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Frank Schäfer
Joined
May 2021
Names
Frank Schäfer
(Preferred)
,
Frank Schaefer
Emails
****@unibas.ch
(Confirmed)
,
****@web.de
(Confirmed)
,
****@mit.edu
(Confirmed)
Personal Links
Homepage
Google Scholar
ORCID
Career & Education History
Postdoc
CSAIL,
Massachusetts Institute of Technology
(mit.edu)
2022
–
2024
PhD student
Physics,
University of Basel
(unibas.ch)
2018
–
2022
Advisors, Relations & Conflicts
No relations added
Expertise
Differentiable & probabilistic programming
2019
–
2024
Quantum & stochastic optimal control
2019
–
2024
Stochastic processes
,
many-body physics
,
phase transitions
2015
–
2024
Publications
ModelBench: A Benchmark for Extracting Executable, Physics-Based Models from Scientific Literature
Pim Schoolkate
,
Patrick Huembeli
,
Frank Schäfer
,
Krystian Nowakowski
,
Carlos Arribalzaga Jové
,
Frank Koppens
,
Dirk Englund
,
Jacob M. Taylor
Submitted to ICLR 2026
Readers:
Everyone
Phase Transitions in the Output Distribution of Large Language Models
Julian Arnold
,
Flemming Holtorf
,
Frank Schäfer
,
Niels Lörch
Submitted to ICLR 2025
Readers:
Everyone
Differentiating Metropolis-Hastings to Optimize Intractable Densities
Gaurav Arya
,
Ruben Seyer
,
Frank Schäfer
,
Kartik Chandra
,
Alexander K. Lew
,
Mathieu Huot
,
Vikash Mansinghka
,
Jonathan Ragan-Kelley
,
Christopher Vincent Rackauckas
,
Moritz Schauer
Differentiable Almost Everything
Readers:
Everyone
Automatic Differentiation of Programs with Discrete Randomness
Gaurav Arya
,
Moritz Schauer
,
Frank Schäfer
,
Christopher Vincent Rackauckas
Published: 31 Oct 2022, Last Modified: 08 Feb 2026
NeurIPS 2022 Accept
Readers:
Everyone
Co-Authors
Alexander K. Lew
Carlos Arribalzaga Jové
Christopher Vincent Rackauckas
Dirk Englund
Flemming Holtorf
Frank Koppens
Gaurav Arya
Jacob M. Taylor
Jonathan Ragan-Kelley
Julian Arnold
Kartik Chandra
Krystian Nowakowski
Mathieu Huot
Moritz Schauer
Niels Lörch
Patrick Huembeli
Pim Schoolkate
Ruben Seyer
Vikash Mansinghka