Brendan Tracey

ScholarGPS® ID: 10696228537708

Affiliation

Santa Fe Institute, Santa Fe, United States

Affiliation History

Field

Engineering and Computer Science

Discipline

Aerospace and Aeronautical Engineering

Top Specialties

Supervised Learning | Turbulence

Metrics Summary

Publication Count

Predicted Citations

1,084

Predicted h-index

Ranking

Publications and Citation History

Publications based on Top Specialties

Types of Publication

Publications
Books
Patents
NIH/NSF

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Scale and information-processing thresholds in Holocene social evolution (journal article) Shin, Jaeweon \| Price, Michael Holton \| Wolpert, David H. \| Shimao, Hajime \| Tracey, Brendan \| Kohler, Timothy A. Nature Communications, volume 11, issue 1 (2020). 10.1038/s41467-020-16035-9 Cited by (19) \| Cite \| Source
On the information bottleneck theory of deep learning (journal article) Saxe, Andrew M \| Bansal, Yamini \| Dapello, Joel \| Advani, Madhu \| Kolchinsky, Artemy \| Tracey, Brendan D \| Cox, David D Journal of Statistical Mechanics: Theory and Experiment, volume 2019, issue 12, pages 124020- (2019). 10.1088/1742-5468/ab3985 Cited by (161) \| Cite \| Source
Nonlinear Information Bottleneck (journal article) Kolchinsky, Artemy \| Tracey, Brendan D. \| Wolpert, David H. Entropy, volume 21, issue 12, pages 1181- (2019). 10.3390/e21121181 Cited by (62) \| Cite \| Source
Dynamics of beneficial epidemics (journal article) Berdahl, Andrew \| Brelsford, Christa \| Bacco, Caterina De \| Dumas, Marion \| Ferdinand, Vanessa \| Grochow, Joshua A. \| Hébert-Dufresne, Laurent \| Kallus, Yoav \| Kempes, Christopher P. \| Kolchinsky, Artemy \| ... \| Tracey, Brendan D. Scientific Reports, volume 9, issue 1 (2019). 10.1038/s41598-019-50039-w Cited by (5) \| Cite \| Source
Deep Reinforcement Learning for Event-Driven Multi-Agent Decision Processes (journal article) Menda, Kunal \| Chen, Yi-Chun \| Grana, Justin \| Bono, James W. \| Tracey, Brendan D. \| Kochenderfer, Mykel J. \| Wolpert, David IEEE Transactions on Intelligent Transportation Systems, volume 20, issue 4, pages 1259-1268 (2019). 10.1109/TITS.2018.2848264 Cited by (32) \| Cite \| Source
Upgrading from Gaussian Processes to Student’s-T Processes (conference) Tracey, Brendan D. \| Wolpert, David 2018 AIAA Non-Deterministic Approaches Conference (2018) Kissimmee, Florida 10.2514/6.2018-1659 Cited by (23) \| Cite \| Source \| Open Access
Estimating Mixture Entropy with Pairwise Distances (journal article) Kolchinsky, Artemy \| Tracey, Brendan Entropy, volume 19, issue 7, pages 361- (2017). 10.3390/e19070361 Cited by (60) \| Cite \| Source \| Open Access
A Machine Learning Strategy to Assist Turbulence Model Development (conference) Tracey, Brendan D. \| Duraisamy, Karthikeyan \| Alonso, Juan J. 53rd AIAA Aerospace Sciences Meeting (2015) Kissimmee, Florida 10.2514/6.2015-1287 Cited by (178) \| Cite \| Source
Stanford University Unstructured (SU2): Analysis and Design Technology for Turbulent Flows (conference) Palacios, Francisco \| Economon, Thomas D. \| Aranake, Aniket \| Copeland, Sean R. \| Lonkar, Amrita K. \| Lukaczyk, Trent W. \| Manosalvas, David E. \| Naik, Kedar R. \| Padron, Santiago \| Tracey, Brendan \| ... \| Alonso, Juan J. 52nd Aerospace Sciences Meeting (2014) National Harbor, Maryland 10.2514/6.2014-0243 Cited by (120) \| Cite \| Source
Cyber-Physical Security: A Game Theory Model of Humans Interacting Over Control Systems (journal article) Backhaus, Scott \| Bent, Russell \| Bono, James \| Lee, Ritchie \| Tracey, Brendan \| Wolpert, David \| Xie, Dongping \| Yildiz, Yildiray IEEE Transactions on Smart Grid, volume 4, issue 4, pages 2320-2327 (2013). 10.1109/TSG.2013.2270291 Cited by (58) \| Cite \| Source \| Open Access
Application of Game Theoretic Models to Evaluate Airline Equipage Dynamics of NextGen Technologies (conference) Alonso, Juan J. \| Bonnefoy, Philippe A. \| Bono, James \| Fan, Alice \| McConnachie, Dominic \| Tracey, Brendan D. \| Wolpert, David \| Xie, Dongping 2013 Aviation Technology, Integration, and Operations Conference (2013) Los Angeles, CA 10.2514/6.2013-4279 Cited by (1) \| Cite \| Source
Using Supervised Learning to Improve Monte Carlo Integral Estimation (journal article) Tracey, Brendan \| Wolpert, David \| Alonso, Juan J. AIAA Journal, volume 51, issue 8, pages 2015-2023 (2013). 10.2514/1.J051655 Cited by (13) \| Cite \| Source
Application of Supervised Learning to Quantify Uncertainties in Turbulence and Combustion Modeling (conference) Tracey, Brendan \| Duraisamy, Karthik \| Alonso, Juan 51st AIAA Aerospace Sciences Meeting including the New Horizons Forum and Aerospace Exposition (2013) Grapevine (Dallas/Ft. Worth Region), Texas 10.2514/6.2013-259 Cited by (81) \| Cite \| Source
Counter-Factual Reinforcement Learning: How to Model Decision-Makers That Anticipate the Future (book chapter) In Decision Making and Imperfection Lee, Ritchie \| Wolpert, David H. \| Bono, James \| Backhaus, Scott \| Bent, Russell \| Tracey, Brendan Springer Berlin Heidelberg (2013) 10.1007/978-3-642-36406-8_4 Cited by (7) \| Cite \| Source \| Open Access
Using Supervised Learning to Improve Monte Carlo Integral Estimation (conference) Tracey, Brendan \| Wolpert, David \| Alonso, Juan 52nd AIAA/ASME/ASCE/AHS/ASC Structures, Structural Dynamics and Materials Conference (2011) Denver, Colorado 10.2514/6.2011-1843 Cited by (2) \| Cite \| Source
Probabilistic simulation of multi-stage decisions for operation of a fractionated satellite mission (conference) Daniels, Matthew \| Irvine, Jenny \| Tracey, Brendan \| Schram, William \| Pate-Cornell, M. Elisabeth 2011 IEEE Aerospace Conference (2011) Big Sky, USA 10.1109/AERO.2011.5747647 Cited by (5) \| Cite \| Source
Underwater acoustic MIMO channel capacity (conference) Zatman, M. \| Tracey, B. Conference Record of the Thirty-Sixth Asilomar Conference on Signals, Systems and Computers (2002) Pacific Grove, CA, USA 10.1109/ACSSC.2002.1197002 Cited by (7) \| Cite \| Source