Current Roles
Lead Data Scientist -- ConcertAI (2024–)
Member Board of Advisors -- Center for Gravitational Waves and Cosmology, WVU (2021–)
Previous Experience
Senior Data Scientist -- ConcertAI (2022–2024)
Senior Research Scientist -- GNS Healthcare (2018–2022)
At GNS, I worked in R&D where I developed cutting-edge machine learning algorithms to model sparse, longitudinal healthcare data. I had a somewhat unique position in the company as the primary creator of the Zeus causal inference platform, which was entirely seperate from GNS's flagship product REFS.
Postdoctoral Research Associate -- Department of Mathematics, WVU (2015–2018)
As a Postdoctoral Research Associate at West Virginia University (2015–18), I developed custom open source computer code to simulate and study gravitational phenomena which became 180 times more efficient than our competitors. This work has been presented at 5 conferences, lead to 2 publications in Physical Review D, and the creation of an Open Source Project named SENR/NRPy+. My primary research focus involves generating accurate numerical simulations of the inspiral and merger phases of orbiting black hole binaries. In particular, I am interested in exploring the extreme limits of general relativity in the regime of near maximal intrinsic angular momentum. In addition to probing the peculiarities of nonlinear gravity theory, I generate astrophysical gravitational waveforms for use in gravitational wave detection experiments.
PhD Dissertation: Puncture Initial Data and Evolution of Black Hole Binaries with High Speed and High Spin (2015)
Publications:
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Efficient site selection for clinical trials using simulated annealing
Ian Ruchlin, Vibhor Govil, Deepak Samar, Jitesh Chawla, and Pyeush Gurha
Journal of Clinical Oncology (2024) -
Numerical generation of vector potentials from specified magnetic fields
Zachary J. Silberman, Thomas R. Adams, Joshua A. Faber, Zachariah B. Etienne, and Ian Ruchlin
Journal of Computational Physics (2019); arXiv:1803.10207 -
Numerical relativity in spherical coordinates with the Einstein Toolkit
Vassilios Mewes, Yosef Zlochower, Manuela Campanelli, Ian Ruchlin, Zachariah B. Etienne, and Thomas W. Baumgarte
Physical Review D (97) 084059 (2018); arXiv:1802.09625. -
SENR/NRPy+: Numerical relativity in singular curvilinear coordinate systems
Ian Ruchlin, Zachariah B. Etienne, and Thomas W. Baumgarte
Physical Review D (97) 064036 (2018); arXiv:1712.07658 -
Evolutions of unequal mass, highly spinning black hole binaries
James Healy, Carlos O. Lousto, Ian Ruchlin, and Yosef Zlochower
Physical Review D (97) 104026 (2018); arXiv:1711.09041 -
Evolutions of nearly maximally spinning black hole binaries using the moving puncture approach
Yosef Zlochower, James Healy, Carlos O. Lousto, and Ian Ruchlin
Physical Review D (96) 044002 (2017); arXiv:1706:01980 -
Puncture initial data for black-hole binaries with high spins and high boosts
Ian Ruchlin, James Healy, Carlos O. Lousto, and Yosef Zlochower
Physical Review D (95) 024033 (2017); arXiv:1410.8607 -
High energy collisions of black holes numerically revisited
James Healy, Ian Ruchlin, Carlos O. Lousto, and Yosef Zlochower
Physical Review D (94) 104020 (2016); arXiv:1506.06153 -
Calculating a confidence interval on the sum of binned leakage
Ian Ruchlin and Richard W. Schnee
Nuclear Instruments and Methods in Physics Research Section A. Volume 664, Issue 1 (2012); arXiv:1106.6296