Florian Schäfer

Warren Weaver Hall 409
251 Mercer Street
New York, NY 10012
I’m Florian Schäfer, assistant professor at the Courant Institute of Mathematical Sciences at New York University.
I received my PhD in applied and computational mathematics at Caltech, working with Houman Owhadi. Before that, I received my Bachelor’s and Master’s degrees in Mathematics at the University of Bonn.
My research interests lie at the interface of numerical computation, statistical inference, and competitive games. With my students and collaborators, I have developed state-of-the-art solvers for elliptic PDEs by relating Gaussian elimination to conditional independence, efficient algorithms for multi-agent optimization, and information geometric regularization, the first inviscid regularization of compressible fluid dynamics.
My work has found applications in materials science, turbulence modeling, computer graphics, and computational geometry. Most recently, it has enabled the first compressible fluid simulation to exceed one quadrillion degrees of freedom. This work is a 2025 Gordon Bell Prize finalist.
My current research focus is on developing information geometric mechanics that uses the statistical physical underpinnings of continuum mechanics to design structure preserving numerical methods at the macroscale.
I am currently hiring PhD students in this topic. Please have a look here to get an idea. If you have a strong background in computational mathematics, reach out!
news
Sep 04, 2025 | Brendan Keith and I will co-direct the Center for Information Geometric Mechanics and Optimization (CIGMO), a PSAAP IV FIC. The center is a collaboration of researchers from Brown University, the Courant Institute, and Georgia Tech that will advance our shared research vision of using information geometry to address inequality constraints in mechanics and optimization. CIGMO will support the further development of information geometric regularization, with openings at the Ph.D. and Postdoc level. Please reach out if you are interested! |
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Aug 01, 2025 | On September 1, I am moving to the Courant Institute at NYU. I will have multiple openings for Ph.D. students there, so please don’t hesitate to reach out if you are interested! |
Jul 30, 2025 | I gave talk on information geometric regularization in the minisymposium on computational fluid dynamics at the SIAM Annual meeting in Montreal. |
Oct 20, 2024 | I am attending SIAM MDS this week here in Atlanta. Andreas Robertson and I are organizing a minisymposium on (higher order) stochastic models in materials science and spatial statistics. Also check out the presentations by Stephen, Qi, Christian, and Shreya! |
Oct 14, 2024 | I gave a talk in the Level-Set Seminar at UCLA on information geometric mechanics. |
selected publications
- Sparse recovery of elliptic solvers from matrix-vector productsSIAM Journal on Scientific Computing, 2024
- Sparse Cholesky factorization by Kullback-Leibler minimizationSIAM Journal on Scientific Computing, 2021