Mark K. Transtrum

Publication Activity (10 Years)

Years Active: 2012-2023
Publications (10 Years): 15

Top Topics

Parameter Estimation

Experimental Designs

State Estimation

Top Venues

PLoS Comput. Biol.

Publications

Rahul Ramesh, Jialin Mao, Itay Griniasty, Rubing Yang, Han Kheng Teoh, Mark K. Transtrum, James P. Sethna, Pratik Chaudhari
A Picture of the Space of Typical Learnable Tasks. ICML (2023)
Jialin Mao, Itay Griniasty, Han Kheng Teoh, Rahul Ramesh, Rubing Yang, Mark K. Transtrum, James P. Sethna, Pratik Chaudhari
The Training Process of Many Deep Networks Explores the Same Low-Dimensional Manifold. CoRR (2023)
Shannon Proksch, Majerle Reeves, Kent Gee, Mark K. Transtrum, Christopher T. Kello, Ramesh Balasubramaniam
Recurrence Quantification Analysis of Crowd Sound Dynamics. Cogn. Sci. 47 (10) (2023)
Aleksandar A. Saric, Mark K. Transtrum, Andrija T. Saric, Aleksandar M. Stankovic
Integration of Physics- and Data-Driven Power System Models in Transient Analysis After Major Disturbances. IEEE Syst. J. 17 (1) (2023)
Rahul Ramesh, Jialin Mao, Itay Griniasty, Rubing Yang, Han Kheng Teoh, Mark K. Transtrum, James P. Sethna, Pratik Chaudhari
A picture of the space of typical learnable tasks. CoRR (2022)
Yonatan Kurniawan, Cody L. Petrie, Mark K. Transtrum, Ellad B. Tadmor, Ryan S. Elliott, Daniel S. Karls, Mingjian Wen
Extending OpenKIM with an Uncertainty Quantification Toolkit for Molecular Modeling. e-Science (2022)
Benjamin L. Francis, Mark K. Transtrum, Andrija T. Saric, Aleksandar M. Stankovic
Piecemeal Reduction of Models of Large Networks. CDC (2021)
Brooks A. Butler, Philip E. Paré, Mark K. Transtrum, Sean Warnick
Modeling Live Crowd Emotion Dynamics for State Estimation and Prediction. CCTA (2021)
Philip E. Paré, David Grimsman, Alma T. Wilson, Mark K. Transtrum, Sean Warnick
Model Boundary Approximation Method as a Unifying Framework for Balanced Truncation and Singular Perturbation Approximation. IEEE Trans. Autom. Control. 64 (11) (2019)
Jenny Jeong, Qinwei Zhuang, Mark K. Transtrum, Enlu Zhou, Peng Qiu
Experimental design and model reduction in systems biology. Quant. Biol. 6 (4) (2018)
Vanja G. Svenda, Alex M. Stankovic, Andrija T. Saric, Mark K. Transtrum
Influence of Communication Irregularities and Co-simulation on Hybrid Power System State Estimation. ISGT Europe (2018)
Henry H. Mattingly, Mark K. Transtrum, Michael C. Abbott, Benjamin B. Machta
Rational ignorance: simpler models learn more from finite data. CoRR (2017)
Andrew White, Malachi Tolman, Howard D. Thames, Hubert Rodney Withers, Kathy A. Mason, Mark K. Transtrum
The Limitations of Model-Based Experimental Design and Parameter Estimation in Sloppy Systems. PLoS Comput. Biol. 12 (12) (2016)
Mark K. Transtrum, Peng Qiu
Bridging Mechanistic and Phenomenological Models of Complex Biological Systems. PLoS Comput. Biol. 12 (5) (2016)
Mark K. Transtrum, Andrija T. Saric, Alex M. Stankovic
Information geometry for model verification in energy systems. PSCC (2016)
Philip E. Pare, Alma T. Wilson, Mark K. Transtrum, Sean C. Warnick
A unified view of Balanced Truncation and Singular Perturbation Approximations. ACC (2015)
Mark K. Transtrum, Peng Qiu
Optimal experiment selection for parameter estimation in biological differential equation models. BMC Bioinform. 13 (2012)