher education. I consulted with and supported project teams and the community of innovators through a series of workshops.
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Mentor
University of Michigan Intelligent Ground Vehicle
- 1 year 1 month
Science and Technology
The University of Michigan Intelligent Ground Vehicle (IGV) team designs a fully-autonomous vehicle for competition. As a mentor, I help the team solve problems with algorithms, sensor data, and robot subsystems.
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Physics Track Lead & Webmaster
Research Education and Activities for Classroom Teachers (REACT)
- 2 years
Education
REACT is an annual workshop exposing 50 K-12 teachers to cutting-edge research at the University of Michigan. I lead tours of physics laboratories and research facilities and develop age-appropriate activities about current research that teachers get to take back to their classes.
Publications
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On the origin of multi-component bulk metallic glasses: Atomic size mismatches and de-mixing
Journal of Chemical Physics
Computational materials science work performed in the O'Hern research group at Yale University, part of the Center for Research on Interface Structures and Phenomena (CRISP).
Abstract: The likelihood that an undercooled liquid vitrifies or crystallizes depends on the cooling rate R. The critical cooling rate Rc, below which the liquid crystallizes upon cooling, characterizes the glass-forming ability (GFA) of the system. While pure metals are typically poor glass formers with Rc >…Computational materials science work performed in the O'Hern research group at Yale University, part of the Center for Research on Interface Structures and Phenomena (CRISP).
Abstract: The likelihood that an undercooled liquid vitrifies or crystallizes depends on the cooling rate R. The critical cooling rate Rc, below which the liquid crystallizes upon cooling, characterizes the glass-forming ability (GFA) of the system. While pure metals are typically poor glass formers with Rc > 1012 K/s, specific multi-component alloys can form bulk metallic glasses (BMGs) even at cooling rates below R ∼ 1 K/s. Conventional wisdom asserts that metal alloys with three or more components are better glass formers (with smaller Rc) than binary alloys. However, there is currently no theoretical framework that provides quantitative predictions for Rc for multi-component alloys. In this manuscript, we perform simulations of ternary hard-sphere systems, which have been shown to be accurate models for the glass-forming ability of BMGs, to understand the roles of geometric frustration and demixing in determining Rc. Specifically, we compress ternary hard sphere mixtures into jammed packings and measure the critical compression rate, below which the system crystallizes, as a function of the diameter ratios σB/σA and σC/σA and number fractions xA, xB, and xC. We find two distinct regimes for the GFA in parameter space for ternary hard spheres. When the diameter ratios are close to 1, such that the largest (A) and smallest (C) species are well-mixed, the GFA of ternary systems is no better than that of the optimal binary glass former. However, when σC/σA <= 0.8 is below the demixing threshold for binary systems, adding a third component B with σC < σB < σA increases the GFA of the system by preventing demixing of A and C. Analysis of the available data from experimental studies indicates that most ternary BMGs are below the binary demixing threshold with σC/σA < 0.8. -
Reconstruction by fluorescence imaging of the spatio-temporal evolution of the viscosity field in Hele-Shaw flows
Physics of Fluids
Physics research performed in collaboration with Dr. Patrick Bunton of William Jewell College and the de Wit group at the Free University of Brussels.
Abstract: We study the spatio-temporal evolution of the viscosity field during stable and unstable radial flows of glycerol-water solutions in a horizontal Hele-Shaw cell where a localized temperature gradient is imposed. The viscosity field is reconstructed from the measurement of the fluorescence emitted by a viscosity-sensitive…Physics research performed in collaboration with Dr. Patrick Bunton of William Jewell College and the de Wit group at the Free University of Brussels.
Abstract: We study the spatio-temporal evolution of the viscosity field during stable and unstable radial flows of glycerol-water solutions in a horizontal Hele-Shaw cell where a localized temperature gradient is imposed. The viscosity field is reconstructed from the measurement of the fluorescence emitted by a viscosity-sensitive molecular probe (Auramine O). For an immiscible flow, the viscosity and temperature fields are obtained accurately. For miscible displacements, we show how the interplay between the viscosity changes of both fluids and the variation of the fluid thickness in the gap prevents obtaining strict quantitative reconstruction of the viscosity field. We explain how the reconstructed viscosity field can nevertheless be interpreted to obtain information about the fluid thickness and the local viscosity and temperature.
Honors & Awards
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National Science Foundation Graduate Research Fellow
National Science Foundation
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Goldwater Scholar
Barry Goldwater Scholarship and Excellence in Education Program
The Scholarship Program honoring Senator Barry Goldwater was designed to foster and encourage outstanding students to pursue careers in the fields of mathematics, the natural sciences, and engineering. The Goldwater Scholarship is the premier undergraduate award of its type in these fields. (from 2015 Scholar Press Release)
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We're thrilled to welcome Chengcheng Jin from IBM as a new committer to the Velox project as a maintainer for Spark functions 🥳 👏…
We're thrilled to welcome Chengcheng Jin from IBM as a new committer to the Velox project as a maintainer for Spark functions 🥳 👏…
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It’s hard to believe that it’s been over six years since I joined the scikit-learn team as a maintainer. As of today, I have 1,374 commits and…
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Thanks for having me last week guys. It's really humbling to see people writing books about your work. It isn't a small feat. They even had to join…
Thanks for having me last week guys. It's really humbling to see people writing books about your work. It isn't a small feat. They even had to join…
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Please congratulate our newest PSF Fellow Members for Q1, 2025! Their continued contributions to the Python ecosystem are so very important to our…
Please congratulate our newest PSF Fellow Members for Q1, 2025! Their continued contributions to the Python ecosystem are so very important to our…
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Tomorrow (5/17), The CuTe creator, Cris Cecka, will teach CuTe himself on GPU Mode. https://lnkd.in/en5ePZVC
Tomorrow (5/17), The CuTe creator, Cris Cecka, will teach CuTe himself on GPU Mode. https://lnkd.in/en5ePZVC
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About to give my first talk at PyCon on writing CUDA kernels in pure Python! https://lnkd.in/eKtFykEm
About to give my first talk at PyCon on writing CUDA kernels in pure Python! https://lnkd.in/eKtFykEm
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We’re live from the show floor at #PyConUS 2025 in Pittsburgh 🐍 It’s incredible to be here with the Python community and the Python Software…
We’re live from the show floor at #PyConUS 2025 in Pittsburgh 🐍 It’s incredible to be here with the Python community and the Python Software…
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Calling all Python data folks at #PyConUS! 👋 Join me this afternoon for a low-key roundtable to discuss tools, trends & challenges shaping…
Calling all Python data folks at #PyConUS! 👋 Join me this afternoon for a low-key roundtable to discuss tools, trends & challenges shaping…
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We’ve been building a “GPU turbo button” for Python data science workflows. It started with pandas a couple years back. Now it’s pandas, Polars…
We’ve been building a “GPU turbo button” for Python data science workflows. It started with pandas a couple years back. Now it’s pandas, Polars…
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You might see a lot of excitement these days around the GPU support for pandas, scikit-learn, polars and more. Often the first question we get asked…
You might see a lot of excitement these days around the GPU support for pandas, scikit-learn, polars and more. Often the first question we get asked…
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From a student to a first-grade student teacher and now a first-grade teacher, Aidyn Foltz is going home to Southview Elementary, Kearney School…
From a student to a first-grade student teacher and now a first-grade teacher, Aidyn Foltz is going home to Southview Elementary, Kearney School…
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PyCon2025! Here we go Booth 123 at Expohall.
PyCon2025! Here we go Booth 123 at Expohall.
Liked by Bradley Dice
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For the first time in my career, I made an assignment based on my own invention: https://lnkd.in/eh3uVRRJ It was amazing to see students walk in my…
For the first time in my career, I made an assignment based on my own invention: https://lnkd.in/eh3uVRRJ It was amazing to see students walk in my…
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Both XQA (decode phase) and fmha_v2 (prefill case) attention components, developed and utilized in TensorRT-LLM, have now been open-sourced. This…
Both XQA (decode phase) and fmha_v2 (prefill case) attention components, developed and utilized in TensorRT-LLM, have now been open-sourced. This…
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